Approximate nearest neighbors: towards removing the curse of dimensionality
STOC '98 Proceedings of the thirtieth annual ACM symposium on Theory of computing
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 2)
A software system for automatic albuming of consumer pictures
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 2)
Affine/ Photometric Invariants for Planar Intensity Patterns
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
Similarity Search in High Dimensions via Hashing
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Video Google: A Text Retrieval Approach to Object Matching in Videos
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Content based sub-image retrieval via hierarchical tree matching
MMDB '03 Proceedings of the 1st ACM international workshop on Multimedia databases
Robust content-based image searches for copyright protection
MMDB '03 Proceedings of the 1st ACM international workshop on Multimedia databases
Automated location matching in movies
Computer Vision and Image Understanding - Special isssue on video retrieval and summarization
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
PCA-SIFT: a more distinctive representation for local image descriptors
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Enhanced Perceptual Distance Functions and Indexing for Image Replica Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
IrisNet: an internet-scale architecture for multimedia sensors
Proceedings of the 13th annual ACM international conference on Multimedia
Semantic manifold learning for image retrieval
Proceedings of the 13th annual ACM international conference on Multimedia
A unified framework for resolving ambiguity in copy detection
Proceedings of the 13th annual ACM international conference on Multimedia
Photo-to-search: using multimodal queries to search the web from mobile devices
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
A case-study of scoring schemes for the PvS-index
Proceedings of the 2nd international workshop on Computer vision meets databases
Scalability of local image descriptors: a comparative study
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Robust voting algorithm based on labels of behavior for video copy detection
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Fast tracking of near-duplicate keyframes in broadcast domain with transitivity propagation
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Pruning SIFT for scalable near-duplicate image matching
ADC '07 Proceedings of the eighteenth conference on Australasian database - Volume 63
Near-duplicate keyframe retrieval with visual keywords and semantic context
Proceedings of the 6th ACM international conference on Image and video retrieval
Z-grid-based probabilistic retrieval for scaling up content-based copy detection
Proceedings of the 6th ACM international conference on Image and video retrieval
Proceedings of the 6th ACM international conference on Image and video retrieval
Scalable near identical image and shot detection
Proceedings of the 6th ACM international conference on Image and video retrieval
Detection of near-duplicate images for web search
Proceedings of the 6th ACM international conference on Image and video retrieval
New local descriptors based on dissociated dipoles
Proceedings of the 6th ACM international conference on Image and video retrieval
Clustering near-duplicate images in large collections
Proceedings of the international workshop on Workshop on multimedia information retrieval
Novelty detection for cross-lingual news stories with visual duplicates and speech transcripts
Proceedings of the 15th international conference on Multimedia
Practical elimination of near-duplicates from web video search
Proceedings of the 15th international conference on Multimedia
UQLIPS: a real-time near-duplicate video clip detection system
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news
Computer Vision and Image Understanding
Scalable landmark recognition using EXTENT
Multimedia Tools and Applications
Improving web information indexing and retrieval based on center block duplication detection
International Journal of Innovative Computing and Applications
Locality sensitive hash functions based on concomitant rank order statistics
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Constructing visual phrases for effective and efficient object-based image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Fast identification of visual documents using local descriptors
Proceedings of the eighth ACM symposium on Document engineering
How to Use SIFT Vectors to Analyze an Image with Database Templates
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
High-dimensional descriptor indexing for large multimedia databases
Proceedings of the 17th ACM conference on Information and knowledge management
Near-duplicate keyframe retrieval by nonrigid image matching
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Object fingerprints for content analysis with applications to street landmark localization
MM '08 Proceedings of the 16th ACM international conference on Multimedia
A posteriori multi-probe locality sensitive hashing
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Mixed-initiative photo collage authoring
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
Automatic selection of representative photo and smart thumbnailing using near-duplicate detection
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Accelerating near-duplicate video matching by combining visual similarity and alignment distortion
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Finding near-duplicate images on the web using fingerprints
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Large scale image copy detection evaluation
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Spatio-temporal features for robust content-based video copy detection
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
A Fast and Effective Dichotomy Based Hash Algorithm for Image Matching
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Visual word proximity and linguistics for semantic video indexing and near-duplicate retrieval
Computer Vision and Image Understanding
An Efficient Method for Near-Duplicate Video Detection
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A New Framework for Constructing Accurate Affine Invariant Regions
IEICE - Transactions on Information and Systems
Automatic video tagging using content redundancy
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
MESH-based active Monte Carlo recognition (MESH-AMCR)
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Indexing local configurations of features for scalable content-based video copy detection
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Image copy detection using a robust gabor texture descriptor
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
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
Scalable detection of partial near-duplicate videos by visual-temporal consistency
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Near-duplicate video matching with transformation recognition
MM '09 Proceedings of the 17th ACM international conference on Multimedia
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Fast near duplicate detection for personal image collections
MM '09 Proceedings of the 17th ACM international conference on Multimedia
MyFinder: near-duplicate detection for large image collections
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Techniques for efficient and effective transformed image identification
Journal of Visual Communication and Image Representation
Places clustering of full-length film key-framesusing latent aspect modeling over SIFT matches
IEEE Transactions on Circuits and Systems for Video Technology
Video copy detection by fast sequence matching
Proceedings of the ACM International Conference on Image and Video Retrieval
Exploiting the human-machine gap in image recognition for designing CAPTCHAs
IEEE Transactions on Information Forensics and Security
Real-time near-duplicate elimination for web video search with content and context
IEEE Transactions on Multimedia - Special issue on integration of context and content
An efficient near-duplicate video shot detection method using shot-based interest points
IEEE Transactions on Multimedia
Computer Vision and Image Understanding
Scale-rotation invariant pattern entropy for keypoint-based near-duplicate detection
IEEE Transactions on Image Processing
Fast min-hashing indexing and robust spatio-temporal matching for detecting video copies
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Multiple unordered wide-baseline image matching and grouping
