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How Far are We from Solving Pedestrian Detection?

3 February 2016

Bernt Schiele

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

50 / 108 papers shown

Title
Learning better representations for crowded pedestrians in offboard LiDAR-camera 3D tracking-by-detection Shichao Li Peiliang Li Qing Lian Peng Yun Xiaozhi Chen 3DPC 3DV 62 0 0 21 May 2025
Computational Analysis of Degradation Modeling in Blind Panoramic Image Quality Assessment Jiebin Yan Ziwen Tan Jiale Rao Lei Wu Yifan Zuo Yuming Fang 95 0 0 05 Mar 2025
Mean Height Aided Post-Processing for Pedestrian Detection Jing Yuan Tania Stathaki Guangyu Ren 59 0 0 24 Aug 2024
Research, Applications and Prospects of Event-Based Pedestrian Detection: A Survey Han Wang Yuman Nie Yun Li Hongjie Liu Min Liu Wen Cheng Yaoxiong Wang 70 0 0 05 Jul 2024
Imagine the Unseen: Occluded Pedestrian Detection via Adversarial Feature Completion Shanshan Zhang Mingqian Ji Yang Li Jian Yang 88 1 0 02 May 2024
Rethinking Cross-Domain Pedestrian Detection: A Background-Focused Distribution Alignment Framework for Instance-Free One-Stage Detectors Yancheng Cai Bo Zhang Baopu Li Tao Chen Hongliang Yan Jingdong Zhang Jiahao Xu ObjD 78 10 0 15 Sep 2023
Bias Behind the Wheel: Fairness Analysis of Autonomous Driving Systems Xinyue Li Zhenpeng Chen Jie M. Zhang Federica Sarro Yanzhe Zhang Xuanzhe Liu 105 4 0 05 Aug 2023
Continual Learning for Out-of-Distribution Pedestrian Detection Mahdiyar Molahasani Ali Etemad Michael A. Greenspan OODD 71 3 0 26 Jun 2023
VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision Mengyin Liu Jie Jiang Chao Zhu Xu-Cheng Yin VLM 57 24 0 06 Apr 2023
UniHCP: A Unified Model for Human-Centric Perceptions Yuanzheng Ci Yizhou Wang Meilin Chen Shixiang Tang Lei Bai Feng Zhu Rui Zhao F. Yu Donglian Qi Wanli Ouyang 135 52 0 06 Mar 2023
Feature Calibration Network for Occluded Pedestrian Detection Tianliang Zhang QiXiang Ye Baochang Zhang Jianzhuang Liu Xiaopeng Zhang Qi Tian 62 28 0 12 Dec 2022
CircleNet: Reciprocating Feature Adaptation for Robust Pedestrian Detection Tianliang Zhang Zhenjun Han Huijuan Xu Baochang Zhang QiXiang Ye ObjD 47 10 0 12 Dec 2022
ADOPT: A system for Alerting Drivers to Occluded Pedestrian Traffic Abrar Alali S. Olariu Shubham Jain 45 1 0 20 Oct 2022
Few-shot Adaptive Object Detection with Cross-Domain CutMix Yuzuru Nakamura Yasunori Ishii Yuki Maruyama Takayoshi Yamashita 72 11 0 31 Aug 2022
Demystifying Unsupervised Semantic Correspondence Estimation Mehmet Aygun Oisin Mac Aodha 58 11 0 11 Jul 2022
E-Scooter Rider Detection and Classification in Dense Urban Environments Shane Gilroy D. Mullins Edward Jones Ashkan Parsi M. Glavin 66 17 0 20 May 2022
An Objective Method for Pedestrian Occlusion Level Classification Shane Gilroy M. Glavin Edward Jones D. Mullins 115 6 0 11 May 2022
The Impact of Partial Occlusion on Pedestrian Detectability Shane Gilroy D. Mullins Edward Jones Ashkan Parsi M. Glavin 50 4 0 10 May 2022
Towards Domain Generalization in Object Detection Xingxuan Zhang Zekai Xu Renzhe Xu Jiashuo Liu Peng Cui Weitao Wan Chong Sun Chen Li ObjD OOD 94 24 0 27 Mar 2022
F2DNet: Fast Focal Detection Network for Pedestrian Detection Abdul Hannan Khan Mohsin Munir L. V. Elst Andreas Dengel ObjD 77 24 0 04 Mar 2022
Black-box Error Diagnosis in Deep Neural Networks for Computer Vision: a Survey of Tools Piero Fraternali Federico Milani Rocio Nahime Torres Niccolò Zangrando AAML 97 9 0 17 Jan 2022
Pedestrian Detection: Domain Generalization, CNNs, Transformers and Beyond Irtiza Hasan Tianran Ouyang Jinpeng Li S. Akram Ling Shao ViT 108 24 0 10 Jan 2022
Diagnosing Errors in Video Relation Detectors Shuo Chen Pascal Mettes Cees G. M. Snoek 73 5 0 25 Oct 2021
Explainable, automated urban interventions to improve pedestrian and vehicle safety Cristina Bustos Daniel Rhoads Albert Solé-Ribalta David Masip Alexandre Arenas Àgata Lapedriza Javier Borge-Holthoefer 51 29 0 22 Oct 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 91 11 0 16 Jul 2021
