Scalable near identical image and shot detection
Proceedings of the 6th ACM international conference on Image and video retrieval
Feature fusion and redundancy pruning for rush video summarization
Proceedings of the international workshop on TRECVID video summarization
Evaluating bag-of-visual-words representations in scene classification
Proceedings of the international workshop on Workshop on multimedia information retrieval
Image alignment and stitching: a tutorial
Foundations and Trends® in Computer Graphics and Vision
CueFlik: interactive concept learning in image search
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Pagerank for product image search
Proceedings of the 17th international conference on World Wide Web
Speeded-Up Robust Features (SURF)
Computer Vision and Image Understanding
FAB-MAP: Probabilistic Localization and Mapping in the Space of Appearance
International Journal of Robotics Research
World-scale mining of objects and events from community photo collections
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Object retrieval using configurations of salient regions
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Language modeling for bag-of-visual words image categorization
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
A discrete direct retrieval model for image and video retrieval
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Local invariant feature detectors: a survey
Foundations and Trends® in Computer Graphics and Vision
Learning an Alphabet of Shape and Appearance for Multi-Class Object Detection
International Journal of Computer Vision
Modeling the World from Internet Photo Collections
International Journal of Computer Vision
Discriminative cue integration for medical image annotation
Pattern Recognition Letters
Uniqueness Filtering for Local Feature Descriptors in Urban Building Recognition
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Photo-based question answering
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Attention-driven action retrieval with DTW-based 3d descriptor matching
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Image near-duplicate retrieval using local dependencies in spatial-scale space
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Rate-efficient, real-time cd cover recognition on a camera-phone
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Combining image descriptors to effectively retrieve events from visual lifelogs
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Spirittagger: a geo-aware tag suggestion tool mined from flickr
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Distributed image search in camera sensor networks
Proceedings of the 6th ACM conference on Embedded network sensor systems
Pattern Recognition Letters
Keypoint Signatures for Fast Learning and Recognition
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Localizing Objects with Smart Dictionaries
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Multi-view Feature Matching and Image Grouping from Multiple Unordered Wide-Baseline Images
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Visual word proximity and linguistics for semantic video indexing and near-duplicate retrieval
Computer Vision and Image Understanding
SenseCam Image Localisation Using Hierarchical SURF Trees
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Rotated Image Based Photomosaic Using Combination of Principal Component Hashing
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Embedded lattices tree: An efficient indexing scheme for content based retrieval on image databases
Journal of Visual Communication and Image Representation
Sparse Multiscale Patches for Image Processing
Emerging Trends in Visual Computing
Recent Advances in Large Scale Image Search
Emerging Trends in Visual Computing
An efficient projection for l1, ∞ regularization
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Object-based Place Recognition for Mobile Robots Using Panoramas
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
Learning to Select Object Recognition Methods for Autonomous Mobile Robots
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Tagging products using image classification
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Pairwise Similarity Propagation Based Graph Clustering for Scalable Object Indexing and Retrieval
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
Multiple 3D Object tracking for augmented reality
ISMAR '08 Proceedings of the 7th IEEE/ACM International Symposium on Mixed and Augmented Reality
Global Localization of Vehicles Using Local Pole Patterns
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Learning Class Specific Graph Prototypes
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
ACM SIGGRAPH Asia 2009 papers
Dimension amnesic pyramid match kernel
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
MESH-based active Monte Carlo recognition (MESH-AMCR)
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
An efficient key point quantization algorithm for large scale image retrieval
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Query expansion for hash-based image object retrieval
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Descriptive visual words and visual phrases for image applications
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Mining city landmarks from blogs by graph modeling
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Vocabulary-based hashing for image search
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Location sensitive indexing for image-based advertising
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Navigating, Recognizing and Describing Urban Spaces With Vision and Lasers
International Journal of Robotics Research
Techniques for efficient and effective transformed image identification
Journal of Visual Communication and Image Representation
Real-time bag of words, approximately
Proceedings of the ACM International Conference on Image and Video Retrieval
Multilayer pLSA for multimodal image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Global annotation on georeferenced photographs
Proceedings of the ACM International Conference on Image and Video Retrieval
Evaluation of GIST descriptors for web-scale image search
Proceedings of the ACM International Conference on Image and Video Retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Spatial extensions to bag of visual words
Proceedings of the ACM International Conference on Image and Video Retrieval
Video copy detection by fast sequence matching
Proceedings of the ACM International Conference on Image and Video Retrieval
Low-rate image retrieval with tree histogram coding
Proceedings of the 5th International ICST Mobile Multimedia Communications Conference
Location coding for mobile image retrieval
Proceedings of the 5th International ICST Mobile Multimedia Communications Conference
3D face recognition with sparse spherical representations
Pattern Recognition
Visual Registration Method for a Low Cost Robot
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
On the Coöperative Creation of Multimedia Meaning
SAMT '09 Proceedings of the 4th International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
Efficient Object Pixel-Level Categorization Using Bag of Features
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Grouping and Summarizing Scene Images from Web Collections
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Simultaneous Visual Object Recognition and Position Estimation Using SIFT
ICIRA '09 Proceedings of the 2nd International Conference on Intelligent Robotics and Applications
Refining image retrieval using one-class classification
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Multimodal pLSA on visual features and tags
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Filter object categories: employing visual consistency and semi-supervised approach
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Wikireality: augmenting reality with community driven websites
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Not all tags are created equal: learning Flickr tag semantics for global annotation
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
What can visual content analysis do for text based image search?
