Aggregating local descriptors into a compact image representation
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- Type
- article
- Published
- 2010-06-13
- Cited by
- 2,889
- References
- 30
- Access
- Open access
- OpenAlex
- https://openalex.org/W2012592962
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:1912782
Keywords
Representation (politics), Search engine indexing, Fisher kernel, Kernel (algebra), Computer science
References
- Nearest-Neighbor Methods in Learning and Vision: Theory and Practice (Neural Information Processing)
- Pattern Recognition and Machine Learning
- Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope
- Fast Approximate Nearest Neighbors with Automatic Algorithm Configuration
- A Comparison of Affine Region Detectors
- Evaluation of GIST descriptors for web-scale image search
- Near Duplicate Image Detection: min-Hash and tf-idf Weighting
- Large-scale image retrieval with compressed Fisher vectors
- Improving Bag-of-Features for Large Scale Image Search
- Product Quantization for Nearest Neighbor Search
- Scalable Recognition with a Vocabulary Tree
- A new approach to interdomain routing based on secure multi-party computation
- Video Google: a text retrieval approach to object matching in videos
- Object retrieval with large vocabularies and fast spatial matching
- Learning query-dependent prefilters for scalable image retrieval
- Fisher Kernels on Visual Vocabularies for Image Categorization
- Lost in quantization: Improving particular object retrieval in large scale image databases
- Distinctive Image Features from Scale-Invariant Keypoints
- Small codes and large image databases for recognition
- Visual Word Ambiguity
Cited by
- OSRI: A Rotationally Invariant Binary Descriptor
- Person Re-identification Meets Image Search
- Hierarchical Latent Concept Discovery for Video Event Detection
- Many-to-Many High Order Matching. Applications to Tracking and Object Segmentation
- Modélisation 3D à partir d'images : contributions en reconstruction photométrique à l'aide de maillages déformables
- Visual Indexing and Retrieval
- Dissimilarity-based people re-identification and search for intelligent video surveillance
- Higher-order Occurrence Pooling on Mid- and Low-level Features: Visual Concept Detection
- CSISE: Cloud-based Semantic Image Search Engine
- Implementation of the Fisher Kernel Framework for image retrieval
- Composite Quantization for Approximate Nearest Neighbor Search
- Searching large-scale image collections
- Spectral Geometric Methods for Deformable 3D Shape Retrieval
- Automatic Food Intake Assessment Using Camera Phones
- Extended Bag-Of-Words Formalism For Image Classification
- Scalable attribute-driven face image retrieval
- Stacked Quantizers for Compositional Vector Compression
- Efficient Dimension Reduction Of Global Signature With Sparse Projectors For Image Near Duplicate Retrieval
- Learning Hierarchical Feature Extractors For Image Recognition
- A Higher-level Visual Representation for Semantic Learning in Image Databases. (Une représentation visuelle avancée pour l'apprentissage sémantique dans les bases d'images)
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