How Far are We from Solving Pedestrian Detection?

3 February 2016

Bernt Schiele

Papers citing "How Far are We from Solving Pedestrian Detection?"

50 / 107 papers shown

Title
WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild Shifeng Zhang Yiliang Xie Jun Wan Hansheng Xia Stan Z. Li G. Guo 22 134 0 25 Sep 2019
Relational Learning for Joint Head and Human Detection Cheng Chi Shifeng Zhang Junliang Xing Zhen Lei Stan Z. Li Xudong Zou 3DH 19 56 0 24 Sep 2019
Double Anchor R-CNN for Human Detection in a Crowd Kevin Zhang Feng Xiong Pei Sun Liang Hu Boxun Li Gang Yu 27 53 0 22 Sep 2019
Learning Lightweight Pedestrian Detector with Hierarchical Knowledge Distillation R. Chen H. Ai C. Shang Long Chen Zijie Zhuang 19 19 0 20 Sep 2019
PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes Cheng Chi Shifeng Zhang Junliang Xing Zhen Lei Stan Z. Li Xudong Zou 35 103 0 15 Sep 2019
Pedestrian Tracking by Probabilistic Data Association and Correspondence Embeddings Borna Bićanić Marin Orsic Ivan Marković Sinisa Segvic Ivan Petrović 24 5 0 16 Jul 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 34 2,290 0 13 May 2019
Forecasting Pedestrian Trajectory with Machine-Annotated Training Data Olly Styles Arun Ross Victor Sanchez 27 35 0 09 May 2019
Generalization ability of region proposal networks for multispectral person detection Kevin Fritz D. König U. Klauck Michael Teutsch ObjD 19 15 0 07 May 2019
Unsupervised Domain Adaptation for Multispectral Pedestrian Detection Dayan Guan Xing Luo Yanpeng Cao Jiangxin Yang Yanlong Cao G. Vosselman M. Yang 14 18 0 07 Apr 2019
Adaptive NMS: Refining Pedestrian Detection in a Crowd Songtao Liu Di Huang Yunhong Wang 14 280 0 07 Apr 2019
Unsupervised Tracklet Person Re-Identification Minxian Li Xiatian Zhu S. Gong 29 171 0 01 Mar 2019
SSA-CNN: Semantic Self-Attention CNN for Pedestrian Detection Chengju Zhou Meiqing Wu S. Lam 41 41 0 25 Feb 2019
Vulnerable road user detection: state-of-the-art and open challenges Patrick Mannion 19 12 0 10 Feb 2019
Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet H. Nguyen Tai Nhu Do In-Seop Na Soohyung Kim SSeg 23 10 0 11 Jan 2019
Pedestrian Detection with Autoregressive Network Phases Garrick Brazil Xiaoming Liu 22 72 0 02 Dec 2018
Part-Level Convolutional Neural Networks for Pedestrian Detection Using Saliency and Boundary Box Alignment Inyong Yun Cheolkon Jung Xinran Wang Alfred Hero Joong Kyu Kim CVBM 16 11 0 01 Oct 2018
Unsupervised Person Re-identification by Deep Learning Tracklet Association Minxian Li Xiatian Zhu S. Gong 19 227 0 08 Sep 2018
Unsupervised Hard Example Mining from Videos for Improved Object Detection SouYoung Jin Aruni RoyChowdhury Huaizu Jiang Ashish Singh Aditya Prasad Deep Chakraborty Erik Learned-Miller ObjD 29 63 0 13 Aug 2018
SAM-RCNN: Scale-Aware Multi-Resolution Multi-Channel Pedestrian Detection Tian-Rui Liu Mohamed Elmikaty Tania Stathaki 14 12 0 07 Aug 2018
Diagnosing Error in Temporal Action Detectors Humam Alwassel Fabian Caba Heilbron Victor Escorcia Guohao Li 43 106 0 27 Jul 2018
Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 42 400 0 23 Jul 2018
Person Search via A Mask-Guided Two-Stream CNN Model Di Chen Shanshan Zhang Wanli Ouyang Jian Yang Ying Tai 33 190 0 21 Jul 2018
Robustness Analysis of Pedestrian Detectors for Surveillance Yuming Fang Guanqun Ding Yuan Yuan Weisi Lin Haiwen Liu AAML 15 5 0 12 Jul 2018