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Eye-in-hand stereo visual servoing of an assistive robot arm in unstructured environments
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Silhouette representation and matching for 3D pose discrimination - A comparative study
Image and Vision Computing
Improving Bag-of-Features for Large Scale Image Search
International Journal of Computer Vision
Coherent phrase model for efficient image near-duplicate retrieval
IEEE Transactions on Multimedia
Unsupervised human motion analysis using automatic label trees
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Hierarchical appearance-based classifiers for qualitative spatial localization
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Scalable learning for object detection with GPU hardware
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Visual block link analysis for image re-ranking
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Local feature hashing for face recognition
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Multimodal ranking for image search on community databases
Proceedings of the international conference on Multimedia information retrieval
Incremental indexing and distributed image search using shared randomized vocabularies
Proceedings of the international conference on Multimedia information retrieval
Distances and weighting schemes for bag of visual words image retrieval
Proceedings of the international conference on Multimedia information retrieval
Object-based tag propagation for semi-automatic annotation of images
Proceedings of the international conference on Multimedia information retrieval
Proceedings of the international conference on Multimedia information retrieval
Efficiently searching for similar images
Communications of the ACM
Gaussian Processes for Object Categorization
International Journal of Computer Vision
Comparing compact codebooks for visual categorization
Computer Vision and Image Understanding
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Content-based matching of videos using local spatio-temporal fingerprints
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Content-based image retrieval by indexing random subwindows with randomized trees
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Video sequence querying using clustering of objects' appearance models
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
On-line document registering and retrieving system for AR annotation overlay
Proceedings of the 1st Augmented Human International Conference
A tale of two object recognition methods for mobile robots
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Object recognition for the internet of things
IOT'08 Proceedings of the 1st international conference on The internet of things
A framework of CBIR system based on relevance feedback
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Constructing vocabulary ensembles by different clustering algorithms for object categorization
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Closing the loop in appearance-guided omnidirectional visual odometry by using vocabulary trees
Robotics and Autonomous Systems
Embedding spatial information into image content description for scene retrieval
Pattern Recognition
Locality sensitive hashing: A comparison of hash function types and querying mechanisms
Pattern Recognition Letters
Nearest neighbor based collection OCR
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Latent visual context analysis for image re-ranking
Proceedings of the ACM International Conference on Image and Video Retrieval
Multi modal semantic indexing for image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Scalable object-based video retrieval in HD video databases
Image Communication
Learning Robust Similarity Measures for 3D Partial Shape Retrieval
International Journal of Computer Vision
International Journal of Robotics Research
Late fusion of compact composite descriptors for retrieval from heterogeneous image databases
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Augmenting appearance-based localization and navigation using belief update
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 2 - Volume 2
Photo zoom: high resolution from unordered image collections
Proceedings of Graphics Interface 2010
Field Testing of an Integrated Surface/Subsurface Modeling Technique for Planetary Exploration
International Journal of Robotics Research
Efficiently locating photographs in many panoramas
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
Bag-of-visual-words and spatial extensions for land-use classification
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
Retrieving landmark and non-landmark images from community photo collections
Proceedings of the international conference on Multimedia
Discriminative codeword selection for image representation
Proceedings of the international conference on Multimedia
The third eye: mining the visual cognition across multi-language communities
Proceedings of the international conference on Multimedia
Building contextual visual vocabulary for large-scale image applications
Proceedings of the international conference on Multimedia
Spatial coding for large scale partial-duplicate web image search
Proceedings of the international conference on Multimedia
Building book inventories using smartphones
Proceedings of the international conference on Multimedia
Analyzing and predicting sentiment of images on the social web
Proceedings of the international conference on Multimedia
Landmark image retrieval using visual synonyms
Proceedings of the international conference on Multimedia
Data-oriented locality sensitive hashing
Proceedings of the international conference on Multimedia
KPB-SIFT: a compact local feature descriptor
Proceedings of the international conference on Multimedia
Large-scale robust visual codebook construction
Proceedings of the international conference on Multimedia
The IMMED project: wearable video monitoring of people with age dementia
Proceedings of the international conference on Multimedia
Large scale partially duplicated web image retrieval
Proceedings of the international conference on Multimedia
Proceedings of the international conference on Multimedia
