NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization

10 January 2020

Xuelong Li

Papers citing "NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization"

47 / 47 papers shown

Title
Crowd Detection Using Very-Fine-Resolution Satellite Imagery Tong Xiao Qunming Wang Ping Lu Tenghai Huang Xiaohua Tong P. M. Atkinson 59 0 0 28 Apr 2025
Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning Tianhang Pan Zhuoran Zheng 64 0 0 12 Aug 2024
Learning Spatial Similarity Distribution for Few-shot Object Counting Yuanwu Xu Feifan Song Haofeng Zhang 36 3 0 20 May 2024
Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation Junyu Gao Da Zhang Qiyu Wang Zhiyuan Zhao Xuelong Li 36 0 0 22 Apr 2024
CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification Yiming Ma Victor Sanchez T. Guha 38 3 0 14 Mar 2024
Diffusion-based Data Augmentation for Object Counting Problems Zhen Wang Yuelei Li Jia Wan Nuno Vasconcelos 34 4 0 25 Jan 2024
Zero-Shot Object Counting with Language-Vision Models Jingyi Xu Hieu M. Le Dimitris Samaras VLM DiffM 24 4 0 22 Sep 2023
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning Tao Han Lei Bai Lin Liu Wanli Ouyang 19 36 0 21 Aug 2023
Development of a Realistic Crowd Simulation Environment for Fine-grained Validation of People Tracking Methods P. Foszner Agnieszka Szczęsna Luca Ciampi Nicola Messina Adam Cygan Bartosz Bizoń M. Cogiel Dominik Golba E. Macioszek M. Staniszewski 18 5 0 26 Apr 2023
Why Existing Multimodal Crowd Counting Datasets Can Lead to Unfulfilled Expectations in Real-World Applications M. Thissen Elke Hergenröther 12 1 0 13 Apr 2023
Crowd Counting with Sparse Annotation Shiwei Zhang Zhengzheng Wang Qing Liu Fei Wang Wei Ke Tong Zhang 21 0 0 12 Apr 2023
CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model Dingkang Liang Jiahao Xie Zhikang Zou Xiaoqing Ye Wei Xu Xiang Bai SSL CLIP VLM 24 52 0 09 Apr 2023
Application-Driven AI Paradigm for Person Counting in Various Scenarios Minjie Hua Yibing Nan Shiguo Lian 16 0 0 24 Mar 2023
Zero-shot Object Counting Jingyi Xu Hieu M. Le Vu Nguyen Viresh Ranjan Dimitris Samaras 24 41 0 03 Mar 2023
Progressive Multi-resolution Loss for Crowd Counting Ziheng Yan Yuankai Qi Guorong Li Xinyan Liu Weigang Zhang Qingming Huang Ming-Hsuan Yang 26 10 0 08 Dec 2022
Counting Like Human: Anthropoid Crowd Counting on Modeling the Similarity of Objects Qi. Wang Juncheng Wang Junyuan Gao Yuan. Yuan Xuelong Li 20 2 0 02 Dec 2022
A Survey on Computer Vision based Human Analysis in the COVID-19 Era Fevziye Irem Eyiokur Alperen Kantarci M. Erakin Naser Damer Ferda Ofli ... Janez Križaj A. Salah Alexander Waibel Vitomir Štruc H. K. Ekenel 32 20 0 07 Nov 2022
Revisiting Crowd Counting: State-of-the-art, Trends, and Future Perspectives Muhammad Asif Khan Hamid Menouar R. Hamila HAI 21 56 0 14 Sep 2022
Redesigning Multi-Scale Neural Network for Crowd Counting Zhipeng Du Miaojing Shi Jiankang Deng S. Zafeiriou 26 44 0 04 Aug 2022
Towards Large-Scale Small Object Detection: Survey and Benchmarks Gong Cheng Xiang Yuan Xiwen Yao Ke Yan Qinghua Zeng Xingxing Xie Junwei Han ObjD 19 305 0 28 Jul 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting Justin Kay Peter Kulits Suzanne Stathatos Siqi Deng Erik Young Sara Beery Grant Van Horn Pietro Perona 19 26 0 19 Jul 2022
Weakly Supervised Video Salient Object Detection via Point Supervision Shuyong Gao Hao Xing Wei Zhang Yan Wang Qianyu Guo Wenqiang Zhang 23 24 0 15 Jul 2022
Crowd Localization from Gaussian Mixture Scoped Knowledge and Scoped Teacher Juncheng Wang Junyuan Gao Yuan. Yuan Qi. Wang 27 16 0 12 Jun 2022
