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"

47 / 47 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 64 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 105 0 0 31 Jan 2025
Bio-inspired visual relative localization for large swarms of UAVs Martin Křížek Matouš Vrba Antonella Barišić Kulaš Stjepan Bogdan Martin Saska 71 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 32 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 34 53 0 09 Apr 2023
Density-based clustering with fully-convolutional networks for crowd flow detection from drones Giovanna Castellano Eugenio Cotardo Corrado Mencar G. Vessio 26 13 0 12 Jan 2023
Revisiting Crowd Counting: State-of-the-art, Trends, and Future Perspectives Muhammad Asif Khan Hamid Menouar R. Hamila HAI 34 56 0 14 Sep 2022
Crowd counting with segmentation attention convolutional neural network Jiwei Chen Zengfu Wang 19 7 0 15 Apr 2022
Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud Systems Samaa Gazzaz Vishal Chakraborty Faisal Nawab 41 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 33 2 0 25 Nov 2021
Multi-Camera Vehicle Counting Using Edge-AI Luca Ciampi Claudio Gennaro F. Carrara Fabrizio Falchi Claudio Vairo Giuseppe Amato 20 20 0 05 Jun 2021
Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis 27 35 0 19 May 2021
Multi-Scale Context Aggregation Network with Attention-Guided for Crowd Counting Xin Wang Yang Zhao Tangwen Yang Q. Ruan 26 18 0 06 Apr 2021
Counting and Locating High-Density Objects Using Convolutional Neural Network Mauro dos Santos de Arruda L. Osco Plabiany Rodrigo Acosta D. Gonçalves J. M. Junior ... E. Matsubara Zhipeng Luo Jonathan Li J. Silva W. Gonçalves 28 19 0 08 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 44 22 0 31 Dec 2020
Single Image Human Proxemics Estimation for Visual Social Distancing Maya Aghaei Matteo Bustreo Yiming Wang Gianluca Bailo Pietro Morerio Alessio Del Bue 29 30 0 03 Nov 2020
DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic Mahdi Rezaei Mohsen Azarmi 22 154 0 26 Aug 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
Learning to Count in the Crowd from Limited Labeled Data Vishwanath A. Sindagi R. Yasarla Deepak Sam Babu R. Venkatesh Babu Vishal M. Patel 32 65 0 07 Jul 2020
Overcoming Statistical Shortcuts for Open-ended Visual Counting Corentin Dancette Rémi Cadène Xinlei Chen Matthieu Cord 13 3 0 17 Jun 2020
MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond Duy-Kien Nguyen Vedanuj Goswami Xinlei Chen 39 23 0 24 Apr 2020
CNN-based Density Estimation and Crowd Counting: A Survey Guangshuai Gao Junyu Gao Qingjie Liu Qi. Wang Yunhong Wang 27 154 0 28 Mar 2020
NAS-Count: Counting-by-Density with Neural Architecture Search Yutao Hu Xiaolong Jiang Xuhui Liu Baochang Zhang Jungong Han Xianbin Cao David Doermann 38 89 0 29 Feb 2020
Video Monitoring Queries Nick Koudas Raymond Li Ioannis Xarchakos 24 34 0 24 Feb 2020
AutoScale: Learning to Scale for Crowd Counting and Localization Chenfeng Xu Dingkang Liang Yongchao Xu S. Bai Wei Zhan X. Bai Masayoshi Tomizuka 29 105 0 20 Dec 2019
Crowd Density Forecasting by Modeling Patch-based Dynamics H. Minoura Ryo Yonetani Mai Nishimura Yoshitaka Ushiku 33 12 0 22 Nov 2019
Crowd Counting via Segmentation Guided Attention Networks and Curriculum Loss Qian Wang T. Breckon 3DPC 26 6 0 18 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 23 44 0 27 Sep 2019
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting Vishwanath A. Sindagi Vishal M. Patel 30 176 0 28 Aug 2019
HA-CCN: Hierarchical Attention-based Crowd Counting Network Vishwanath A. Sindagi Vishal M. Patel 20 187 0 24 Jul 2019
Inverse Attention Guided Deep Crowd Counting Network Vishwanath A. Sindagi Vishal M. Patel 24 30 0 02 Jul 2019
PCC Net: Perspective Crowd Counting via Spatial Convolutional Network Junyu Gao Qi. Wang Xuelong Li 27 208 0 24 May 2019
DENet: A Universal Network for Counting Crowd with Varying Densities and Scales Lei Liu Jie Jiang W. Jia Saeed K. Amirgholipour Michelle Zeibots Xiangjian He 30 51 0 17 Apr 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 33 174 0 17 Feb 2019
DAFE-FD: Density Aware Feature Enrichment for Face Detection Vishwanath A. Sindagi Vishal M. Patel CVBM 30 16 0 16 Jan 2019
Mask-aware networks for crowd counting Shengqin Jiang Xiaobo Lu Yinjie Lei Lingqiao Liu 20 41 0 18 Dec 2018
Global Sum Pooling: A Generalization Trick for Object Counting with Small Datasets of Large Images Shubhra Aich Ian Stavness 27 20 0 28 May 2018
A Deeply-Recursive Convolutional Network for Crowd Counting Xinghao Ding Zhirui Lin Fujin He Yu Wang Yue Huang 19 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 21 27 0 19 Apr 2018
Improving Object Counting with Heatmap Regulation Shubhra Aich Ian Stavness 27 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 27 286 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 33 12 0 20 Jan 2018
Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs Vishwanath A. Sindagi Vishal M. Patel 36 621 0 02 Aug 2017
FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras Shanghang Zhang Guanhang Wu João Paulo Costeira José M. F. Moura AI4TS 28 202 0 29 Jul 2017
TasselNet: Counting maize tassels in the wild via local counts regression network Hao Lu Zhiguo Cao Yang Xiao Bohan Zhuang Chunhua Shen 31 216 0 07 Jul 2017