Efficient Learning of Pinball TWSVM using Privileged Information and its applications R. Rastogi Aman Pal AAML 51 2 0 14 Jul 2021
Identifying High Accuracy Regions in Traffic Camera Images to Enhance the Estimation of Road Traffic Metrics: A Quadtree-Based Method Yue Lin N. Xiao 21 4 0 26 Jun 2021
Which to Match? Selecting Consistent GT-Proposal Assignment for Pedestrian Detection Yan Luo Chongyang Zhang Muming Zhao Hao Zhou Jun Sun 39 0 0 18 Mar 2021
RGB-D Railway Platform Monitoring and Scene Understanding for Enhanced Passenger Safety M. Wallner Daniel Steininger Verena Widhalm Matthias Schorghuber Csaba Beleznai 113 4 0 23 Feb 2021
Where, What, Whether: Multi-modal Learning Meets Pedestrian Detection Yan Luo Chongyang Zhang Muming Zhao Hao Zhou Jun Sun 76 27 0 20 Dec 2020
DETR for Crowd Pedestrian Detection Matthieu Lin Chuming Li Xingyuan Bu Ming Sun Chen Lin Junjie Yan Wanli Ouyang Zhidong Deng ViT 68 11 0 12 Dec 2020
Mutual-Supervised Feature Modulation Network for Occluded Pedestrian Detection Ye He Chao Zhu Xu-Cheng Yin 34 8 0 21 Oct 2020
From Handcrafted to Deep Features for Pedestrian Detection: A Survey Jiale Cao Yanwei Pang Jin Xie Fahad Shahbaz Khan Ling Shao ObjD 60 110 0 01 Oct 2020
Visible Feature Guidance for Crowd Pedestrian Detection Zhida Huang Kaiyu Yue Jiangfan Deng Feng Zhou 32 4 0 23 Aug 2020
Anchor-free Small-scale Multispectral Pedestrian Detection Alexander Wolpert Michael Teutsch M. Sarfraz Rainer Stiefelhagen ObjD 29 30 0 19 Aug 2020
Towards Dense People Detection with Deep Learning and Depth images D. Fuentes-Jiménez Cristina Losada-Gutiérrez D. Casillas-Pérez Javier Macias-Guarasa Roberto Martín-López Daniel Pizarro-Perez C. Luna 3DH 28 7 0 14 Jul 2020
DPDnet: A Robust People Detector using Deep Learning with an Overhead Depth Camera D. Fuentes-Jiménez Roberto Martín-López Cristina Losada-Gutiérrez D. Casillas-Pérez Javier Macias-Guarasa Daniel Pizarro-Perez C. Vázquez 3DH 39 21 0 01 Jun 2020
ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language Zhe Wang Zhiyuan Fang Jun Wang Yezhou Yang 108 157 0 15 May 2020
Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object Detectors Ali Borji ObjD 31 3 0 05 Apr 2020
Weakly Supervised Dataset Collection for Robust Person Detection Munetaka Minoguchi Ken Okayama Y. Satoh Hirokatsu Kataoka 26 4 0 27 Mar 2020
Generalizable Pedestrian Detection: The Elephant In The Room Irtiza Hasan Tianran Ouyang Jinpeng Li S. Akram Ling Shao 112 27 0 19 Mar 2020
Pedestrian Models for Autonomous Driving Part I: Low-Level Models, from Sensing to Tracking F. Camara Nicola Bellotto S. Coşar Dimitris Nathanael Matthias Althoff Jingyuan Wu Johannes Ruenz A. Dietrich Charles W. Fox 49 74 0 26 Feb 2020
Virtual to Real adaptation of Pedestrian Detectors Luca Ciampi Nicola Messina Fabrizio Falchi Claudio Gennaro Giuseppe Amato 110 35 0 09 Jan 2020
PMC-GANs: Generating Multi-Scale High-Quality Pedestrian with Multimodal Cascaded GANs Jie Wu Ying Peng Chenghao Zheng Zongbo Hao Jian Zhang GAN 50 5 0 30 Dec 2019
Hybrid Channel Based Pedestrian Detection Fiseha B. Tesema Hong-Chuan Wu Mingjian Chen Junpeng Lin William Zhu Kaizhu Huang 44 27 0 28 Dec 2019
A Survey of Deep Learning Applications to Autonomous Vehicle Control Sampo Kuutti Richard Bowden Yaochu Jin P. Barber Saber Fallah 111 522 0 23 Dec 2019
Coupled Network for Robust Pedestrian Detection with Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling Tianrui Liu Wenhan Luo Lin Ma Jun-Jie Huang Tania Stathaki Tianhong Dai 69 35 0 18 Dec 2019
A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection Zhe Chen Wanli Ouyang Tongliang Liu Dacheng Tao ViT 75 24 0 15 Dec 2019
Empirical Upper Bound in Object Detection and More Ali Borji Seyed Mehdi Iranmanesh VLM ObjD 75 24 0 27 Nov 2019
TracKlinic: Diagnosis of Challenge Factors in Visual Tracking Heng Fan Fan Yang Peng Chu Lin Yuan Haibin Ling 83 17 0 18 Nov 2019