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
An online advertisement platform based on image content bidding
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Coherent phrase model for efficient image near-duplicate retrieval
IEEE Transactions on Multimedia
Proceedings of the 13th International Conference on Extending Database Technology
Scaling content-based video copy detection to very large databases
Multimedia Tools and Applications
Robust image copy detection using multi-resolution histogram
Proceedings of the international conference on Multimedia information retrieval
Stratification-based keyframe cliques for removal of near-duplicates in video search results
Proceedings of the international conference on Multimedia information retrieval
Journal of Visual Communication and Image Representation
Fast approximate duplicate detection for 2D-NMR spectra
DILS'07 Proceedings of the 4th international conference on Data integration in the life sciences
Document retrieval using image features
Proceedings of the 2010 ACM Symposium on Applied Computing
Very fast concentric circle partition-based replica detection method
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Near-duplicate detection using a new framework of constructing accurate affine invariant regions
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Using redundant bit vectors for near-duplicate image detection
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Computing parallel speeded-up robust features (P-SURF) via POSIX threads
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
A low-dimensional local descriptor incorporating TPS warping for image matching
Image and Vision Computing
Locality sensitive hashing: A comparison of hash function types and querying mechanisms
Pattern Recognition Letters
Scalable clip-based near-duplicate video detection with ordinal measure
Proceedings of the ACM International Conference on Image and Video Retrieval
Automatic discovery of image families: global vs. local features
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Comparative study of features for fingerprint indexing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Sub-image searching through intersection of local descriptors
Proceedings of the Third International Conference on SImilarity Search and APplications
Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Boosting image object retrieval and indexing by automatically discovered pseudo-objects
Journal of Visual Communication and Image Representation
Monitoring near duplicates over video streams
Proceedings of the international conference on Multimedia
Bags of phrases with codebooks alignment for near duplicate image detection
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence
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
Efficient incremental near duplicate detection based on locality sensitive hashing
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
Partition min-hash for partial duplicate image discovery
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
A local bag-of-features model for large-scale object retrieval
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Beyond keypoints: novel techniques for content-based image matching and retrieval
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Combination of local and global features for near-duplicate detection
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Advertisement image recognition for a location-based reminder system
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Multimedia Tools and Applications
A kernel density based approach for large scale image retrieval
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Beyond search: Event-driven summarization for web videos
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Structure tensor series-based matching for near-duplicate video retrieval
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Image collection summarization for search result overviewing on mobile devices
IMMPD '11 Proceedings of the 2011 international ACM workshop on Interactive multimedia on mobile and portable devices
SBNMA '11 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access
Discovery of image versions in large collections
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Effective content tracking for digital rights management in digital libraries
ECDL'06 Proceedings of the 10th European conference on Research and Advanced Technology for Digital Libraries
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
BASIL: effective near-duplicate image detection using gene sequence alignment
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Clustering-Based descriptors for fingerprint indexing and fast retrieval
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Keyframe retrieval by keypoints: can point-to-point matching help?
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
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
Information Processing and Management: an International Journal
Proximity-Based order-respecting intersection for searching in image databases
AMR'10 Proceedings of the 8th international conference on Adaptive Multimedia Retrieval: context, exploration, and fusion
Improved SIFT-features matching for object recognition
VoCS'08 Proceedings of the 2008 international conference on Visions of Computer Science: BCS International Academic Conference
High-confidence near-duplicate image detection
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Bayesian approach for near-duplicate image detection
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Distributed KNN-graph approximation via hashing
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
A visual approach for video geocoding using bag-of-scenes
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Submodular video hashing: a unified framework towards video pooling and indexing
Proceedings of the 20th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
Sparsity cue in image copy detection
Proceedings of the 20th ACM international conference on Multimedia
Towards indexing representative images on the web
Proceedings of the 20th ACM international conference on Multimedia
Quality assurance for document image collections in digital preservation
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Detection of near-duplicate patches in random images using keypoint-based features
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
An expert system for quality assurance of document image collections
EuroMed'12 Proceedings of the 4th international conference on Progress in Cultural Heritage Preservation
International Journal of Multimedia Data Engineering & Management
Content-Based Keyframe Clustering Using Near Duplicate Keyframe Identification
International Journal of Multimedia Data Engineering & Management
SIFT on manifold: An intrinsic description
Neurocomputing
Locality sensitive hashing revisited: filling the gap between theory and algorithm analysis
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Saliency-Based region log covariance feature for image copy detection
IWDW'12 Proceedings of the 11th international conference on Digital Forensics and Watermaking
Duplicate detection approaches for quality assurance of document image collections
Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems
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We introduce a system for near-duplicate detection and sub-image retrieval. Such a system is useful for finding copyright violations and detecting forged images. We define near-duplicate as images altered with common transformations such as changing contrast, saturation, scaling, cropping, framing, etc. Our system builds a parts-based representation of images using distinctive local descriptors which give high quality matches even under severe transformations. To cope with the large number of features extracted from the images, we employ locality-sensitive hashing to index the local descriptors. This allows us to make approximate similarity queries that only examine a small fraction of the database. Although locality-sensitive hashing has excellent theoretical performance properties, a standard implementation would still be unacceptably slow for this application. We show that, by optimizing layout and access to the index data on disk, we can efficiently query indices containing millions of keypoints. Our system achieves near-perfect accuracy (100% precision at 99.85% recall) on the tests presented in Meng et al. [16], and consistently strong results on our own, significantly more challenging experiments. Query times are interactive even for collections of thousands of images.