CityPersons: A Diverse Dataset for Pedestrian Detection

19 February 2017

Bernt Schiele

Papers citing "CityPersons: A Diverse Dataset for Pedestrian Detection"

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Title
Dynamic-Dark SLAM: RGB-Thermal Cooperative Robot Vision Strategy for Multi-Person Tracking in Both Well-Lit and Low-Light Scenes Tatsuro Sakai Kanji Tanaka Jonathan Tay Yu Liang Muhammad Adil Luqman Daiki Iwata 62 0 0 17 Mar 2025
YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID Iñaki Erregue Kamal Nasrollahi Sergio Escalera VOT 65 0 0 23 Jan 2025
CoVLA: Comprehensive Vision-Language-Action Dataset for Autonomous Driving Hidehisa Arai Keita Miwa Kento Sasaki Yu Yamaguchi Kohei Watanabe Shunsuke Aoki Issei Yamamoto 59 10 0 19 Aug 2024
Enrich the content of the image Using Context-Aware Copy Paste Qiushi Guo VLM 33 0 0 11 Jul 2024
Imagine the Unseen: Occluded Pedestrian Detection via Adversarial Feature Completion Shanshan Zhang Mingqian Ji Yang Li Jian Yang 63 1 0 02 May 2024
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark Sanghyun Woo Kwanyong Park Inkyu Shin Myungchul Kim In So Kweon 44 0 0 29 Mar 2024
Data Augmentation in Human-Centric Vision Wentao Jiang Yige Zhang Shaozhong Zheng Si Liu Shuicheng Yan 48 1 0 13 Mar 2024
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking Sijia Chen En Yu Jinyang Li Wenbing Tao DiffM 40 13 0 07 Mar 2024
Enhancing the Fairness and Performance of Edge Cameras with Explainable AI Truong Thanh Hung Nguyen V. Nguyen Quoc Hung Cao Van Binh Truong Quoc Khanh Nguyen Hung Cao 32 1 0 18 Jan 2024
You Only Learn One Query: Learning Unified Human Query for Single-Stage Multi-Person Multi-Task Human-Centric Perception Sheng Jin Shuhuai Li Tong Li Wentao Liu Chao Qian Ping Luo 44 5 0 09 Dec 2023
Contrastive Learning for Multi-Object Tracking with Transformers Pierre-François De Plaen Nicola Marinello Marc Proesmans Tinne Tuytelaars Luc Van Gool VOT 47 6 0 14 Nov 2023
Ranking-based Adaptive Query Generation for DETRs in Crowded Pedestrian Detection Feng Gao Jiaxu Leng Ji Gan Xinbo Gao AI4TS 44 0 0 24 Oct 2023
Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs Chenyang Yang Rishabh Rustogi Rachel A. Brower-Sinning Grace A. Lewis Christian Kastner Tongshuang Wu KELM 43 12 0 14 Oct 2023
DeNoising-MOT: Towards Multiple Object Tracking with Severe Occlusions Teng Fu Xiaocong Wang Haiyang Yu Ke Niu Bin Li Xiangyang Xue VOT ViT 44 6 0 09 Sep 2023
ParGANDA: Making Synthetic Pedestrians A Reality For Object Detection D. Reshetova Guanhang Wu Marcel Puyat Chunhui Gu Huizhong Chen ViT 39 0 0 21 Jul 2023
Diffusion Dataset Generation: Towards Closing the Sim2Real Gap for Pedestrian Detection A. Farley Mohsen Zand Michael A. Greenspan DiffM 34 1 0 16 May 2023
OGMN: Occlusion-guided Multi-task Network for Object Detection in UAV Images Xuexue Li Wenhui Diao Yongqiang Mao Peng Gao Xiuhua Mao Xinming Li Xian Sun ObjD 42 30 0 24 Apr 2023
ByteTrackV2: 2D and 3D Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Xing-Hui Wang Xiaoqing Ye Wei Zhang Jincheng Lu Xiao Tan Errui Ding Pei Sun Jingdong Wang VOT 36 20 0 27 Mar 2023
Application-Driven AI Paradigm for Person Counting in Various Scenarios Minjie Hua Yibing Nan Kai Wang 21 0 0 24 Mar 2023
HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining Shixiang Tang Cheng Chen Qingsong Xie Meilin Chen Yizhou Wang ... Feng Zhu Haiyang Yang Li Yi Rui Zhao Wanli Ouyang VLM 37 36 0 10 Mar 2023
MITFAS: Mutual Information based Temporal Feature Alignment and Sampling for Aerial Video Action Recognition Ruiqi Xian Xijun Wang Tianyi Zhou 37 10 0 05 Mar 2023
Focus On Details: Online Multi-object Tracking with Diverse Fine-grained Representation Hao Ren Shoudong Han Huilin Ding Ziwen Zhang Hongwei Wang Faquan Wang VOT 52 32 0 28 Feb 2023
NU-AIR -- A Neuromorphic Urban Aerial Dataset for Detection and Localization of Pedestrians and Vehicles Craig Iaboni Thomas Kelly Pramod Abichandani 31 2 0 18 Feb 2023
