The rate adapting poisson model for information retrieval and object recognition
ICML '06 Proceedings of the 23rd international conference on Machine learning
Visual pattern discovery using web images
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
To search or to label?: predicting the performance of search-based automatic image classifiers
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Segmentation and description of natural outdoor scenes
Image and Vision Computing
Review: Which is the best way to organize/classify images by content?
Image and Vision Computing
Learning Parts-Based Representations of Data
The Journal of Machine Learning Research
Image retrieval on large-scale image databases
Proceedings of the 6th ACM international conference on Image and video retrieval
Canonical image selection from the web
Proceedings of the 6th ACM international conference on Image and video retrieval
A learning state-space model for image retrieval
EURASIP Journal on Applied Signal Processing
Visual language modeling for image classification
Proceedings of the international workshop on Workshop on multimedia information retrieval
Foundations and Trends® in Computer Graphics and Vision
Towards adaptive object recognition for situated human-computer interaction
Proceedings of the 2007 workshop on Multimodal interfaces in semantic interaction
LabelMe: A Database and Web-Based Tool for Image Annotation
International Journal of Computer Vision
Describing Visual Scenes Using Transformed Objects and Parts
International Journal of Computer Vision
Automatic web image selection with a probabilistic latent topic model
Proceedings of the 17th international conference on World Wide Web
Curious George: An attentive semantic robot
Robotics and Autonomous Systems
Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words
International Journal of Computer Vision
Identifying relevant frames in weakly labeled videos for training concept detectors
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Semantic image classification using statistical local spatial relations model
Multimedia Tools and Applications
Boosting with incomplete information
Proceedings of the 25th international conference on Machine learning
Content-based image retrieval with the normalized information distance
Computer Vision and Image Understanding
Constructing visual phrases for effective and efficient object-based image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Modeling the World from Internet Photo Collections
International Journal of Computer Vision
A novel region-based approach to visual concept modeling using web images
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Real time google and live image search re-ranking
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Towards Scalable Dataset Construction: An Active Learning Approach
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Leveraging Web 2.0 Sources for Web Content Classification
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Video retrieval based on object discovery
Computer Vision and Image Understanding
A New Multiple Kernel Approach for Visual Concept Learning
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Local Image Descriptors Using Supervised Kernel ICA
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Latent Style Model: Discovering writing styles for calligraphy works
Journal of Visual Communication and Image Representation
Mining the web for visual concepts
Proceedings of the 9th International Workshop on Multimedia Data Mining: held in conjunction with the ACM SIGKDD 2008
Region-based image retrieval using color-size features of watershed regions
Journal of Visual Communication and Image Representation
Latent mixture vocabularies for object categorization and segmentation
Image and Vision Computing
Object localisation using the Generative Template of Features
Computer Vision and Image Understanding
A Bag of Strings Representation for Image Categorization
Journal of Mathematical Imaging and Vision
CrowdReranking: exploring multiple search engines for visual search reranking
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Unsupervised modeling of objects and their hierarchical contextual interactions
Journal on Image and Video Processing - Special issue on patches in vision
Contextual classification of image patches with latent aspect models
Journal on Image and Video Processing - Special issue on patches in vision
Foreground Focus: Unsupervised Learning from Partially Matching Images
International Journal of Computer Vision
Sketch2Photo: internet image montage
ACM SIGGRAPH Asia 2009 papers
A fast data collection and augmentation procedure for object recognition
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Unsupervised categorization (filtering) of Google images based on visual consistency
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
A new compositional technique for hand posture recognition
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
Canonical contextual distance for large-scale image annotation and retrieval
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Visual ContextRank for web image re-ranking
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
The role of tags and image aesthetics in social image search
WSM '09 Proceedings of the first SIGMM workshop on Social media
Inferring semantic concepts from community-contributed images and noisy tags
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Coboost learning of visual categories with 1st and 2nd order features from Google images
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Are Clickthroughs Useful for Image Labelling?
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Scale-invariant visual language modeling for object categorization
IEEE Transactions on Multimedia - Special issue on integration of context and content
Learning color names for real-world applications
IEEE Transactions on Image Processing
Semi-supervised learning of visual classifiers from web images and text
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Semantic Image Search and Subset Selection for Classifier Training in Object Recognition
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Scene Categorization by Introducing Contextual Information to the Visual Words
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Efficient Hypothesis Generation through Sub-categorization for Multiple Object Detection
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Web image gathering with region-based bag-of-features and multiple instance learning
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
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Knowledge discovery over community-sharing media: from signal to intelligence
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Learning disease severity for capsule endoscopy images
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Leveraging social media for training object detectors
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
3D model selection from an internet database for robotic vision
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
A compositional technique for hand posture recognition: new results
WSEAS TRANSACTIONS on COMMUNICATIONS
Improving image sets through sense disambiguation and context ranking
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Automatic online labeling images via co-active-learning
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Scene categorization via contextual visual words
Pattern Recognition
Recognition of object categories using affine kernels
Proceedings of the international conference on Multimedia information retrieval
Relevance filtering meets active learning: improving web-based concept detectors
Proceedings of the international conference on Multimedia information retrieval
Topic models for semantics-preserving video compression
Proceedings of the international conference on Multimedia information retrieval
Region-based automatic web image selection
Proceedings of the international conference on Multimedia information retrieval
Tag dictionary and its applications
Proceedings of the international conference on Multimedia information retrieval
OPTIMOL: Automatic Online Picture Collection via Incremental Model Learning
International Journal of Computer Vision
International Journal of Computer Vision
The Pascal Visual Object Classes (VOC) Challenge
International Journal of Computer Vision
Learning natural scene categories by selective multi-scale feature extraction