Exemplar Free Class Agnostic Counting Viresh Ranjan Minh Hoai 10 37 0 27 May 2022
Forget Less, Count Better: A Domain-Incremental Self-Distillation Learning Benchmark for Lifelong Crowd Counting Jiaqi Gao Jingqi Li Hongming Shan Yanyun Qu J. Z. Wang Fei-Yue Wang Junping Zhang 27 19 0 06 May 2022
SSR-HEF: Crowd Counting with Multi-Scale Semantic Refining and Hard Example Focusing Jiwei Chen Kewei Wang Wen Su Zengfu Wang 19 10 0 15 Apr 2022
DR.VIC: Decomposition and Reasoning for Video Individual Counting Tao Han Lei Bai Junyuan Gao Qi. Wang Wanli Ouyang OT 31 23 0 23 Mar 2022
Joint CNN and Transformer Network via weakly supervised Learning for efficient crowd counting Fusen Wang Kai Liu Fei Long Nong Sang Xiaofeng Xia J. Sang ViT 35 19 0 12 Mar 2022
Boosting Crowd Counting via Multifaceted Attention Hui Lin Zhiheng Ma Rongrong Ji Yaowei Wang Xiaopeng Hong 23 145 0 05 Mar 2022
CCTrans: Simplifying and Improving Crowd Counting with Transformer Ye Tian Xiangxiang Chu Hongpeng Wang ViT 16 75 0 29 Sep 2021
Congested Crowd Instance Localization with Dilated Convolutional Swin Transformer Junyuan Gao Maoguo Gong Xuelong Li ViT 19 46 0 02 Aug 2021
Rethinking Counting and Localization in Crowds:A Purely Point-Based Framework Qingyu Song Changan Wang Zhengkai Jiang Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yang Wu 15 260 0 27 Jul 2021
Video Crowd Localization with Multi-focus Gaussian Neighborhood Attention and a Large-Scale Benchmark Haopeng Li Lingbo Liu Kunlin Yang Shinan Liu Junyuan Gao Bin Zhao Rui Zhang Jun Hou 41 14 0 19 Jul 2021
Region-Aware Network: Model Human's Top-Down Visual Perception Mechanism for Crowd Counting Yuehai Chen Jing Yang Dong-Ming Zhang Kun Zhang Badong Chen S. Du 11 17 0 23 Jun 2021
Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark Longyin Wen Dawei Du Pengfei Zhu Q. Hu Qilong Wang Liefeng Bo Siwei Lyu 21 92 0 06 May 2021
Dense Point Prediction: A Simple Baseline for Crowd Counting and Localization Yi Wang Xinyu Hou Lap-Pui Chau 3DPC 21 24 0 26 Apr 2021
WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting S. Khaki N. Safaei Hieu H. Pham Lizhi Wang 13 92 0 17 Mar 2021
Focal Inverse Distance Transform Maps for Crowd Localization Dingkang Liang Wei Xu Yingying Zhu Yu Zhou 15 117 0 16 Feb 2021
A Survey on Deep Learning-based Single Image Crowd Counting: Network Design, Loss Function and Supervisory Signal Haoyue Bai Jiageng Mao Shueng-Han Gary Chan 31 22 0 31 Dec 2020
STNet: Scale Tree Network with Multi-level Auxiliator for Crowd Counting Mingjie Wang Hao Cai Xianfeng Han Jun Zhou Minglun Gong 29 41 0 18 Dec 2020
AdaCrowd: Unlabeled Scene Adaptation for Crowd Counting Mahesh Kumar Krishna Reddy Mrigank Rochan Yiwei Lu Yang Wang 17 25 0 23 Oct 2020
Uncertainty Estimation and Sample Selection for Crowd Counting Viresh Ranjan Boyu Wang M. Shah Minh Hoai UQCV 17 25 0 30 Sep 2020
Distribution Matching for Crowd Counting Boyu Wang Huidong Liu Dimitris Samaras Minh Hoai OT 27 282 0 28 Sep 2020
Pixel-wise Crowd Understanding via Synthetic Data Wang Qi Junyu Gao Lin Wei Yuan. Yuan 25 117 0 30 Jul 2020
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds Yi Wang Junhui Hou Xinyu Hou Lap-Pui Chau 3DPC 25 88 0 25 Jul 2020
CNN-based Density Estimation and Crowd Counting: A Survey Guangshuai Gao Junyu Gao Qingjie Liu Qi. Wang Yunhong Wang 16 154 0 28 Mar 2020
AutoScale: Learning to Scale for Crowd Counting and Localization Chenfeng Xu Dingkang Liang Yongchao Xu S. Bai Wei Zhan X. Bai M. Tomizuka 22 105 0 20 Dec 2019