A Survey of Deep Learning-based Object Detection

11 July 2019

L. Jiao

Fan Zhang

Fang Liu

Shuyuan Yang

Lingling Li

Papers citing "A Survey of Deep Learning-based Object Detection"

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Title
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 112 9 0 21 Feb 2023
CenterNet: Keypoint Triplets for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Q. Tian NoLa 88 2,663 0 17 Apr 2019
Towards Universal Object Detection by Domain Attention Xudong Wang Zhaowei Cai Dashan Gao Nuno Vasconcelos OOD 55 195 0 09 Apr 2019
Adaptive NMS: Refining Pedestrian Detection in a Crowd Songtao Liu Di Huang Yunhong Wang 23 282 0 07 Apr 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 112 649 0 05 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 86 4,969 0 02 Apr 2019
Precise Detection in Densely Packed Scenes Eran Goldman Roei Herzig Aviv Eisenschtat Oria Ratzon Itsik Levi Jacob Goldberger Tal Hassner 43 186 0 01 Apr 2019
Feature Selective Anchor-Free Module for Single-Shot Object Detection Chenchen Zhu Yihui He Marios Savvides ObjD 48 796 0 02 Mar 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 45 200 0 15 Feb 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 87 2,286 0 17 Jan 2019
Region Proposal by Guided Anchoring Jiaqi Wang Kai-xiang Chen Shuo Yang Chen Change Loy Dahua Lin ObjD 44 544 0 10 Jan 2019
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 75 1,998 0 27 Nov 2018
Object Detection from Scratch with Deep Supervision Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 32 77 0 25 Sep 2018
Bounding Box Regression with Uncertainty for Accurate Object Detection Yihui He Chenchen Zhu Jianren Wang Marios Savvides Xinming Zhang ObjD 65 466 0 23 Sep 2018
Exploring Visual Relationship for Image Captioning Ting Yao Yingwei Pan Yehao Li Tao Mei 60 830 0 19 Sep 2018
Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 58 400 0 23 Jul 2018
SNIPER: Efficient Multi-Scale Training Bharat Singh Mahyar Najibi L. Davis ObjD 54 483 0 23 May 2018
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 88 1,223 0 18 Apr 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 101 264 0 17 Apr 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 104 1,778 0 17 Apr 2018
A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector Rayson Laroca E. Severo L. A. Zanlorensi Luiz Eduardo Soares de Oliveira G. Gonçalves William Robson Schwartz David Menotti 27 410 0 26 Feb 2018
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Pengyuan Lyu Cong Yao Wenhao Wu Shuicheng Yan X. Bai 44 319 0 25 Feb 2018
Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection A. Wong M. Shafiee Francis Li Brendan Chwyl ObjD 33 149 0 19 Feb 2018
Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao Yong Jae Lee 60 189 0 18 Dec 2017
Relation Networks for Object Detection Han Hu Jiayuan Gu Zheng Zhang Jifeng Dai Yichen Wei ObjD 76 1,222 0 30 Nov 2017
Convolutional Image Captioning J. Aneja Aditya Deshpande Alex Schwing VLM 110 360 0 24 Nov 2017
An Analysis of Scale Invariance in Object Detection - SNIP Bharat Singh L. Davis ObjD 71 738 0 22 Nov 2017
Repulsion Loss: Detecting Pedestrians in a Crowd Xinlong Wang Tete Xiao Yuning Jiang Shuai Shao Jian Sun Chunhua Shen 36 498 0 21 Nov 2017
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 106 1,423 0 20 Nov 2017
Light-Head R-CNN: In Defense of Two-Stage Object Detector Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 35 366 0 20 Nov 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 97 4,201 0 25 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 49 404 0 06 Jul 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 71 924 0 22 May 2017
Learning non-maximum suppression J. Hosang Rodrigo Benenson Bernt Schiele ObjD 28 517 0 08 May 2017
L2-constrained Softmax Loss for Discriminative Face Verification Rajeev Ranjan Carlos D. Castillo Rama Chellappa CVBM 60 452 0 28 Mar 2017
Video Salient Object Detection via Fully Convolutional Networks Wenguan Wang Jianbing Shen Ling Shao 77 567 0 02 Feb 2017
Finding Tiny Faces Peiyun Hu Deva Ramanan CVBM ObjD 46 743 0 13 Dec 2016
Weakly Supervised Cascaded Convolutional Networks Ali Diba Vivek Sharma A. Pazandeh Hamed Pirsiavash Luc Van Gool WSOD 42 298 0 24 Nov 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 130 6,511 0 24 Nov 2016
Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks Martin Engelcke Dushyant Rao Dominic Zeng Wang Chi Hay Tong Ingmar Posner 3DPC 227 520 0 21 Sep 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 81 5,627 0 20 May 2016
A Survey on Object Detection in Optical Remote Sensing Images Gong Cheng Junwei Han ObjD 32 1,172 0 20 Mar 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 110 7,448 0 24 Feb 2016
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 54 1,206 0 14 Dec 2015
AttentionNet: Aggregating Weak Directions for Accurate Object Detection Donggeun Yoo Sunggyun Park Joon-Young Lee Anthony S. Paek In So Kweon 41 160 0 25 Jun 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 268 10,034 0 10 Feb 2015
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 225 11,183 0 18 Jun 2014
DeepPose: Human Pose Estimation via Deep Neural Networks Alexander Toshev Christian Szegedy 3DH 93 2,762 0 17 Dec 2013
Fine-Grained Visual Classification of Aircraft Subhransu Maji Esa Rahtu Arno Solin Matthew Blaschko Andrea Vedaldi 61 2,227 0 21 Jun 2013
Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation Song Liu M. Yamada Nigel Collier Masashi Sugiyama 39 445 0 02 Mar 2012