Image and Vision Computing
Context information from search engines for document recognition
Pattern Recognition Letters
Unsupervised identification of multiple objects of interest from multiple images: dISCOVER
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Semi-latent Dirichlet allocation: a hierarchical model for human action recognition
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Object category recognition using probabilistic fusion of speech and image classifiers
MLMI'07 Proceedings of the 4th international conference on Machine learning for multimodal interaction
A system that learns to tag videos by watching youtube
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Co-reranking by mutual reinforcement for image search
Proceedings of the ACM International Conference on Image and Video Retrieval
A hybrid unsupervised image re-ranking approach with latent topic contents
Proceedings of the ACM International Conference on Image and Video Retrieval
Filter object categories using coboost with 1st and 2nd order features
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Action categorization by structural probabilistic latent semantic analysis
Computer Vision and Image Understanding
Per-sample multiple kernel approach for visual concept learning
Journal on Image and Video Processing - Special issue on selected papers from multimedia modeling conference 2009
A probabilistic topic-connection model for automatic image annotation
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
K-way min-max cut for image clustering and junk images filtering from Google images
Proceedings of the international conference on Multimedia
Mining personalized medicine algorithms with surrogate algorithm tags
Proceedings of the 1st ACM International Health Informatics Symposium
Two-stage localization for image labeling
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Semantic label sharing for learning with many categories
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Discovering multipart appearance models from captioned images
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Image segmentation with topic random field
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Figure-ground image segmentation helps weakly-supervised learning of objects
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images
ACM Transactions on Intelligent Systems and Technology (TIST)
Using the knowledge of object colors to segment images and improve web image search
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Weakly supervised landmark labeling in searched data
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Cost-Sensitive Active Visual Category Learning
International Journal of Computer Vision
Regularized semi-supervised latent dirichlet allocation for visual concept learning
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Web-based object category learning using human-robot interaction cues
Proceedings of the 6th international conference on Human-robot interaction
Learning facial attributes by crowdsourcing in social media
Proceedings of the 20th international conference companion on World wide web
Visual search reranking via adaptive particle swarm optimization
Pattern Recognition
Multiple viewpoint recognition and localization
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Geometric Latent Dirichlet Allocation on a Matching Graph for Large-scale Image Datasets
International Journal of Computer Vision
Retrieving and ranking unannotated images through collaboratively mining online search results
Proceedings of the 20th ACM international conference on Information and knowledge management
A hierarchical latent topic model based on sparse coding
Neurocomputing
A novel method for semantic video concept learning using web images
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Learning from search engine and human supervision for web image search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Towards unsupervised discovery of visual categories
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Sampling strategies for bag-of-features image classification
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Face Recognition from Caption-Based Supervision
International Journal of Computer Vision
A robust approach for object recognition
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
A non-parametric visual-sense model of images--extending the cluster hypothesis beyond text
Multimedia Tools and Applications
Video fingerprinting using Latent Dirichlet Allocation and facial images
Pattern Recognition
Leveraging social media for scalable object detection
Pattern Recognition
Mr. LDA: a flexible large scale topic modeling package using variational inference in MapReduce
Proceedings of the 21st international conference on World Wide Web
Multi-class particle swarm model selection for automatic image annotation
Expert Systems with Applications: An International Journal
Novelty detection in wildlife scenes through semantic context modelling
Pattern Recognition
Learning bilingual lexicons using the visual similarity of labeled web images
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Multi-graph multi-instance learning for object-based image and video retrieval
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Joint-rerank: a novel method for image search reranking
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Image exploration using online feature extraction and reranking
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
SIR: the smart image retrieval engine
SISAP'12 Proceedings of the 5th international conference on Similarity Search and Applications
Scene classification using a multi-resolution bag-of-features model
Pattern Recognition
Label-to-region with continuity-biased bi-layer sparsity priors
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Learning the Relative Importance of Objects from Tagged Images for Retrieval and Cross-Modal Search
International Journal of Computer Vision
A bag-of-objects retrieval model for web image search
Proceedings of the 20th ACM international conference on Multimedia
Query-adaptive shape topic mining for hand-drawn sketch recognition
Proceedings of the 20th ACM international conference on Multimedia
Online non-feedback image re-ranking via dominant data selection
Proceedings of the 20th ACM international conference on Multimedia
Towards concept anchoring for cognitive robots
Intelligent Service Robotics
Latent Dirichlet allocation for image segmentation and source finding in radio astronomy images
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
An incremental structured part model for image classification
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Web-enhanced object category learning for domestic robots
Intelligent Service Robotics
Instance-Level landmark labeling via multi-layer superpixels
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Learning from the web: recognition method based on object appearance from internet images
Proceedings of the 8th ACM/IEEE international conference on Human-robot interaction
Content-Based re-ranking of text-based image search results
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Robust multiple-instance learning with superbags
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Proceedings of the 22nd international conference on World Wide Web
Anchor concept graph distance for web image re-ranking
Proceedings of the 21st ACM international conference on Multimedia
A heterogenous automatic feedback semi-supervised method for image reranking
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Multimedia search reranking: A literature survey
ACM Computing Surveys (CSUR)
Learning structured visual dictionary for object tracking
Image and Vision Computing
Automatic extraction of relevant video shots of specific actions exploiting Web data
Computer Vision and Image Understanding
Continuous human action recognition in real time
Multimedia Tools and Applications
The Visual Computer: International Journal of Computer Graphics
Object search using object co-occurrence relations derived from web content mining
Intelligent Service Robotics
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We propose a novel approach for shape-based segmentation based on a specially designed level set function format. This format permits us to better control the process of object registration which is an important part in the shapebased segmentation framework. ...