Leveraging Self-Supervision for Cross-Domain Crowd Counting

Computer Vision and Pattern Recognition (CVPR), 2021

30 March 2021

Papers citing "Leveraging Self-Supervision for Cross-Domain Crowd Counting"

23 / 23 papers shown

Title
Count2Density: Crowd Density Estimation without Location-level Annotations Mattia Litrico Feng Chen Michael Pound Sotirios A. Tsaftaris Sebastiano Battiato M. Giuffrida 108 0 0 03 Sep 2025
Transformer-Based Dual-Optical Attention Fusion Crowd Head Point Counting and Localization Network Fei Zhou Yi Li Mingqing Zhu 219 1 0 11 May 2025
L2HCount:Generalizing Crowd Counting from Low to High Crowd Density via Density Simulation Guoliang Xu Jianqin Yin Ren Zhang Yonghao Dang Feng Zhou Bo Yu 209 0 0 17 Mar 2025
Video Individual Counting for Moving Drones Yaowu Fan Jia Wan Tao Han Antoni B. Chan Andy J. Ma 212 1 0 12 Mar 2025
CountFormer: Multi-View Crowd Counting Transformer Hong Mo Xiong Zhang Jianchao Tan Cheng Yang Qiong Gu Bo Hang Wenqi Ren 265 8 0 02 Jul 2024
Improving Point-based Crowd Counting and Localization Based on Auxiliary Point GuidanceEuropean Conference on Computer Vision (ECCV), 2024 I-Hsiang Chen Wei-Ting Chen Yu-Wei Liu Ming-Hsuan Yang Sy-Yen Kuo 156 24 0 17 May 2024
Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation Junyu Gao Da Zhang Qiyu Wang Zhiyuan Zhao Xuelong Li 271 1 0 22 Apr 2024
Semi-supervised Counting via Pixel-by-pixel Density Distribution Modelling Hui Lin Zhiheng Ma Rongrong Ji Yao Wang Zhou Su Xiaopeng Hong Deyu Meng 117 4 0 23 Feb 2024
Zero-Shot Object Counting with Language-Vision Models Aoxiang Fan Hieu M. Le Dimitris Samaras VLM DiffM 190 7 0 22 Sep 2023
Reconstructing Groups of People with Hypergraph Relational ReasoningIEEE International Conference on Computer Vision (ICCV), 2023 Buzhen Huang Jingyi Ju Zhihao Li Yangang Wang 3DH 252 19 0 30 Aug 2023
DAOT: Domain-Agnostically Aligned Optimal Transport for Domain-Adaptive Crowd CountingACM Multimedia (ACM MM), 2023 Huilin Zhu Jingling Yuan Zhuo Zhou Zhengwei Yang Zheng Wang Shengfeng He OT 155 21 0 10 Aug 2023
Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting Aoxiang Fan Hieu M. Le Dimitris Samaras 134 2 0 15 Jul 2023
Object counting from aerial remote sensing images: application to wildlife and marine mammalsIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023 Tanya Singh H. Gangloff M. Pham 94 3 0 17 Jun 2023
Counting Crowds in Bad WeatherIEEE International Conference on Computer Vision (ICCV), 2023 Zhi-Kai Huang Wei-Ting Chen Yuan Chiang Sy-Yen Kuo Ming-Hsuan Yang 148 19 0 02 Jun 2023
RGB-D Indiscernible Object Counting in Underwater Scenes Guolei Sun Zhaochong An Yun-Hai Liu Ce Liu Daniel Gehrig Deng-Ping Fan Ming-Ming Cheng Luc Van Gool 154 15 0 23 Apr 2023
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and BeyondAAAI Conference on Artificial Intelligence (AAAI), 2023 Thanh Tien Vu Baochen Sun Bodi Yuan Alex Ngai Yueqi Li Jan-Michael Frahm 267 6 0 18 Mar 2023
Zero-shot Object CountingComputer Vision and Pattern Recognition (CVPR), 2023 Aoxiang Fan Hieu M. Le Vu Nguyen Viresh Ranjan Dimitris Samaras 274 69 0 03 Mar 2023
Domain-General Crowd Counting in Unseen ScenariosAAAI Conference on Artificial Intelligence (AAAI), 2022 Zhipeng Du Jiankang Deng Miaojing Shi OOD 219 44 0 05 Dec 2022
Forget Less, Count Better: A Domain-Incremental Self-Distillation Learning Benchmark for Lifelong Crowd CountingFrontiers of Information Technology & Electronic Engineering (FITEE), 2022 Jiaqi Gao Jingqi Li Hongming Shan Yanyun Qu Chao Guo Fei-Yue Wang Junping Zhang 163 24 0 06 May 2022
DEBOSH: Deep Bayesian Shape Optimization Nikita Durasov Artem Lukoyanov Jonathan Donier Pascal Fua UQCV AI4CE 151 17 0 28 Sep 2021
Coarse to Fine: Domain Adaptive Crowd Counting via Adversarial Scoring NetworkACM Multimedia (ACM MM), 2021 Zhikang Zou Xiaoye Qu Pan Zhou Shuangjie Xu Xiaoqing Ye Wenhao Wu Jinxing Ye 143 37 0 27 Jul 2021
A Survey on Deep Learning-based Single Image Crowd Counting: Network Design, Loss Function and Supervisory SignalNeurocomputing (Neurocomputing), 2020 Haoyue Bai Jiageng Mao Shueng-Han Gary Chan 333 27 0 31 Dec 2020
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 668 5,004 0 17 Feb 2017