Deep Learning for Instance Retrieval: A Survey

27 January 2021

Papers citing "Deep Learning for Instance Retrieval: A Survey"

37 / 87 papers shown

Title
Fast Spectral Ranking for Similarity Search Ahmet Iscen Yannis Avrithis Giorgos Tolias Teddy Furon Ondřej Chum 52 48 0 20 Mar 2017
Siamese Network of Deep Fisher-Vector Descriptors for Image Retrieval Eng-Jon Ong S. Husain M. Bober 49 48 0 01 Feb 2017
Deep Region Hashing for Efficient Large-scale Instance Search from Images Jingkuan Song Tao He Lianli Gao Xing Xu Heng Tao Shen 53 37 0 26 Jan 2017
Large-Scale Image Retrieval with Attentive Deep Local Features Hyeonwoo Noh A. Araújo Jack Sim Tobias Weyand Bohyung Han 3DV 77 769 0 19 Dec 2016
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations Ahmet Iscen Giorgos Tolias Yannis Avrithis Teddy Furon Ondřej Chum DiffM 59 180 0 16 Nov 2016
End-to-end Learning of Deep Visual Representations for Image Retrieval Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus VLM 61 539 0 25 Oct 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 432 28,795 0 09 Sep 2016
SIFT Meets CNN: A Decade Survey of Instance Retrieval Liang Zheng Yi Yang Q. Tian 57 696 0 05 Aug 2016
Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps Jiewei Cao Lingqiao Liu Peng Wang Zi Huang Chunhua Shen Heng Tao Shen 40 19 0 22 Jun 2016
A Survey on Learning to Hash Jingdong Wang Ting Zhang Jingkuan Song N. Sebe Heng Tao Shen 86 965 0 01 Jun 2016
Embedding based on function approximation for large scale image search Thanh-Toan Do Ngai-Man Cheung 44 40 0 23 May 2016
Faster R-CNN Features for Instance Search Amaia Salvador Xavier Giró-i-Nieto F. Marqués Shiníchi Satoh 25 148 0 29 Apr 2016
Bags of Local Convolutional Features for Scalable Instance Search Eva Mohedano Amaia Salvador Kevin McGuinness F. Marqués Noel E. O'Connor Xavier Giró-i-Nieto 42 162 0 15 Apr 2016
CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples Filip Radenovic Giorgos Tolias Ondřej Chum SSL 80 599 0 08 Apr 2016
Deep Image Retrieval: Learning global representations for image search Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus 58 805 0 05 Apr 2016
Good Practice in CNN Feature Transfer Liang Zheng Yali Zhao Shengjin Wang Jingdong Wang Q. Tian 58 160 0 01 Apr 2016
Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval Olivier Morère Jie Lin A. Veillard V. Chandrasekhar Tomaso Poggio 33 16 0 15 Mar 2016
Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach Mattis Paulin Julien Mairal Matthijs Douze Zaïd Harchaoui Florent Perronnin Cordelia Schmid SSL 51 64 0 01 Mar 2016
Cross-dimensional Weighting for Aggregated Deep Convolutional Features Yannis Kalantidis Clayton Mellina Simon Osindero FAtt 34 433 0 13 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
NetVLAD: CNN architecture for weakly supervised place recognition Relja Arandjelović Petr Gronát Akihiko Torii Tomas Pajdla Josef Sivic 3DV SSL 111 2,626 0 23 Nov 2015
Particular object retrieval with integral max-pooling of CNN activations Giorgos Tolias R. Sicre Hervé Jégou 69 967 0 18 Nov 2015
Aggregating Deep Convolutional Features for Image Retrieval Artem Babenko Victor Lempitsky FAtt 47 692 0 26 Oct 2015
Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks Huei-Fang Yang Kevin Qinghong Lin Chu-Song Chen 63 250 0 01 Jul 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 406 61,900 0 04 Jun 2015
Object Level Deep Feature Pooling for Compact Image Representation Konda Reddy Mopuri R. Venkatesh Babu 41 65 0 24 Apr 2015
Exploiting Local Features from Deep Networks for Image Retrieval Joe Yue-Hei Ng Fan Yang L. Davis FAtt 58 412 0 20 Apr 2015
Visual Instance Retrieval with Deep Convolutional Networks A. Razavian Josephine Sullivan S. Carlsson A. Maki 69 366 0 20 Dec 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 138 8,309 0 06 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 297 43,511 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 891 99,991 0 04 Sep 2014
Convolutional Kernel Networks Julien Mairal Piotr Koniusz Zaïd Harchaoui Cordelia Schmid 70 380 0 12 Jun 2014
Return of the Devil in the Details: Delving Deep into Convolutional Nets Ken Chatfield Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 189 3,414 0 14 May 2014
Learning Fine-grained Image Similarity with Deep Ranking Jiang Wang Yang Song Thomas Leung C. Rosenberg Jingbin Wang James Philbin Bo Chen Ying Nian Wu SSL 81 1,315 0 17 Apr 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 124 4,937 0 23 Mar 2014
Multi-scale Orderless Pooling of Deep Convolutional Activation Features Yunchao Gong Liwei Wang Ruiqi Guo Svetlana Lazebnik 154 1,090 0 07 Mar 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 120 4,999 0 21 Dec 2013