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
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements Haiyang Xie Xi Shen Shihua Huang Qirui Wang Zheng Wang 114 0 0 10 Mar 2025
Improved YOLOv5s model for key components detection of power transmission lines Chong Chen Guowu Yuan Hao Zhou Yi-An Ma 128 11 0 10 Feb 2025
EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-Union Brian Hsuan-Cheng Liao Chih-Hong Cheng Hasan Esen Alois Knoll EgoV 100 1 0 03 Jan 2025
Unveiling the frontiers of deep learning: innovations shaping diverse domains Shams Forruque Ahmed Md. Sakib Bin Alam Maliha Kabir Shaila Afrin Sabiha Jannat Rafa Aanushka Mehjabin Amir H. Gandomi AI4CE 118 2 0 06 Sep 2023
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 192 9 0 21 Feb 2023
Semantic Head Enhanced Pedestrian Detection in a Crowd Ruiqi Lu Huimin Ma CVBM 50 49 0 27 Nov 2019
Attribute-aware Pedestrian Detection in a Crowd Jialiang Zhang Lixiang Lin Yang Li Yun-chen Chen Jianke Zhu Yao Hu Guosheng Lin 68 70 0 21 Oct 2019
Mask-Guided Attention Network for Occluded Pedestrian Detection Yanwei Pang Jin Xie M. H. Khan Rao Muhammad Anwer Fahad Shahbaz Khan Ling Shao 51 197 0 14 Oct 2019
RefineFace: Refinement Neural Network for High Performance Face Detection Shifeng Zhang Cheng Chi Zhen Lei Stan Z. Li CVBM 75 88 0 10 Sep 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 105 1,379 0 08 Aug 2019
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Nayeon Lee Jonathon Shlens Quoc V. Le 105 534 0 26 Jun 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 172 18,193 0 28 May 2019
A Review of Object Detection Models based on Convolutional Neural Network F. Sultana Abu Sufian P. Dutta ObjD 84 207 0 05 May 2019
Accurate Face Detection for High Performance Faen Zhang Xinyu Fan Guo Ai Jianfei Song Yongqiang Qin Jiahong Wu 3DH CVBM 43 36 0 05 May 2019
RetinaFace: Single-stage Dense Face Localisation in the Wild Jiankang Deng Jiaxin Guo Yuxiang Zhou Jinke Yu I. Kotsia Stefanos Zafeiriou CVBM 3DH 95 599 0 02 May 2019
CenterNet: Keypoint Triplets for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Q. Tian NoLa 122 2,702 0 17 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 122 3,260 0 16 Apr 2019
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection Golnaz Ghiasi Nayeon Lee Ruoming Pang Quoc V. Le ObjD 75 1,399 0 16 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 147 5,018 0 02 Apr 2019
PyramidBox++: High Performance Detector for Finding Tiny Face Zhihang Li Xu Tang Junyu Han Jingtuo Liu Ran He ObjD CVBM 123 45 0 31 Mar 2019
DetNAS: Backbone Search for Object Detection Yukang Chen Tong Yang Xinming Zhang Gaofeng Meng Xinyu Xiao Jian Sun 93 265 0 26 Mar 2019
Feature Selective Anchor-Free Module for Single-Shot Object Detection Chenchen Zhu Yihui He Marios Savvides ObjD 84 797 0 02 Mar 2019
Mask Scoring R-CNN Zhaojin Huang Lichao Huang Yongchao Gong Chang Huang Xinggang Wang ISeg SSeg 78 919 0 01 Mar 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 126 868 0 23 Jan 2019
Improved Selective Refinement Network for Face Detection Shifeng Zhang Rui Zhu Xiaobo Wang Hailin Shi Tianyu Fu Shuo Wang Tao Mei Stan Z. Li CVBM 79 34 0 20 Jan 2019
Scale-Aware Trident Networks for Object Detection Yanghao Li Yuntao Chen Naiyan Wang Zhaoxiang Zhang ObjD 92 886 0 07 Jan 2019
Robust and High Performance Face Detector Yundong Zhang Xiang Xu Xiaotao Liu CVBM 64 27 0 06 Jan 2019
Grid R-CNN Xin Lu Buyu Li Yuxin Yue Quanquan Li Junjie Yan ObjD 61 381 0 29 Nov 2018
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 120 2,020 0 27 Nov 2018
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 132 1,087 0 21 Nov 2018
Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision Wanxin Tian Zixuan Wang Haifeng Shen Weihong Deng Yiping Meng Binghui Chen Xiubao Zhang Yuan Zhao Xiehe Huang CVBM 64 36 0 20 Nov 2018
ShuffleDet: Real-Time Vehicle Detection Network in On-board Embedded UAV Imagery S. Azimi 60 35 0 15 Nov 2018
Gradient Harmonized Single-stage Detector Buyu Li Yu Liu Xiaogang Wang ObjD 53 529 0 13 Nov 2018
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network Qijie Zhao Tao Sheng Yongtao Wang Zhi Tang Ying-Cong Chen Lingyi Cai Haibin Ling ObjD 54 799 0 12 Nov 2018
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets Liping Li Canran Xu Xiangnan He Yixin Cao Tat-Seng Chua FedML 124 600 0 09 Nov 2018
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale Alina Kuznetsova H. Rom N. Alldrin J. Uijlings Ivan Krasin ... S. Popov Matteo Malloci Alexander Kolesnikov Tom Duerig V. Ferrari ObjD VLM 118 1,349 0 02 Nov 2018
DSFD: Dual Shot Face Detector Jian Li Yabiao Wang Changan Wang Ying Tai J. Qian Jian Yang Chengjie Wang Jilin Li Feiyue Huang CVBM 92 414 0 24 Oct 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 274 5,404 0 28 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 118 124 0 10 Sep 2018
Selective Refinement Network for High Performance Face Detection Cheng Chi Shifeng Zhang Junliang Xing Zhen Lei Stan Z. Li Xudong Zou CVBM 70 157 0 07 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 177 2,459 0 06 Sep 2018
Deep Feature Pyramid Reconfiguration for Object Detection Tao Kong F. Sun Wen-bing Huang Huaping Liu ObjD 89 202 0 24 Aug 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 78 3,625 0 03 Aug 2018
Acquisition of Localization Confidence for Accurate Object Detection Borui Jiang Ruixuan Luo Jiayuan Mao Tete Xiao Yuning Jiang ObjD 63 852 0 30 Jul 2018
Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usages Yuxi Li Jiuwei Li Weiyao Lin Jianguo Li ObjD 63 110 0 29 Jul 2018
Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 89 401 0 23 Jul 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 134 4,017 0 15 Jul 2018
Auto-Context R-CNN Bo Li Tianfu Wu Lun Zhang Rufeng Chu ObjD 53 8 0 08 Jul 2018
MetaAnchor: Learning to Detect Objects with Customized Anchors Tong Yang Xiangyu Zhang Zeming Li Wenqiang Zhang Jian Sun ObjD 103 137 0 03 Jul 2018
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships Yong-Jin Liu Ruiping Wang Shiguang Shan Xilin Chen ObjD 91 229 0 30 Jun 2018