【推荐】用于目标检测相关的资源列表

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摘要

 

转自：视觉机器人

Table of Contents

Introduction

•  by Piotr Dollár.

•  by Piotr Dollár.

Tutorials

• Jan Hosang, .

Papers

Objectness Scoring

• Objectness 

• Bogdan Alexe, Thomas Deselaers, and Vittorio Ferrari, , CVPR, 2010.

• Bogdan Alexe, Thomas Deselaers, and Vittorio Ferrari, , TPAMI, 2012.

• Rahtu 

• Esa Rahtu, Juho Kannala, and Matthew Blaschko, , ICCV, 2011.

• Cascaded Ranking SVMs 

• Ziming Zhang, Jonathan Warrell, and Philip H. S. Torr, , CVPR, 2011.

• Salient

• Jie Feng, Yichen Wei, Litian Tao, Chao Zhang, and Jian Sun, , ICCV, 2011.

• RandomizedSeeds

• Michael Van den Bergh, Gemma Roig, Xavier Boix, Santiago Manen, Luc Van Gool, , ICCV, 2013.

• BING 

• Ming-Ming Cheng, Ziming Zhang, Wen-Yan Lin, and Philip Torr, , CVPR, 2014.

• CrackingBING

• Qiyang Zhao, Zhibin Liu, Baolin Yin, , BMVC, 2014.

• BING++

• Ziming Zhang, Yun Liu, Tolga Bolukbasi, Ming-Ming Cheng, and Venkatesh Saligrama, , arXiv:1511.04511.

• Ziming Zhang, Xi Chen, Yanjun Zhu, Zhiguo Cao, Venkatesh Saligrama, and Philip H.S. Torr, , arXiv:1511.04511v2.

• EdgeBoxes  

• Piotr Dollár and C. Lawrence Zitnick, , ECCV, 2014.

• ContourBox

• Cewu Lu , Shu Liu, Jiaya Jia and Chi-Keung Tang, , ICCV, 2015.

Similarity Grouping

• CPMC 

• Joao Carreira and Cristian Sminchisescu, , CVPR, 2010.

• Joao Carreira and Cristian Sminchisescu, , TPAMI, 2012.

• Endres 

• Ian Endres and Derek Hoiem, , ECCV, 2010.

• Ian Endres and Derek Hoiem, , TPAMI, 2014.

• Selective Search 

• Koen E. A. van de Sande, Jasper R. R. Uijlings, Theo Gevers, and Arnold W. M. Smeulders, , ICCV, 2011.

• Jasper R. R. Uijlings, Koen E. A. van de Sande, Theo Gevers, and Arnold W. M. Smeulders, , IJCV, 2013.

• ObjSal 

• Kai-Yueh Chang, Tyng-Luh Liu, Hwann-Tzong, and Chen Shang-Hong Lai, , ICCV, 2011.

• RandomizedPrim 

• Santiago Manen, Matthieu Guillaumin, and Luc Van Gool, , ICCV, 2013.

• Rantalankila

• Pekka Rantalankila, Juho Kannala, and Esa Rahtu, , CVPR, 2014.

• RIGOR 

• Ahmad Humayun, Fuxin Li, and James M. Rehg, , CVPR, 2014.

• GOP 

• Philipp Krähenbühl and Vladlen Koltun, , ECCV, 2014.

• MCG 

• Pablo Arbelaez, Jordi Pont-Tuset, Jonathan T. Barron, Ferran Marques, Jitendra Malik, , CVPR, 2014.

• Jordi Pont-Tuset, Pablo Arbelaez, Jonathan T. Barron, Ferran Marques, Jitendra Malik, , TPAMI, 2017.

Supervised Learning

• MultiBox 

• Dumitru Erhan, Christian Szegedy, Alexander Toshev, and Dragomir Anguelov, , CVPR, 2014.

• Christian Szegedy, Scott Reed, Dumitru Erhan, and Dragomir Anguelov, , arXiv:1412.1441.

• DeepMask 

• Pedro O. Pinheiro, Ronan Collobert and Piotr Dollár, , NIPS, 2015.

• Mid-level Cues

• Tom Lee, Sanja Fidler, and Sven Dickinson, , ICCV, 2015.

• LPO 

• Philipp Krähenbühl and Vladlen Koltun, , CVPR, 2015.

• RPN 

• Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun, , NIPS, 2015.

• DeepProposal 

• Amir Ghodrati, Ali Diba, Marco Pedersoli, Tinne Tuytelaars, and Luc Van Gool, , ICCV, 2015.

• 3DOP 

• Xiaozhi Chen, Kaustav Kundu, Yukun Zhu, Andrew Berneshawi, Huimin Ma, Sanja Fidler, and Raquel Urtasun, , NIPS, 2015.

• Mono3D 

• Xiaozhi Chen, Kaustav Kundu, Ziyu Zhang, Huimin Ma, Sanja Fidler, and Raquel Urtasun, , CVPR, 2016.

• HyperNet

• Tao Kong, Anbang Yao, Yurong Chen, and Fuchun Sun, , CVPR, 2016.

• CRAFT 

• Bin Yang, Junjie Yan, Zhen Lei, and Stan Z. Li, , CVPR, 2016.