Low latency image retrieval with progressive transmission of CHoG descriptors
Proceedings of the 2010 ACM multimedia workshop on Mobile cloud media computing
A large-scale performance study of cluster-based high-dimensional indexing
Proceedings of the international workshop on Very-large-scale multimedia corpus, mining and retrieval
Towards extensible automatic image annotation with the bag-of-words approach
Proceedings of the international workshop on Very-large-scale multimedia corpus, mining and retrieval
Human head pose estimation using multi-appearance features
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Visual codebooks survey for video on-line processing
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I
On vocabulary size in bag-of-visual-words representation
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Compact video description for copy detection with precise temporal alignment
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Building compact local pairwise codebook with joint feature space clustering
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Avoiding confusing features in place recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Efficient object category recognition using classemes
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Continuous visual codebooks with a limited branching tree growing neural gas
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Efficient structure from motion by graph optimization
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Binary coherent edge descriptors
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Spatially-sensitive affine-invariant image descriptors
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Location recognition using prioritized feature matching
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Improving the fisher kernel for large-scale image classification
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Accurate image localization based on google maps street view
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Building Rome on a cloudless day
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Visual recognition with humans in the loop
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
What does classifying more than 10,000 image categories tell us?
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Feature tracking for wide-baseline image retrieval
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Efficient non-consecutive feature tracking for structure-from-motion
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
A coarse-to-fine taxonomy of constellations for fast multi-class object detection
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Handling urban location recognition as a 2D homothetic problem
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
A local bag-of-features model for large-scale object retrieval
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Subspace tree: high dimensional multimedia indexing with logarithmic temporal complexity
Journal of Intelligent Information Systems
Real-Time Object Segmentation Using a Bag of Features Approach
Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
Scalable recognition and tracking for mobile augmented reality
Proceedings of the 9th ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications in Industry
Digilog miniature: real-time, immersive, and interactive AR on miniatures
Proceedings of the 9th ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications in Industry
An indexing approach for speeding-up image classification
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Complex wavelet transform with vocabulary tree for content based image retrieval
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Online and Incremental Appearance-based SLAM in Highly Dynamic Environments
International Journal of Robotics Research
Benchmarking stereo data (not the matching algorithms)
Proceedings of the 32nd DAGM conference on Pattern recognition
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
The generalized patchmatch correspondence algorithm
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Co-transduction for shape retrieval
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Descriptor learning for efficient retrieval
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Randomized locality sensitive vocabularies for bag-of-features model
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Large scale visual classification via learned dictionaries and sparse representation
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
A BoF model based CBCD system using hierarchical indexing and feature similarity constraints
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Event detection and recognition for semantic annotation of video
Multimedia Tools and Applications
Personalization in multimedia retrieval: A survey
Multimedia Tools and Applications
Building descriptive and discriminative visual codebook for large-scale image applications
Multimedia Tools and Applications
VIRaL: Visual Image Retrieval and Localization
Multimedia Tools and Applications
Methods for combined monocular and stereo mobile robot localization
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Visual assistance to an advanced mechatronic platform for pick and place tasks
ICIRA'10 Proceedings of the Third international conference on Intelligent robotics and applications - Volume Part II
GPS-aided recognition-based user tracking system with augmented reality in extreme large-scale areas
MMSys '11 Proceedings of the second annual ACM conference on Multimedia systems
The stanford mobile visual search data set
MMSys '11 Proceedings of the second annual ACM conference on Multimedia systems
Action recognition with appearance-motion features and fast search trees
Computer Vision and Image Understanding
3D human pose recovery from image by efficient visual feature selection
Computer Vision and Image Understanding
Modeling spatial and semantic cues for large-scale near-duplicated image retrieval
Computer Vision and Image Understanding
Prosemantic features for content-based image retrieval
AMR'09 Proceedings of the 7th international conference on Adaptive multimedia retrieval: understanding media and adapting to the user
