A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation

5 July 2017

Papers citing "A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation"

32 / 32 papers shown

Title
T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting Yifei Qian Zhongliang Guo Bowen Deng Chun Tong Lei Shuai Zhao Chun Pong Lau Xiaopeng Hong Michael P. Pound DiffM 59 0 0 28 Feb 2025
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches Luca Ciampi Ali Azmoudeh Elif Ecem Akbaba Erdi Sarıtaş Ziya Ata Yazıcı H. K. Ekenel Giuseppe Amato Fabrizio Falchi 99 0 0 31 Jan 2025
Bio-inspired visual relative localization for large swarms of UAVs Martin Křížek Matouš Vrba Antonella Barišić Kulaš Stjepan Bogdan M. Saska 66 0 0 03 Dec 2024
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning Tao Han Lei Bai Lin Liu Wanli Ouyang 24 36 0 21 Aug 2023
CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model Dingkang Liang Jiahao Xie Zhikang Zou Xiaoqing Ye Wei Xu Xiang Bai SSL CLIP VLM 26 52 0 09 Apr 2023
Revisiting Crowd Counting: State-of-the-art, Trends, and Future Perspectives Muhammad Asif Khan Hamid Menouar R. Hamila HAI 31 56 0 14 Sep 2022
Crowd counting with segmentation attention convolutional neural network Jiwei Chen Zengfu Wang 11 7 0 15 Apr 2022
Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud Systems Samaa Gazzaz Vishal Chakraborty Faisal Nawab 28 10 0 31 Dec 2021
Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio Khanh-Duy Nguyen H. Nguyen Trung-Nghia Le Junichi Yamagishi Isao Echizen CVBM 30 2 0 25 Nov 2021
Multi-Camera Vehicle Counting Using Edge-AI Luca Ciampi Claudio Gennaro F. Carrara Fabrizio Falchi Claudio Vairo Giuseppe Amato 15 20 0 05 Jun 2021
Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis 25 35 0 19 May 2021
Multi-Scale Context Aggregation Network with Attention-Guided for Crowd Counting Xin Wang Yang Zhao Tangwen Yang Q. Ruan 18 18 0 06 Apr 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 44 22 0 31 Dec 2020
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds Yi Wang Junhui Hou Xinyu Hou Lap-Pui Chau 3DPC 33 88 0 25 Jul 2020
CNN-based Density Estimation and Crowd Counting: A Survey Guangshuai Gao Junyu Gao Qingjie Liu Qi. Wang Yunhong Wang 22 154 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 27 105 0 20 Dec 2019
Crowd Density Forecasting by Modeling Patch-based Dynamics H. Minoura Ryo Yonetani Mai Nishimura Yoshitaka Ushiku 30 12 0 22 Nov 2019
Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method Vishwanath A. Sindagi R. Yasarla Vishal M. Patel 21 87 0 28 Oct 2019
MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery R. Bahmanyar E. Vig P. Reinartz 15 44 0 27 Sep 2019
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting Vishwanath A. Sindagi Vishal M. Patel 19 176 0 28 Aug 2019
HA-CCN: Hierarchical Attention-based Crowd Counting Network Vishwanath A. Sindagi Vishal M. Patel 8 187 0 24 Jul 2019
PCC Net: Perspective Crowd Counting via Spatial Convolutional Network Junyu Gao Qi. Wang Xuelong Li 27 208 0 24 May 2019
Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network Xiaolong Jiang Zehao Xiao Baochang Zhang Xiantong Zhen Xianbin Cao David Doermann Ling Shao 3DV 19 324 0 03 Mar 2019
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank Xialei Liu Joost van de Weijer Andrew D. Bagdanov SSL 25 174 0 17 Feb 2019
Global Sum Pooling: A Generalization Trick for Object Counting with Small Datasets of Large Images Shubhra Aich Ian Stavness 19 20 0 28 May 2018
A Deeply-Recursive Convolutional Network for Crowd Counting Xinghao Ding Zhirui Lin Fujin He Yu Wang Yue Huang 11 51 0 15 May 2018
A-CCNN: adaptive ccnn for density estimation and crowd counting Saeed Amirgholipour Kasmani Xiangjian He W. Jia Dadong Wang Michelle Zeibots 16 27 0 19 Apr 2018
Improving Object Counting with Heatmap Regulation Shubhra Aich Ian Stavness 17 33 0 14 Mar 2018
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank Xialei Liu Joost van de Weijer Andrew D. Bagdanov SSL 19 286 0 08 Mar 2018
Structured Inhomogeneous Density Map Learning for Crowd Counting Hanhui Li Xiangjian He Hefeng Wu Saeed Amirgholipour Kasmani Ruomei Wang Xiaonan Luo Liang Lin 25 12 0 20 Jan 2018
Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs Vishwanath A. Sindagi Vishal M. Patel 22 620 0 02 Aug 2017
TasselNet: Counting maize tassels in the wild via local counts regression network Hao Lu Zhiguo Cao Yang Xiao Bohan Zhuang Chunhua Shen 23 214 0 07 Jul 2017