Improving Crowded Object Detection via Copy-Paste

22 November 2022

Papers citing "Improving Crowded Object Detection via Copy-Paste"

21 / 21 papers shown

Title
Progressive End-to-End Object Detection in Crowded Scenes Anlin Zheng Yuang Zhang Xinming Zhang Xiao Qi Jian Sun ObjD 76 61 0 15 Mar 2022
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 290 991 0 13 Dec 2020
Visible Feature Guidance for Crowd Pedestrian Detection Zhida Huang Kaiyu Yue Jiangfan Deng Feng Zhou 32 4 0 23 Aug 2020
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 232 3,490 0 30 Sep 2019
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting Haoshu Fang Jianhua Sun Runzhong Wang Minghao Gou Yong-Lu Li Cewu Lu ISeg 55 210 0 21 Aug 2019
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Nayeon Lee Jonathon Shlens Quoc V. Le 89 534 0 26 Jun 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 139 18,134 0 28 May 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 619 4,780 0 13 May 2019
Adaptive NMS: Refining Pedestrian Detection in a Crowd Songtao Liu Di Huang Yunhong Wang 55 285 0 07 Apr 2019
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 162 2,455 0 06 Sep 2018
Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 82 401 0 23 Jul 2018
Modeling Visual Context is Key to Augmenting Object Detection Datasets Nikita Dvornik Julien Mairal Cordelia Schmid 74 245 0 19 Jul 2018
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 126 1,772 0 24 May 2018
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun 279 686 0 30 Apr 2018
Repulsion Loss: Detecting Pedestrians in a Crowd Xinlong Wang Tete Xiao Yuning Jiang Shuai Shao Jian Sun Chunhua Shen 52 500 0 21 Nov 2017
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 280 9,764 0 25 Oct 2017
Improved Regularization of Convolutional Neural Networks with Cutout Terrance Devries Graham W. Taylor 114 3,765 0 15 Aug 2017
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection Debidatta Dwibedi Ishan Misra M. Hebert 90 621 0 04 Aug 2017
CityPersons: A Diverse Dataset for Pedestrian Detection Shanshan Zhang Rodrigo Benenson Bernt Schiele 60 806 0 19 Feb 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 474 22,108 0 09 Dec 2016
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 465 43,658 0 17 Sep 2014