Rotated complex wavelet transform with vocabulary tree for content based image retrieval
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
ShadowDraw: real-time user guidance for freehand drawing
ACM SIGGRAPH 2011 papers
Visual-inertial navigation, mapping and localization: A scalable real-time causal approach
International Journal of Robotics Research
Pursuing atomic video words by information projection
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Temporal feature weighting for prototype-based action recognition
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
A hybrid supervised-unsupervised vocabulary generation algorithm for visual concept recognition
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Optimizing visual vocabularies using soft assignment entropies
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Large scale disk-based metric indexing structure for approximate information retrieval by content
Proceedings of the 1st Workshop on New Trends in Similarity Search
Exploiting local dependencies with spatial-scale space (S-Cube) for near-duplicate retrieval
Computer Vision and Image Understanding
Toward a higher-level visual representation for content-based image retrieval
Proceedings of the 8th International Conference on Advances in Mobile Computing and Multimedia
Robotics and Autonomous Systems
ATLAS: a probabilistic algorithm for high dimensional similarity search
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Lost in binarization: query-adaptive ranking for similar image search with compact codes
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Accurate content-based video copy detection with efficient feature indexing
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Scalable logo recognition in real-world images
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
A kernel density based approach for large scale image retrieval
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Graph-based methods for the automatic annotation and retrieval of art prints
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Large-scale EMM identification based on geometry-constrained visual word correspondence voting
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
ShotTagger: tag location for internet videos
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Pairwise weak geometric consistency for large scale image search
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Latent visual context learning for web image applications
Pattern Recognition
Communications of the ACM
RSLAM: A System for Large-Scale Mapping in Constant-Time Using Stereo
International Journal of Computer Vision
Mobile visual search from dynamic image databases
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Stable structure from motion for unordered image collections
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Appearance-only SLAM at large scale with FAB-MAP 2.0
International Journal of Robotics Research
Learning the semantics of object-action relations by observation
International Journal of Robotics Research
Fast reciprocal nearest neighbors clustering
Signal Processing
Fast hough transform on GPUs: exploration of algorithm trade-offs
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Vision-based navigation with efficient scene recognition
Intelligent Service Robotics
Tagging image by exploring weighted correlation between visual features and tags
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Geometric Latent Dirichlet Allocation on a Matching Graph for Large-scale Image Datasets
International Journal of Computer Vision
Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs
International Journal of Computer Vision
Mining flickr landmarks by modeling reconstruction sparsity
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Using statistical topic models to organize and visualize large-scale architectural image databases
ACM SIGGRAPH 2011 Posters
Simple low-dimensional features approximating NCC-based image matching
Pattern Recognition Letters
Who's that girl? handheld augmented reality for printed photo books
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part III
Evaluation of global descriptors for large scale image retrieval
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Designing real-time multimedia applications on mobile devices
MobiHeld '11 Proceedings of the 3rd ACM SOSP Workshop on Networking, Systems, and Applications on Mobile Handhelds
Video-based descriptors for object recognition
Image and Vision Computing
Combined 2D-3D categorization and classification for multimodal perception systems
International Journal of Robotics Research
Multi-class object layout with unsupervised image classification and object localization
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Towards a universal and limited visual vocabulary
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
onNote: playing printed music scores as a musical instrument
Proceedings of the 24th annual ACM symposium on User interface software and technology
Situation-based indoor wayfinding system for the visually impaired
The proceedings of the 13th international ACM SIGACCESS conference on Computers and accessibility
Content based image retrieval using visual-words distribution entropy
MIRAGE'11 Proceedings of the 5th international conference on Computer vision/computer graphics collaboration techniques
Scene image clustering based on boosting and GMM
Proceedings of the Second Symposium on Information and Communication Technology
Improvements in image categorization using codebook ensembles
Image and Vision Computing
Combining image and text features: a hybrid approach to mobile book spine recognition
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Dual-sensor fusion for indoor user localisation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Query expansion by spatial co-occurrence for image retrieval
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Large scale image search with geometric coding
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Refining local descriptors by embedding semantic information for visual categorization
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Common visual pattern discovery via graph matching