DINF: Dynamic Instance Noise Filter for Occluded Pedestrian Detection Li Xiang Miao He Haibo Luo Jiajie Xiao 50 0 0 13 Jan 2023
Universal Object Detection with Large Vision Model Feng-Huei Lin Wenze Hu Yaowei Wang Yonghong Tian Guangming Lu Fanglin Chen Yong-mei Xu Xiaoyu Wang VLM ObjD 39 8 0 19 Dec 2022
Are We Ready for Vision-Centric Driving Streaming Perception? The ASAP Benchmark Xiaofen Wang Zheng Zhu Yunpeng Zhang Guan Huang Yun Ye Wenbo Xu Ziwei Chen Xingang Wang 32 19 0 17 Dec 2022
CircleNet: Reciprocating Feature Adaptation for Robust Pedestrian Detection Tianliang Zhang Zhenjun Han Huijuan Xu Baochang Zhang QiXiang Ye ObjD 24 10 0 12 Dec 2022
Improving Crowded Object Detection via Copy-Paste Jiangfan Deng Dewen Fan Xiaosong Qiu Feng Zhou 27 12 0 22 Nov 2022
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 68 443 0 17 Nov 2022
Discovering A Variety of Objects in Spatio-Temporal Human-Object Interactions Yong-Lu Li Hongwei Fan Zuoyu Qiu Yiming Dou Liang Xu ... Peiyang Guo Haisheng Su Dongliang Wang Wei Wu Cewu Lu 37 7 0 14 Nov 2022
Joint Multi-Person Body Detection and Orientation Estimation via One Unified Embedding Huayi Zhou Fei Jiang Jiaxin Si Hongtao Lu 38 6 0 27 Oct 2022
Beta R-CNN: Looking into Pedestrian Detection from Another Perspective Zixuan Xu Banghuai Li Ye Yuan A. Dang 44 33 0 23 Oct 2022
Towards Grand Unification of Object Tracking B. Yan Yi Jiang Pei Sun D. Wang Zehuan Yuan Ping Luo Huchuan Lu ViT VOT 56 136 0 14 Jul 2022
Tracking Objects as Pixel-wise Distributions Zelin Zhao Ze Wu Yueqing Zhuang Boxun Li Jiaya Jia VOT 38 54 0 12 Jul 2022
RefCrowd: Grounding the Target in Crowd with Referring Expressions Heqian Qiu Hongliang Li Taijin Zhao Lanxiao Wang Qingbo Wu Fanman Meng ObjD 32 6 0 16 Jun 2022
Deep Multi-Task Networks For Occluded Pedestrian Pose Estimation Arindam Das Sudip Das Ganesh Sistu Jonathan Horgan Ujjwal Bhattacharya Edward Jones M. Glavin Ciarán Eising 3DH 34 6 0 15 Jun 2022
Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline Jasmin Breitenstein Tim Fingscheidt 28 21 0 01 Jun 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 66 15 0 22 May 2022
E-Scooter Rider Detection and Classification in Dense Urban Environments Shane Gilroy D. Mullins Edward Jones Ashkan Parsi M. Glavin 36 17 0 20 May 2022
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos A. Cioppa Silvio Giancola Adrien Deliège Le Kang Xin Zhou Zhiyu Cheng Guohao Li Marc Van Droogenbroeck 52 77 0 14 Apr 2022
Real-time Online Multi-Object Tracking in Compressed Domain Qiankun Liu B. Liu Yue Wu Weihai Li Nenghai Yu VOT 29 44 0 05 Apr 2022
STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded Scenes Peishan Cong Xinge Zhu Feng Qiao Yiming Ren Xidong Peng Yuenan Hou Lan Xu Ruigang Yang Tianyi Zhou Yuexin Ma 3DV 31 41 0 03 Apr 2022
TR-MOT: Multi-Object Tracking by Reference Mingfei Chen Yue Liao Si Liu Fei Wang Lei Li VOT 62 9 0 30 Mar 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 26 21 0 27 Mar 2022
Object Localization under Single Coarse Point Supervision Xuehui Yu Pengfei Chen Di Wu Najmul Hassan Guorong Li Junchi Yan Humphrey Shi QiXiang Ye Zhenjun Han 3DPC 18 24 0 17 Mar 2022
Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Yuanhan Zhang Qi Sun Yichun Zhou Zexin He Zhen-fei Yin Kunze Wang Lu Sheng Yu Qiao Jing Shao Ziwei Liu ObjD VLM 36 19 0 15 Mar 2022
Progressive End-to-End Object Detection in Crowded Scenes Anlin Zheng Yuang Zhang Xinming Zhang Xiao Qi Jian Sun ObjD 24 60 0 15 Mar 2022
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking Jiaxin Li Yan Ding Hua-Liang Wei VOT 39 43 0 08 Mar 2022
StrongSORT: Make DeepSORT Great Again Yunhao Du Zhaohui Hou Yang Song Yanyun Zhao Zhicheng Zhao Tao Gong Hongying Meng VOT 43 540 0 28 Feb 2022
Pedestrian Detection by Exemplar-Guided Contrastive Learning Zebin Lin Wenjie Pei Fanglin Chen Dafan Zhang Guangming Lu 34 18 0 17 Nov 2021