2.8 KiB
2.8 KiB
Awesome image retrieval papers
Papers
Local Feature Based
- Object retrieval with large vocabularies and fast spatial matching
- Improving the Fisher Kernel for Large-Scale Image Classification
- Visual Categorization with Bags of Keypoints
- ORB: an efficient alternative to SIFT or SURF
- Object Recognition from Local Scale-Invariant Features
Deep Learning Feature Based
- Deep Image Retrieval:Learning Global Representations for Image earch
- Bags of Local Convolutional Features for Scalable Instance Search
- Faster R-CNN Features for Instance Search
- Cross-dimensional Weighting for Aggregated Deep Convolutional Features, project
Plan to read
- Visual Search at Pinterest
- VisualRank: Applying PageRank to Large-Scale Image Search
Tutorials
Awesome multiclass classification
papers
- Loss Functions for Top-k Error: Analysis and Insights and Top-k Multiclass SVM, code