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Exploring latent class information for image retrieval using the bag-of-feature model
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Marginal-based visual alphabets for local image descriptors aggregation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Bag-of-colors for improved image search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Asymmetric hamming embedding: taking the best of our bits for large scale image search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Spatial pooling for transformation invariant image representation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Time-aware co-training for indoors localization in visual lifelogs
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Active query sensing for mobile location search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
JIGSAW: interactive mobile visual search with multimodal queries
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Modeling social strength in social media community via kernel-based learning
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Audio-visual grouplet: temporal audio-visual interactions for general video concept classification
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Cross media hyperlinking for search topic browsing
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Contextual synonym dictionary for visual object retrieval
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Towards low bit rate mobile visual search with multiple-channel coding
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Augmenting mobile city-view image retrieval with context-rich user-contributed photos
MM '11 Proceedings of the 19th ACM international conference on Multimedia
MM '11 Proceedings of the 19th ACM international conference on Multimedia
MM '11 Proceedings of the 19th ACM international conference on Multimedia
TapTell: understanding visual intents on-the-go
MM '11 Proceedings of the 19th ACM international conference on Multimedia
A mobile location search system with active query sensing
MM '11 Proceedings of the 19th ACM international conference on Multimedia
From local features to local regions
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Music identification via vocabulary tree with MFCC peaks
MIRUM '11 Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Picture-in-picture copy detection using spatial coding techniques
AIEMPro '11 Proceedings of the 2011 ACM international workshop on Automated media analysis and production for novel TV services
Large-scale, dense city reconstruction from user-contributed photos
Computer Vision and Image Understanding
Scene reconstruction and visualization from internet photo collections
Scene reconstruction and visualization from internet photo collections
A Multi-Directional Search technique for image annotation propagation
Journal of Visual Communication and Image Representation
Efficient and Effective Visual Codebook Generation Using Additive Kernels
The Journal of Machine Learning Research
Dual-Space pyramid matching for medical image classification
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Minimum correspondence sets for improving large-scale augmented paper
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Visual synonyms for landmark image retrieval
Computer Vision and Image Understanding
Feature grouping and local soft match for mobile visual search
Pattern Recognition Letters
Sorting unorganized photo sets for urban reconstruction
Graphical Models
Human action segmentation and recognition via motion and shape analysis
Pattern Recognition Letters
Expert system design using wavelet and color vocabulary trees for image retrieval
Expert Systems with Applications: An International Journal
DietCam: Automatic dietary assessment with mobile camera phones
Pervasive and Mobile Computing
A fast compression-based similarity measure with applications to content-based image retrieval
Journal of Visual Communication and Image Representation
Leveraging community metadata for multimodal image ranking
Multimedia Tools and Applications
Geotag propagation in social networks based on user trust model
Multimedia Tools and Applications
Compressed Histogram of Gradients: A Low-Bitrate Descriptor
International Journal of Computer Vision
Location Discriminative Vocabulary Coding for Mobile Landmark Search
International Journal of Computer Vision
Leveraging 3D City Models for Rotation Invariant Place-of-Interest Recognition
International Journal of Computer Vision
Pattern Recognition Letters
Distributional semantics from text and images
GEMS '11 Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics
Incrementally discovering object classes using similarity propagation and graph clustering
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Scalable image retrieval based on feature forest
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Handheld operator control unit
HRI '12 Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction
Incremental visual objects clustering with the growing vocabulary tree
Multimedia Tools and Applications
International Journal of Computer Vision
Distance-Based multiple paths quantization of vocabulary tree for object and scene retrieval
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Context-Aware Semi-Local Feature Detector
ACM Transactions on Intelligent Systems and Technology (TIST)
Learning landmarks by exploiting social media
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Image matching based on representative local descriptors
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Learning vocabulary-based hashing with adaboost
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
An augmented reality tourist guide on your mobile devices
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
A hierarchical approach to practical beverage package recognition
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Semantic parsing of street scenes from video
International Journal of Robotics Research
One-shot visual appearance learning for mobile manipulation
International Journal of Robotics Research
CAT-SLAM: probabilistic localisation and mapping using a continuous appearance-based trajectory
International Journal of Robotics Research
Editors Choice Article: Visual SLAM: Why filter?