• AttractioNet 

• Spyros Gidaris and Nikos Komodakis, , BMVC, 2016.

• SPOP-net

• Zequn Jie, Xiaodan Liang, Jiashi Feng, Wen Feng Lu, Eng Hock Francis Tay, and Shuicheng Yan, , TIP, 2016.

• FCN

• Zequn Jie, Wen Feng Lu, Siavash Sakhavi, Yunchao Wei, Eng Hock Francis Tay, and Shuicheng Yan, , TCSVT, 2016.

• InstanceFCN

• Jifeng Dai, Kaiming He, Yi Li, Shaoqing Ren, and Jian Sun, , ECCV, 2016.

• MV3D 

• Xiaozhi Chen, Huimin Ma, Ji Wan, Bo Li, and Tian Xia, , arxiv.1611.07759. 2016.

Hybrid / Part-based

• ShapeSharing 

• Jaechul Kim and Kristen Grauman, , ECCV, 2012.

• OOP 

• Shengfeng He and Rynson W.H. Lau, , ICCV, 2015.

• Object Discovery 

• Minsu Cho, Suha Kwak, Cordelia Schmid, and Jean Ponce, , CVPR, 2015.

• Adobe Boxes 

• Authors, , TIP, 2016.

RGB-D

• MCG-D 

• Saurabh Gupta, Ross Girshick, Pablo Arbeláez and Jitendra Malik, , ECCV, 2014.

• StereoObj 

• Shao Huang, Weiqiang Wang, Shengfeng He, and Rynson W.H. Lau, , TIP, 2017.

• Elastic Edge Boxes

• Jing Liu, Tongwei Ren, Yuantian Wang, Sheng-Hua Zhong, Jia Bei, Shengchao Chen, , Neurocomputing, 2017.

Re-ranking & Refinement

• MTSE 

• Xiaozhi Chen, Huimin Ma, Xiang Wang, Zhichen Zhao, , CVPR, 2015.

• Xiaozhi Chen, Huimin Ma, Chenzhuo Zhu, Xiang Wang, Zhichen Zhao, , Neurocomputing, 2017.

• DeepBox 

• Weicheng Kuo, Bharath Hariharan, and Jitendra Malik, , ICCV, 2015.

• SharpMask 

• Pedro O. Pinheiro, Tsung-Yi Lin, Ronan Collobert, and Piotr Dollár, , ECCV, 2016.

• DeepStereoOP

• Cuong C. Pham and Jae Wook Jeon, , SPIC, 2017.

Spatio-Temporal

• STMOP 

• Katerina Fragkiadaki, Pablo Arbelaez, Panna Felsen, and Jitendra Malik, , CVPR, 2015.

Evaluation

• Hosang benchmark  

• Jan Hosang, Rodrigo Benenson, and Bernt Schiele, , BMVC, 2014.

• Jan Hosang, Rodrigo Benenson, Piotr Dollár, and Bernt Schiele, , TPAMI, 2016.

• Jordi Pont-Tuset and Luc Van Gool, , ICCV, 2015. 

• Neelima Chavali, Harsh Agrawal, Aroma Mahendru, and Dhruv Batra, , CVPR, 2016. 

Low-Level Processing

• Felzenszwalb's segmentation 

• Pedro F. Felzenszwalb and Daniel P. Huttenlocher, , IJCV, 2004.

• SLIC Superpixels 

• Radhakrishna Achanta, Appu Shaji, Kevin Smith, Aurelien Lucchi, Pascal Fua, and Sabine Süsstrunk, , TPAMI, 2012.

• Structured Edge Detection 

• Piotr Dollár and C. Lawrence Zitnick, , ICCV, 2013.

Datasets

• PASCAL 

• Mark Everingham, Luc Van Gool, Christopher K. I. Williams, John Winn, and Andrew Zisserman, , IJCV, 2010.

• MS COCO 

• Tsung-Yi Lin, Michael Maire, Serge Belongie, Lubomir Bourdev, Ross Girshick, James Hays, Pietro Perona, Deva Ramanan, C. Lawrence Zitnick, and Piotr Dollár, , ECCV, 2014.

• ImageNet 

• Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li and Li Fei-Fei, , CVPR, 2009.

• NYU Depth Dataset 

• Nathan Silberman, Pushmeet Kohli, Derek Hoiem, and Rob Fergus, , ECCV, 2012.

• KITTI 

• Andreas Geiger and Philip Lenz and Raquel Urtasun, , CVPR, 2012.

Object Detection

• R-FCN 

• Jifeng Dai, Yi Li, Kaiming He, Jian Sun, , NIPS, 2016.

• SSD 

• Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, Alexander C. Berg, , ECCV, 2016.

• YOLO 

• Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi, , ECCV, 2016.

• Faster R-CNN  

• Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun, , NIPS, 2015.

• Fast R-CNN 

• Ross Girshick, , ICCV, 2015.

• SPP 

• Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun, , ECCV, 2014.

• R-CNN 

• Ross Girshick, Jeff Donahue, Trevor Darrell, Jitendra Malik, , CVPR, 2014.

链接：

https://github.com/caocuong0306/awesome-object-proposals

原文链接：

http://weibo.com/5501429448/ExCK3wZTH?ref=home&rid=9_0_8_2676203734437327753&type=comment#_rnd1488270397956

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