Learning a Robust Representation via a Deep Network on Symmetric Positive Definite Manifolds

17 November 2017

Papers citing "Learning a Robust Representation via a Deep Network on Symmetric Positive Definite Manifolds"

50 / 51 papers shown

Title
Part-Aligned Bilinear Representations for Person Re-identification Yumin Suh Jingdong Wang Siyu Tang Tao Mei Kyoung Mu Lee 60 510 0 19 Apr 2018
Human Semantic Parsing for Person Re-identification Mahdi M. Kalayeh Emrah Basaran Muhittin Gokmen Mustafa E. Kamasak M. Shah 52 591 0 31 Mar 2018
Statistically Motivated Second Order Pooling Kaicheng Yu Mathieu Salzmann 53 42 0 23 Jan 2018
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking M. Sarfraz Arne Schumann Andreas Eberle Rainer Stiefelhagen 88 496 0 28 Nov 2017
DeepKSPD: Learning Kernel-matrix-based SPD Representation for Fine-grained Image Recognition M. Engin Lei Wang Luping Zhou Xinwang Liu 46 54 0 11 Nov 2017
Deep Feature Learning via Structured Graph Laplacian Embedding for Person Re-Identification De Cheng Yihong Gong Zhihui Li Weiwei Shi Alexander G. Hauptmann N. Zheng 102 62 0 25 Jul 2017
Deep Ranking Model by Large Adaptive Margin Learning for Person Re-identification Jiayun Wang Sanping Zhou Jinjun Wang Qiqi Hou 69 49 0 03 Jul 2017
Deep manifold-to-manifold transforming network for action recognition Tong Zhang Wenming Zheng Zhen Cui Chaolong Li 29 20 0 30 May 2017
Person Re-Identification by Camera Correlation Aware Feature Augmentation Ying-Cong Chen Xiatian Zhu Weishi Zheng Jianhuang Lai 42 307 0 26 Mar 2017
Is Second-order Information Helpful for Large-scale Visual Recognition? P. Li Jiangtao Xie Qilong Wang W. Zuo FAtt 49 251 0 23 Mar 2017
Second-order Convolutional Neural Networks Kaicheng Yu Mathieu Salzmann 62 51 0 20 Mar 2017
SVDNet for Pedestrian Retrieval Yifan Sun Liang Zheng Weijian Deng Shengjin Wang 73 770 0 16 Mar 2017
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro Zhedong Zheng Liang Zheng Yi Yang GAN 67 1,886 0 26 Jan 2017
Large-Scale Image Retrieval with Attentive Deep Local Features Hyeonwoo Noh A. Araújo Jack Sim Tobias Weyand Bohyung Han 3DV 110 769 0 19 Dec 2016
Deep TEN: Texture Encoding Network Hang Zhang Jia Xue Kristin J. Dana 3DV 116 231 0 08 Dec 2016
Learning an Invariant Hilbert Space for Domain Adaptation Samitha Herath Mehrtash Harandi Fatih Porikli 65 107 0 25 Nov 2016
Weakly-supervised Learning of Mid-level Features for Pedestrian Attribute Recognition and Localization Kai-An Yu B. Leng Zhang Zhang Dangwei Li Kaiqi Huang 34 75 0 17 Nov 2016
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations Ahmet Iscen Giorgos Tolias Yannis Avrithis Teddy Furon Ondřej Chum DiffM 65 181 0 16 Nov 2016
Low-rank Bilinear Pooling for Fine-Grained Classification Shu Kong Charless C. Fowlkes 66 347 0 16 Nov 2016
Exploiting Structure Sparsity for Covariance-based Visual Representation Jianjia Zhang Lei Wang Luping Zhou Wanqing Li CML 33 4 0 27 Oct 2016
End-to-end Learning of Deep Visual Representations for Image Retrieval Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus VLM 76 541 0 25 Oct 2016
Geometry-aware Similarity Learning on SPD Manifolds for Visual Recognition Zhiwu Huang Ruiping Wang Xianqiu Li Wenxian Liu Shiguang Shan Luc Van Gool Xilin Chen 38 37 0 17 Aug 2016
A Riemannian Network for SPD Matrix Learning Zhiwu Huang Luc Van Gool 56 397 0 15 Aug 2016
SIFT Meets CNN: A Decade Survey of Instance Retrieval Liang Zheng Yi Yang Q. Tian 67 697 0 05 Aug 2016
Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods Mehrtash Harandi Mathieu Salzmann Leonid Sigal 41 191 0 20 May 2016
CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples Filip Radenovic Giorgos Tolias Ondřej Chum SSL 90 599 0 08 Apr 2016
Deep Image Retrieval: Learning global representations for image search Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus 72 806 0 05 Apr 2016
Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach Mattis Paulin Julien Mairal Matthijs Douze Zaïd Harchaoui Florent Perronnin Cordelia Schmid SSL 59 65 0 01 Mar 2016
Cross-dimensional Weighting for Aggregated Deep Convolutional Features Yannis Kalantidis Clayton Mellina Simon Osindero FAtt 44 433 0 13 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.0K 193,426 0 10 Dec 2015
NetVLAD: CNN architecture for weakly supervised place recognition Relja Arandjelović Petr Gronát Akihiko Torii Tomas Pajdla Josef Sivic 3DV SSL 116 2,634 0 23 Nov 2015
Compact Bilinear Pooling Yang Gao Oscar Beijbom Ning Zhang Trevor Darrell 65 791 0 19 Nov 2015
Particular object retrieval with integral max-pooling of CNN activations Giorgos Tolias R. Sicre Hervé Jégou 90 967 0 18 Nov 2015
Visualizing and Understanding Deep Texture Representations Tsung-Yu Lin Subhransu Maji OOD 55 142 0 16 Nov 2015
Aggregating Deep Convolutional Features for Image Retrieval Artem Babenko Victor Lempitsky FAtt 66 692 0 26 Oct 2015
Cross-convolutional-layer Pooling for Image Recognition Lingqiao Liu Chunhua Shen Anton Van Den Hengel 57 81 0 04 Oct 2015
Bilinear CNNs for Fine-grained Visual Recognition Tsung-Yu Lin Aruni RoyChowdhury Subhransu Maji 130 1,874 0 29 Apr 2015
Exploiting Local Features from Deep Networks for Image Retrieval Joe Yue-Hei Ng Fan Yang L. Davis FAtt 78 413 0 20 Apr 2015
Visual Instance Retrieval with Deep Convolutional Networks A. Razavian Josephine Sullivan S. Carlsson A. Maki 88 366 0 20 Dec 2014
Material Recognition in the Wild with the Materials in Context Database Sean Bell P. Upchurch Noah Snavely Kavita Bala 86 524 0 01 Dec 2014
Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors Lingqiao Liu Chunhua Shen Lei Wang Anton Van Den Hengel Chao Wang 60 87 0 24 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 411 43,589 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.5K 100,213 0 04 Sep 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 362 11,199 0 18 Jun 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 147 4,938 0 23 Mar 2014
Multi-scale Orderless Pooling of Deep Convolutional Activation Features Yunchao Gong Liwei Wang Ruiqi Guo Svetlana Lazebnik 176 1,090 0 07 Mar 2014
Network In Network Min Lin Qiang Chen Shuicheng Yan 281 6,274 0 16 Dec 2013
Describing Textures in the Wild Mircea Cimpoi Subhransu Maji Iasonas Kokkinos S. Mohamed Andrea Vedaldi 3DV 104 2,661 0 14 Nov 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 530 15,861 0 12 Nov 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 176 4,948 0 06 Oct 2013