Image and Vision Computing
Building implicit dictionaries based on extreme random clustering for modality recognition
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Visual vocabulary optimization with spatial context for image annotation and classification
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Place recognition via 3d modeling for personal activity lifelog using wearable camera
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
A fuzzy rank-based late fusion method for image retrieval
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Content based image retrieval using bag-of-regions
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Class consistent k-means: Application to face and action recognition
Computer Vision and Image Understanding
RGB-D mapping: Using Kinect-style depth cameras for dense 3D modeling of indoor environments
International Journal of Robotics Research
Dynamic hand gesture recognition: An exemplar-based approach from motion divergence fields
Image and Vision Computing
Object recognition using discriminative parts
Computer Vision and Image Understanding
Learning compact visual descriptor for low bit rate mobile landmark search
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
A robust image retrieval system for mobile guide applications
International Journal of Intelligent Systems
Halfway through the semantic gap: Prosemantic features for image retrieval
Information Sciences: an International Journal
Supervised learning of Gaussian mixture models for visual vocabulary generation
Pattern Recognition
A Review of Codebook Models in Patch-Based Visual Object Recognition
Journal of Signal Processing Systems
Global localization with non-quantized local image features
Robotics and Autonomous Systems
High-confidence near-duplicate image detection
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
SUPER: towards real-time event recognition in internet videos
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Exploring two spaces with one feature: kernelized multidimensional modeling of visual alphabets
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
ImageTerrier: an extensible platform for scalable high-performance image retrieval
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Large vocabulary quantization for searching instances from videos
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Probabilistic cost model for nearest neighbor search in image retrieval
Computer Vision and Image Understanding
Toward a higher-level visual representation for content-based image retrieval
Multimedia Tools and Applications
Object recognition using summed features classifier
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Active query sensing: Suggesting the best query view for mobile visual search
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section of best papers of ACM multimedia 2011, and special section on 3D mobile multimedia
Monocular vision based 6D object localization for service robot's intelligent grasping
Computers & Mathematics with Applications
IRIW: image retrieval based image watermarking for large-scale image databases
IWDW'11 Proceedings of the 10th international conference on Digital-Forensics and Watermarking
IWDW'11 Proceedings of the 10th international conference on Digital-Forensics and Watermarking
An automated vision based on-line novel percept detection method for a mobile robot
Robotics and Autonomous Systems
International Journal of Robotics Research
Local feature-based multi-object recognition scheme for surveillance
Engineering Applications of Artificial Intelligence
In-video product annotation with web information mining
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Binary SIFT: towards efficient feature matching verification for image search
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
AMIGO: accurate mobile image geotagging
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Cross community news event summary generation based on collaborative ranking
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Evaluation of Three Vision Based Object Perception Methods for a Mobile Robot
Journal of Intelligent and Robotic Systems
Thick boundaries in binary space and their influence on nearest-neighbor search
Pattern Recognition Letters
Distributional semantics in technicolor
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Proceedings of the 20th ACM international conference on Multimedia
Exploiting visual word co-occurrence for image retrieval
Proceedings of the 20th ACM international conference on Multimedia
Scalar quantization for large scale image search
Proceedings of the 20th ACM international conference on Multimedia
Query-driven iterated neighborhood graph search for large scale indexing
Proceedings of the 20th ACM international conference on Multimedia
Embedding spatial context information into inverted filefor large-scale image retrieval
Proceedings of the 20th ACM international conference on Multimedia
Snap-and-ask: answering multimodal question by naming visual instance
Proceedings of the 20th ACM international conference on Multimedia
Query expansion enhancement by fast binary matching
Proceedings of the 20th ACM international conference on Multimedia
Similar image search with a tiny bag-of-delegates representation
Proceedings of the 20th ACM international conference on Multimedia
Geometric context-preserving progressive transmission in mobile visual search
Proceedings of the 20th ACM international conference on Multimedia
Local visual words coding for low bit rate mobile visual search
Proceedings of the 20th ACM international conference on Multimedia
Virtual reference view generation for CBIR-based visual pose estimation
Proceedings of the 20th ACM international conference on Multimedia
Efficient mobile landmark recognition based on saliency-aware scalable vocabulary tree
Proceedings of the 20th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
Improving bag-of-visual-words model with spatial-temporal correlation for video retrieval
Proceedings of the 21st ACM international conference on Information and knowledge management
MobiMed: comparing object identification techniques on smartphones
