007-image-retrieve.md

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Image Retrieve

2019

• arxiv - D2-Net: A Trainable CNN for Joint Detection and Description of Local Features {pdf} {code-pytorch}
• NeurIPS - Guided Similarity Separation for Image Retrieval {pdf} {code-tensorflow}

2018

• IPOL - Efficient Large-scale Image Search with a Vocabulary Tree {pdf} {code-c++}
• Microsoft - SPTAG: A library for fast approximate nearest neighbor search {code-c++}
• arxiv - Detect-to-Retrieve: Efficient Regional Aggregation for Image Search {pdf} {DELF-code-tensorflow}
• arxiv - SuperPoint: Self-supervised interest point detection and description {pdf} {code-tensorflow} {code-pytorch}
• ECCV - GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints {pdf} {code-tensorflow}
• CoRL - Leveraging Deep Visual Descriptors for Hierarchical Efficient Localization {pdf} {code}
• TPAMI - Fine-tuning CNN Image Retrieval with No Human Annotation {pdf} {code-PyTorch}

2017

• ICCV - Large-Scale Image Retrieval with Attentive Deep Local Features {pdf} {DELF-code-tensorflow}
• CVPR - Large-Scale Location Recognition and the Geometric Burstiness Problem {pdf}

2016

• TPAMI - SIFT Meets CNN: A Decade Survey of Instance Retrieval {pdf}
• CVPR - Large-Scale Location Recognition And The Geometric Burstiness Problem {pdf} {code-c++}

2015

• IJCV - Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images {pdf} {code-c++}

2014

• ACCV - DisLocation: Scalable descriptor distinctiveness for location recognition {pdf} {code-c++}

2010

• TPAMI - Product quantization for nearest neighbor search {pdf} {code-python}

2009

• CVPR - On the burstiness of visual elements {pdf} {translation}