Recent Advances in Deep Learning for Object Detection

10 August 2019

Papers citing "Recent Advances in Deep Learning for Object Detection"

50 / 210 papers shown

Title
Residual Features and Unified Prediction Network for Single Stage Detection Kyoungmin Lee Jaeseok Choi Jisoo Jeong Nojun Kwak ObjD 49 27 0 17 Jul 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 185 5,924 0 10 Jul 2017
RON: Reverse Connection with Objectness Prior Networks for Object Detection Tao Kong F. Sun Anbang Yao Huaping Liu Ming Lu Yurong Chen ObjD 85 404 0 06 Jul 2017
Dual Path Networks Yunpeng Chen Jianan Li Huaxin Xiao Xiaojie Jin Shuicheng Yan Jiashi Feng 93 830 0 06 Jul 2017
Scale-Aware Face Detection Jinwei Gu Yu Liu Hongwei Qin Junjie Yan Xiu Li Xiaolin Hu CVBM 78 106 0 29 Jun 2017
Illuminating Pedestrians via Simultaneous Detection & Segmentation Garrick Brazil Xi Yin Xiaoming Liu 60 258 0 26 Jun 2017
Few-Example Object Detection with Model Communication Xuanyi Dong Liang Zheng Fan Ma Yi Yang Deyu Meng ObjD VLM 187 159 0 26 Jun 2017
Perceptual Generative Adversarial Networks for Small Object Detection Jianan Li Xiaodan Liang Yunchao Wei Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 79 726 0 16 Jun 2017
Face Detection through Scale-Friendly Deep Convolutional Networks Shuo Yang Yuanjun Xiong Chen Change Loy Xiaoou Tang CVBM 52 121 0 09 Jun 2017
Face R-CNN Hao Wang Zhifeng Li Xing Ji Yitong Wang ObjD CVBM 65 91 0 04 Jun 2017
Enhancement of SSD by concatenating feature maps for object detection Jisoo Jeong Hyojin Park Nojun Kwak ObjD 75 318 0 26 May 2017
Learning non-maximum suppression J. Hosang Rodrigo Benenson Bernt Schiele ObjD 70 521 0 08 May 2017
What Can Help Pedestrian Detection? Jiayuan Mao Tete Xiao Yuning Jiang Zhimin Cao 75 287 0 08 May 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 234 2,804 0 26 Apr 2017
Accurate Single Stage Detector Using Recurrent Rolling Convolution Jimmy S. J. Ren Xiaohao Chen Jianbo Liu Wenxiu Sun Jiahao Pang Qiong Yan Yu-Wing Tai Li Xu ObjD 61 281 0 19 Apr 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.2K 20,900 0 17 Apr 2017
Soft-NMS -- Improving Object Detection With One Line of Code Navaneeth Bodla Bharat Singh Rama Chellappa L. Davis ObjD 89 1,792 0 14 Apr 2017
Spatial Memory for Context Reasoning in Object Detection Xinlei Chen Abhinav Gupta ObjD 95 166 0 13 Apr 2017
A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection Xinyu Wang Abhinav Shrivastava Abhinav Gupta ObjD 99 572 0 11 Apr 2017
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection Dan Xu Wanli Ouyang Elisa Ricci Xiaogang Wang N. Sebe 70 192 0 08 Apr 2017
DeNet: Scalable Real-time Object Detection with Directed Sparse Sampling Lachlan Tychsen-Smith L. Petersson ObjD 79 113 0 30 Mar 2017
Multi-Path Region-Based Convolutional Neural Network for Accurate Detection of Unconstrained "Hard Faces" Yuguang Liu M. Levine ObjD CVBM 31 11 0 27 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 372 27,253 0 20 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 215 5,339 0 17 Mar 2017
SRN: Side-output Residual Network for Object Symmetry Detection in the Wild Wei Ke Jie Chen Jianbin Jiao Guoying Zhao QiXiang Ye UQCV ObjD 54 99 0 07 Mar 2017
Zoom Out-and-In Network with Recursive Training for Object Proposal Hongyang Li Yu Liu Wanli Ouyang Xiaogang Wang ObjD 74 23 0 19 Feb 2017
CityPersons: A Diverse Dataset for Pedestrian Detection Shanshan Zhang Rodrigo Benenson Bernt Schiele 62 806 0 19 Feb 2017
Face Detection using Deep Learning: An Improved Faster RCNN Approach Xudong Sun Pengcheng Wu Guosheng Lin FedML CVBM 78 608 0 28 Jan 2017
DSSD : Deconvolutional Single Shot Detector Cheng-Yang Fu Wen Liu A. Ranga A. Tyagi Alexander C. Berg ObjD 147 1,918 0 23 Jan 2017
Understanding the Effective Receptive Field in Deep Convolutional Neural Networks Wenjie Luo Yujia Li R. Urtasun R. Zemel HAI 102 1,803 0 15 Jan 2017
To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection Eshed Ohn-Bar Mohan M. Trivedi 62 127 0 06 Jan 2017
Deep Learning Logo Detection with Data Expansion by Synthesising Context Hang Su Xiatian Zhu S. Gong 70 88 0 29 Dec 2016
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,641 0 25 Dec 2016
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 95 321 0 20 Dec 2016
Finding Tiny Faces Peiyun Hu Deva Ramanan CVBM ObjD 67 743 0 13 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 488 22,158 0 09 Dec 2016
Speed/accuracy trade-offs for modern convolutional object detectors Jonathan Huang V. Rathod Chen Sun Menglong Zhu Anoop Korattikara Balan ... Ian S. Fischer Z. Wojna Yang Song S. Guadarrama Kevin Patrick Murphy 3DH 3DV 108 2,573 0 30 Nov 2016
Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 117 887 0 23 Nov 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 522 10,351 0 16 Nov 2016
Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detection Xianzhi Du Mostafa El-Khamy Jungwon Lee L. Davis 60 275 0 11 Oct 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 340 5,243 0 16 Sep 2016
PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection Kye-Hyeon Kim Sanghoon Hong Byungseok Roh Yeongjae Cheon Minje Park ObjD VLM 83 208 0 29 Aug 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 816 36,892 0 25 Aug 2016
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection Zhaowei Cai Quanfu Fan Rogerio Feris Nuno Vasconcelos ObjD 92 1,491 0 25 Jul 2016
Is Faster R-CNN Doing Well for Pedestrian Detection? Liliang Zhang Liang Lin Xiaodan Liang Kaiming He ObjD 77 819 0 24 Jul 2016
DAVE: A Unified Framework for Fast Vehicle Detection and Annotation Yi Zhou Li Liu Ling Shao Matt Mellor 41 81 0 15 Jul 2016
CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection Chenchen Zhu Yutong Zheng Khoa Luu Marios Savvides ObjD CVBM 75 249 0 17 Jun 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 185 5,642 0 20 May 2016
Object Detection from Video Tubelets with Convolutional Neural Networks Kai Kang Wanli Ouyang Hongsheng Li Xiaogang Wang ObjD 73 377 0 14 Apr 2016
Deep Feature Based Contextual Model for Object Detection Wenqing Chu Deng Cai ObjD 66 73 0 14 Apr 2016