Proceedings of the 7th Nordic Conference on Human-Computer Interaction: Making Sense Through Design
Modified curvelet transform with vocabulary tree for content based image retrieval
Digital Signal Processing
Viewpoint-aware object detection and continuous pose estimation
Image and Vision Computing
Worldwide pose estimation using 3d point clouds
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Improving image-based localization by active correspondence search
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
MatchMiner: efficient spanning structure mining in large image collections
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Large scale visual geo-localization of images in mountainous terrain
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Query specific fusion for image retrieval
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Size matters: exhaustive geometric verification for image retrieval accepted for ECCV 2012
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Nested sparse quantization for efficient feature coding
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Comparative evaluation of binary features
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Negative evidences and co-occurences in image retrieval: the benefit of PCA and whitening
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Approximate gaussian mixtures for large scale vocabularies
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
A memory efficient discriminative approach for location aided recognition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Towards exhaustive pairwise matching in large image collections
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Learning to match images in large-scale collections
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Towards fast image-based localization on a city-scale
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
Mobile product image search by automatic query object extraction
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Artistic image classification: an analysis on the PRINTART database
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
SIFT match verification by geometric coding for large-scale partial-duplicate web image search
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
A low-bandwidth camera sensor platform with applications in smart camera networks
ACM Transactions on Sensor Networks (TOSN)
A novel method for image retrieval based on structure elements' descriptor
Journal of Visual Communication and Image Representation
Heritage app: annotating images on mobile phones
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Content level access to digital library of India pages
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Feature set reduction for image matching in large scale environments
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
A feature compression scheme for large scale image retrieval systems
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Panoramic image search by similarity and adjacency for similar landscape discovery
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Region graphs for organizing image collections
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
A tree-based approach to integrated action localization, recognition and segmentation
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Spherical soft assignment: improving image representation in content-based image retrieval
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Robust Duplicate Detection of 2D and 3D Objects
International Journal of Multimedia Data Engineering & Management
On Combining Sequence Alignment and Feature-Quantization for Sub-Image Searching
International Journal of Multimedia Data Engineering & Management
Wally: crowd powered image matching on tablets
Proceedings of the First International Workshop on Crowdsourcing and Data Mining
A MapReduce-based filtering algorithm for vector similarity join
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
An efficient video copy detection method combining vocabulary tree and inverted file
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Modality classification for medical images using sparse coded affine-invariant descriptors
PAKDD'12 Proceedings of the 2012 Pacific-Asia conference on Emerging Trends in Knowledge Discovery and Data Mining
Densifying Distance Spaces for Shape and Image Retrieval
Journal of Mathematical Imaging and Vision
Fusing color and shape for bag-of-words based object recognition
CCIW'13 Proceedings of the 4th international conference on Computational Color Imaging
An OpenCL-based feature matcher
Image Communication
Learning from mobile contexts to minimize the mobile location search latency
Image Communication
Signature matching distance for content-based image retrieval
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Searching visual instances with topology checking and context modeling
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Direct modeling of image keypoints distribution through copula-based image signatures
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
ObjectSense: a scalable multi-objects recognition system based on partial-duplicate image retrieval
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Discriminative codebook learning for Web image search
Signal Processing
Accurate off-line query expansion for large-scale mobile visual search
Signal Processing
Understanding architectural characteristics of multimedia retrieval workloads
Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems
3D attention: measurement of visual saliency using eye tracking glasses
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Exclusive visual descriptor quantization
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Quadra-Embedding: binary code embedding with low quantization error
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Efficient clothing retrieval with semantic-preserving visual phrases
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
VISOR: towards on-the-fly large-scale object category retrieval
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Image retrieval using eigen queries