Small-scale Pedestrian Detection Based on Somatic Topology Localization and Temporal Feature Aggregation Tao Song Leiyu Sun Di Xie Haiming Sun Shiliang Pu 24 54 0 04 Jul 2018
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection Markus Braun Sebastian Krebs F. Flohr D. Gavrila ObjD 24 226 0 18 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 225 675 0 30 Apr 2018
FPR -- Fast Path Risk Algorithm to Evaluate Collision Probability A. Blake Alejandro Bordallo Kamen Brestnichki Majd Hawasly Svetlin Penkov S. Ramamoorthy Alexandre Silva 30 6 0 15 Apr 2018
PCN: Part and Context Information for Pedestrian Detection with CNNs Shiguang Wang Jian Cheng Haijun Liu Ming Tang 27 66 0 12 Apr 2018
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond Xi Ouyang Yu Cheng Yi Ding Chun-Liang Li Pan Zhou GAN 26 73 0 05 Apr 2018
Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection Jiale Cao Yanwei Pang Xuelong Li 15 10 0 03 Apr 2018
Illumination-aware Faster R-CNN for Robust Multispectral Pedestrian Detection Chengyang Li Dan Song Ruofeng Tong Min Tang ObjD 24 362 0 14 Mar 2018
ViS-HuD: Using Visual Saliency to Improve Human Detection with Convolutional Neural Networks Vandit Gajjar Yash Khandhediya Ayesha Gurnani Viraj Mavani M. Raval 3DH 23 8 0 21 Feb 2018
Aggregated Channels Network for Real-Time Pedestrian Detection Farzin Ghorban Javier Marín Yu Su A. Colombo A. Kummert ObjD 23 13 0 01 Jan 2018
Repulsion Loss: Detecting Pedestrians in a Crowd Xinlong Wang Tete Xiao Yuning Jiang Shuai Shao Jian Sun Chunhua Shen 14 498 0 21 Nov 2017
Too Far to See? Not Really! --- Pedestrian Detection with Scale-aware Localization Policy Xiaowei Zhang Li Cheng Bo Li Hai-Miao Hu ObjD ViT 16 79 0 01 Sep 2017
What Makes a Place? Building Bespoke Place Dependent Object Detectors for Robotics Jeffrey Hawke Alex Bewley Ingmar Posner 24 2 0 07 Aug 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 30 1 0 20 Jul 2017
Failing to Learn: Autonomously Identifying Perception Failures for Self-driving Cars M. Ramanagopal Cyrus Anderson Ram Vasudevan Matthew Johnson-Roberson 35 104 0 30 Jun 2017
Illuminating Pedestrians via Simultaneous Detection & Segmentation Garrick Brazil Xi Yin Xiaoming Liu 11 258 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 8 718 0 16 Jun 2017
What Can Help Pedestrian Detection? Jiayuan Mao Tete Xiao Yuning Jiang Zhimin Cao 15 285 0 08 May 2017
Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection Pierre Baqué François Fleuret Pascal Fua ObjD 29 92 0 19 Apr 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 10 787 0 18 Apr 2017
Gaussian Processes with Context-Supported Priors for Active Object Localization A. Rhodes Jordan M. Witte Melanie Mitchell Bruno Jedynak GP 18 2 0 25 Mar 2017
NoScope: Optimizing Neural Network Queries over Video at Scale Daniel Kang John Emmons Firas Abuzaid Peter Bailis Matei A. Zaharia 29 205 0 07 Mar 2017
CityPersons: A Diverse Dataset for Pedestrian Detection Shanshan Zhang Rodrigo Benenson Bernt Schiele 14 800 0 19 Feb 2017
Deep Multi-camera People Detection Tatjana Chavdarova François Fleuret 3DH 13 75 0 15 Feb 2017
To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection Eshed Ohn-Bar Mohan M. Trivedi 38 127 0 06 Jan 2017
Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model QiXiang Ye Tianliang Zhang Qiang Qiu Baochang Zhang Jie Chen Guillermo Sapiro SSL 22 33 0 22 Nov 2016