A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection

15 December 2019

Wanli Ouyang

Papers citing "A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection"

49 / 49 papers shown

Title
Towards High Performance Human Keypoint Detection Jing Zhang Zhe Chen Dacheng Tao 3DH 135 72 0 03 Feb 2020
Generative Modeling for Small-Data Object Detection Lanlan Liu Michael Muelly Jia Deng Tomas Pfister Li Li ObjD MedIm 56 65 0 16 Oct 2019
Progressive LiDAR Adaptation for Road Detection Zhe Chen Jing Zhang Dacheng Tao 57 154 0 02 Apr 2019
WIDER Face and Pedestrian Challenge 2018: Methods and Results Chen Change Loy Dahua Lin Wanli Ouyang Yuanjun Xiong Shuo Yang ... Qiaokang Xie Ziyang Wu Lei Lu Yiheng Liu Wen-gang Zhou CVBM 48 38 0 19 Feb 2019
Context-Aware Synthesis and Placement of Object Instances Donghoon Lee Sifei Liu Liang Feng Ming-Yuan Liu Ming-Hsuan Yang Jan Kautz 70 117 0 06 Dec 2018
Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects Michael A. Alcorn Melvin Johnson Zhitao Gong Chengfei Wang Long Mai Naveen Ari Stella Laurenzo 91 298 0 28 Nov 2018
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification Yixiao Ge Zhuowan Li Haiyu Zhao Guojun Yin Shuai Yi Xiaogang Wang Hongsheng Li 76 332 0 06 Oct 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
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond Xi Ouyang Yu Cheng Yi Ding Chun-Liang Li Pan Zhou GAN 69 73 0 05 Apr 2018
A Kernel Theory of Modern Data Augmentation Tri Dao Albert Gu Alexander J. Ratner Virginia Smith Christopher De Sa Christopher Ré 110 193 0 16 Mar 2018
Deformable GANs for Pose-based Human Image Generation Aliaksandr Siarohin E. Sangineto Stéphane Lathuilière N. Sebe 3DH GAN 106 453 0 29 Dec 2017
Disentangled Person Image Generation Liqian Ma Qianru Sun Stamatios Georgoulis Luc Van Gool Bernt Schiele Mario Fritz CoGe 98 440 0 07 Dec 2017
Repulsion Loss: Detecting Pedestrians in a Crowd Xinlong Wang Tete Xiao Yuning Jiang Shuai Shao Jian Sun Chunhua Shen 58 501 0 21 Nov 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 61 88 0 04 Jul 2017
Illuminating Pedestrians via Simultaneous Detection & Segmentation Garrick Brazil Xi Yin Xiaoming Liu 53 258 0 26 Jun 2017
Pose Guided Person Image Generation Liqian Ma Xu Jia Qianru Sun Bernt Schiele Tinne Tuytelaars Luc Van Gool GAN 89 817 0 25 May 2017
Learning to Generate Long-term Future via Hierarchical Prediction Ruben Villegas Jimei Yang Yuliang Zou Sungryull Sohn Xunyu Lin Honglak Lee 77 380 0 19 Apr 2017
A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection Xinyu Wang Abhinav Shrivastava Abhinav Gupta ObjD 97 572 0 11 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 227 9,560 0 31 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 129 5,553 0 30 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 366 27,244 0 20 Mar 2017
Expecting the Unexpected: Training Detectors for Unusual Pedestrians with Adversarial Imposters Shiyu Huang Deva Ramanan 34 53 0 18 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 206 5,339 0 17 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 158 2,737 0 02 Mar 2017
Algorithmic stability and hypothesis complexity Tongliang Liu Gábor Lugosi Gergely Neu Dacheng Tao 54 92 0 28 Feb 2017
CityPersons: A Diverse Dataset for Pedestrian Detection Shanshan Zhang Rodrigo Benenson Bernt Schiele 62 806 0 19 Feb 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 177 4,827 0 26 Jan 2017
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro Zhedong Zheng Liang Zheng Yi Yang GAN 81 1,888 0 26 Jan 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 485 22,143 0 09 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 331 19,690 0 21 Nov 2016
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 348 4,635 0 10 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 48 275 0 11 Oct 2016
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection Zhaowei Cai Quanfu Fan Rogerio Feris Nuno Vasconcelos ObjD 87 1,491 0 25 Jul 2016
Is Faster R-CNN Doing Well for Pedestrian Detection? Liliang Zhang Liang Lin Xiaodan Liang Kaiming He ObjD 67 819 0 24 Jul 2016
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning Mehdi S. M. Sajjadi Mehran Javanmardi Tolga Tasdizen BDL 85 1,116 0 14 Jun 2016
Learning Physical Intuition of Block Towers by Example Adam Lerer Sam Gross Rob Fergus PINN 87 300 0 03 Mar 2016
How Far are We from Solving Pedestrian Detection? Shanshan Zhang Rodrigo Benenson Mohamed Omran J. Hosang Bernt Schiele 57 492 0 03 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 246 29,871 0 08 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 271 14,023 0 19 Nov 2015
Scale-aware Fast R-CNN for Pedestrian Detection Jianan Li Xiaodan Liang Shengmei Shen Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 88 785 0 28 Oct 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 721 37,020 0 08 Jun 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 316 7,392 0 05 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 528 62,377 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 432 43,814 0 01 May 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,217 0 11 Nov 2013
Deep Big Simple Neural Nets Excel on Handwritten Digit Recognition D. Ciresan U. Meier L. Gambardella Jürgen Schmidhuber 122 994 0 01 Mar 2010