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Spin image revisited: fast candidate selection using outlier forest search
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Efficient geometric re-ranking for mobile visual search
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
An improvement to the SIFT descriptor for image representation and matching
Pattern Recognition Letters
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Image search—from thousands to billions in 20 years
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special Sections on the 20th Anniversary of ACM International Conference on Multimedia, Best Papers of ACM Multimedia 2012
Robust and accurate mobile visual localization and its applications
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special Sections on the 20th Anniversary of ACM International Conference on Multimedia, Best Papers of ACM Multimedia 2012
When Amazon Meets Google: Product Visualization by Exploring Multiple Web Sources
ACM Transactions on Internet Technology (TOIT)
Bag of visual words model for videos segmentation into scenes
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Scalable mobile search with binary phrase
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Multi-order visual phrase for scalable image search
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
A sample-based hierarchical adaptive K-means clustering method for large-scale video retrieval
Knowledge-Based Systems
Sim-min-hash: an efficient matching technique for linking large image collections
Proceedings of the 21st ACM international conference on Multimedia
Strong geometrical consistency in large scale partial-duplicate image search
Proceedings of the 21st ACM international conference on Multimedia
Revisiting the VLAD image representation
Proceedings of the 21st ACM international conference on Multimedia
Understanding and classifying image tweets
Proceedings of the 21st ACM international conference on Multimedia
Golden retriever: a Java based open source image retrieval engine
Proceedings of the 21st ACM international conference on Multimedia
RWS-Diff: flexible and efficient change detection in hierarchical data
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Object class detection: A survey
ACM Computing Surveys (CSUR)
Global matching to enhance the strength of local intensity order pattern feature descriptor
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
A unified tree-based framework for joint action localization, recognition and segmentation
Computer Vision and Image Understanding
Real-time 6-DOF multi-session visual SLAM over large-scale environments
Robotics and Autonomous Systems
An experimental study on the universality of visual vocabularies
Journal of Visual Communication and Image Representation
FACTS - a computer vision system for 3D recovery and semantic mapping of human factors
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Multimedia search reranking: A literature survey
ACM Computing Surveys (CSUR)
Unsupervised approximate-semantic vocabulary learning for human action and video classification
Pattern Recognition Letters
Selection of canonical images of travel attractions using image clustering and aesthetics analysis
International Journal of Computational Science and Engineering
A unified approximate nearest neighbor search scheme by combining data structure and hashing
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Learning spatially semantic representations for cognitive robot navigation
Robotics and Autonomous Systems
Learning group-based dictionaries for discriminative image representation
Pattern Recognition
A new ROI based image retrieval system using an auxiliary Gaussian weighting scheme
Multimedia Tools and Applications
Find where you are: a new try in place recognition
The Visual Computer: International Journal of Computer Graphics
Context-aware Discriminative Vocabulary Tree Learning for mobile landmark recognition
Digital Signal Processing
Learning discriminative localization from weakly labeled data
Pattern Recognition
Spatially aware feature selection and weighting for object retrieval
Image and Vision Computing
Pattern Recognition Letters
ObjectPatchNet: Towards scalable and semantic image annotation and retrieval
Computer Vision and Image Understanding
Social-oriented visual image search
Computer Vision and Image Understanding
Efficient keyframe-based real-time camera tracking
Computer Vision and Image Understanding
Pattern Recognition Letters
Generative Methods for Long-Term Place Recognition in Dynamic Scenes
International Journal of Computer Vision
Towards large-scale geometry indexing by feature selection
Computer Vision and Image Understanding
A new descriptor resistant to affine transformation and monotonic intensity change
Computer Vision and Image Understanding
Image and Vision Computing
Anytime merging of appearance-based maps
Autonomous Robots
“I want that”: Human-in-the-loop control of a wheelchair-mounted robotic arm
Applied Bionics and Biomechanics - Assistive and Rehabilitation Robotics
Vision-based all-in-one solution for augmented reality and its storytelling applications
The Visual Computer: International Journal of Computer Graphics
| Hi-index | 0.03 |
A recognition scheme that scales efficiently to a large number of objects is presented. The efficiency and quality is exhibited in a live demonstration that recognizes CD-covers from a database of 40000 images of popular music CD's. The scheme builds upon popular techniques of indexing descriptors extracted from local regions, and is robust to background clutter and occlusion. The local region descriptors are hierarchically quantized in a vocabulary tree. The vocabulary tree allows a larger and more discriminatory vocabulary to be used efficiently, which we show experimentally leads to a dramatic improvement in retrieval quality. The most significant property of the scheme is that the tree directly defines the quantization. The quantization and the indexing are therefore fully integrated, essentially being one and the same. The recognition quality is evaluated through retrieval on a database with ground truth, showing the power of the vocabulary tree approach, going as high as 1 million images.