Robot vision
ICML '06 Proceedings of the 23rd international conference on Machine learning
A feature-based matching scheme: MPCD and robust matching strategy
Pattern Recognition Letters
Selection and Fusion of Color Models for Image Feature Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distinct Multicolored Region Descriptors for Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Interest point detection using imbalance oriented selection
Pattern Recognition
A correlation-based model for unsupervised feature selection
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Optimization of interactive visual-similarity-based search
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Drums, curve descriptors and affine invariant region matching
Image and Vision Computing
Automatic generation of consensus ground truth for the comparison of edge detection techniques
Image and Vision Computing
Aggregate similarity queries in relevance feedback methods for content-based image retrieval
Proceedings of the 2008 ACM symposium on Applied computing
Improving Piecewise-Linear Registration Through Mesh Optimization
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
How to Use SIFT Vectors to Analyze an Image with Database Templates
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Improving the Run-Time Performance of Multi-class Support Vector Machines
Proceedings of the 30th DAGM symposium on Pattern Recognition
Proceedings of the 17th ACM conference on Information and knowledge management
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Performance evaluation of local colour invariants
Computer Vision and Image Understanding
Comparing active vision models
Image and Vision Computing
A Continuous Labeling for Multiphase Graph Cut Image Partitioning
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
The Many Facets of Progressive Retrieval for CBIR
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Partial order embedding with multiple kernels
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Robust Surface Fitting from Two Views using Restricted Correspondence
Journal of Mathematical Imaging and Vision
The Representation and Matching of Images Using Top Points
Journal of Mathematical Imaging and Vision
Time-Aware Similarity Search: A Metric-Temporal Representation for Complex Data
SSTD '09 Proceedings of the 11th International Symposium on Advances in Spatial and Temporal Databases
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Reducing Keypoint Database Size
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
MESH-based active Monte Carlo recognition (MESH-AMCR)
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A partial-order based active cache for recommender systems
Proceedings of the third ACM conference on Recommender systems
Representing images of a rotating object with cyclic permutation for view-based pose estimation
Computer Vision and Image Understanding
Boosting constrained mutual subspace method for robust image-set based object recognition
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Improving CBIR using feature extraction based on wavelet transform
Proceedings of the 14th Brazilian Symposium on Multimedia and the Web
International Journal of Computer Vision
A binary self-organizing map and its FPGA implementation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Scalable self-assembly and self-repair in a collective of robots
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Mesh Topological Optimization for Improving Piecewise-Linear Image Registration
Journal of Mathematical Imaging and Vision
Embedding a region merging prior in level set vector-valued image segmentation
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Multimedia analysis by learning
MCAM'07 Proceedings of the 2007 international conference on Multimedia content analysis and mining
Evaluating descriptors performances for object tracking on natural video data
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Shape-based image retrieval using k-means clustering and neural networks
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
A study of Zernike invariants for content-based image retrieval
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Fine: fractal indexing based on neighborhood estimation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Learning Photometric Invariance for Object Detection
International Journal of Computer Vision
Is local colour normalization good enough for local appearance-based classification?
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Active caching for similarity queries based on shared-neighbor information
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
BP-tree: an efficient index for similarity search in high-dimensional metric spaces
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
3D object retrieval with bag-of-region-words
Proceedings of the international conference on Multimedia
Can shared-neighbor distances defeat the curse of dimensionality?
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
NF-features - no-feature-features for representing non-textured regions
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Body color sets: A compact and reliable representation of images
Journal of Visual Communication and Image Representation
Graph embedding for pattern recognition
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Color constancy algorithms for object and face recognition
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Relevance feedback for the Earth Mover's distance
AMR'09 Proceedings of the 7th international conference on Adaptive multimedia retrieval: understanding media and adapting to the user
Content-based emblem retrieval using Zernike moments
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Learning Multi-modal Similarity
The Journal of Machine Learning Research
Graph-based quadratic optimization: A fast evolutionary approach
Computer Vision and Image Understanding
Indexing the signature quadratic form distance for efficient content-based multimedia retrieval
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Ptolemaic indexing of the signature quadratic form distance
Proceedings of the Fourth International Conference on SImilarity Search and APplications
Parameterized earth mover's distance for efficient metric space indexing
Proceedings of the Fourth International Conference on SImilarity Search and APplications
Object and scene recognition using color descriptors and adaptive color KLT
HCII'11 Proceedings of the 1st international conference on Human interface and the management of information: interacting with information - Volume Part II
Image receptive fields neural networks for object recognition
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
An improved image blind identification based on inconsistency in light source direction
The Journal of Supercomputing
An improved SalBayes model with GMM
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Processing the signature quadratic form distance on many-core GPU architectures
Proceedings of the 20th ACM international conference on Information and knowledge management
Knowledge propagation in large image databases using neighborhood information
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Pattern Recognition Letters
Image object recognition by SVMs and evidence theory
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Margin maximizing discriminant analysis for multi-shot based object recognition
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Learning discriminative canonical correlations for object recognition with image sets
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
A set correlation model for partitional clustering
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
On stability of adaptive similarity measures for content-based image retrieval
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Object recognition using discriminative parts
Computer Vision and Image Understanding
Optimising the number of channels in EEG-augmented image search
BCS-HCI '11 Proceedings of the 25th BCS Conference on Human-Computer Interaction
Hybrid machine learning approach for object recognition: fusion of features and decisions
Machine Graphics & Vision International Journal
Combining CPU and GPU architectures for fast similarity search
Distributed and Parallel Databases
Resource optimization in distributed real-time multimedia applications
Multimedia Tools and Applications
Automatic aspect discrimination in data clustering
Pattern Recognition
Cut-Region: a compact building block for hierarchical metric indexing
SISAP'12 Proceedings of the 5th international conference on Similarity Search and Applications
Visual image search: feature signatures or/and global descriptors
SISAP'12 Proceedings of the 5th international conference on Similarity Search and Applications
A view-based 3D object shape representation technique
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
treeKL: A distance between high dimension empirical distributions
Pattern Recognition Letters
Bayesian shape from silhouettes
MUSCLE'11 Proceedings of the 2011 international conference on Computational Intelligence for Multimedia Understanding
Per-patch descriptor selection using surface and scene properties
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Color constancy using single colors
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
Video synchronization as one-class learning
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Interactive data mining with 3D-parallel-coordinate-trees
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
On the combination of relative clustering validity criteria
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
Moment invariants to affine transformation of colours
Pattern Recognition Letters
Bayesian 3D shape from silhouettes
Digital Signal Processing
Robust point pattern matching based on spectral context
Pattern Recognition
A scalable re-ranking method for content-based image retrieval
Information Sciences: an International Journal
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We present the ALOI collection of 1,000 objects recorded under various imaging circumstances. In order to capture the sensory variation in object recordings, we systematically varied viewing angle, illumination angle, and illumination color for each object, and additionally captured wide-baseline stereo images. We recorded over a hundred images of each object, yielding a total of 110,250 images for the collection. These images are made publicly available for scientific research purposes.