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PSGCNet: A Pyramidal Scale and Global Context Guided Network for Dense Object Counting in Remote Sensing Images

7 December 2020

Qingjie Liu

Yunhong Wang

ArXiv (abs)PDF HTML Github (18★)

Papers citing "PSGCNet: A Pyramidal Scale and Global Context Guided Network for Dense Object Counting in Remote Sensing Images"

40 / 40 papers shown

Title
Mamba-MOC: A Multicategory Remote Object Counting via State Space Model Peng Liu Sen Lei Heng-Chao Li Mamba 89 1 0 12 Jan 2025
PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images Nanqing Liu Xun Xu Yongyi Su Haojie Zhang Heng-Chao Li VLM 121 15 0 20 Sep 2024
Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images Lefei Zhang Meng Lan Jing Zhang Dacheng Tao 77 128 0 28 Aug 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 95 94 0 06 May 2021
Distribution Matching for Crowd Counting Boyu Wang Huidong Liu Dimitris Samaras Minh Hoai OT 81 290 0 28 Sep 2020
Counting from Sky: A Large-scale Dataset for Remote Sensing Object Counting and A Benchmark Method Guangshuai Gao Qingjie Liu Yunhong Wang 61 55 0 28 Aug 2020
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition Ionut Cosmin Duta Li Liu Fan Zhu Ling Shao 70 198 0 20 Jun 2020
Shallow Feature Based Dense Attention Network for Crowd Counting Yunqi Miao Zijia Lin Guiguang Ding Jungong Han 68 110 0 17 Jun 2020
CNN-based Density Estimation and Crowd Counting: A Survey Guangshuai Gao Junyu Gao Qingjie Liu Qi. Wang Yunhong Wang 112 155 0 28 Mar 2020
Counting dense objects in remote sensing images Guangshuai Gao Qingjie Liu Yunhong Wang 66 24 0 14 Feb 2020
Hybrid Graph Neural Networks for Crowd Counting Ao Luo Fan Yang Xin Li Dong Nie Zhicheng Jiao Shangchen Zhou Hong Cheng 84 84 0 31 Jan 2020
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Qilong Wang Banggu Wu Peng Fei Zhu P. Li W. Zuo Q. Hu 155 4,059 0 08 Oct 2019
MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery R. Bahmanyar E. Vig P. Reinartz 65 44 0 27 Sep 2019
Gated Channel Transformation for Visual Recognition Zongxin Yang Linchao Zhu Yu Wu Yezhou Yang ViT 60 211 0 25 Sep 2019
Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting Zhi-Qi Cheng Jun-Xiu Li Qi Dai Xiao-Jun Wu Jun-Yan He Alexander G. Hauptmann SSL 63 88 0 17 Sep 2019
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting Vishwanath A. Sindagi Vishal M. Patel 88 176 0 28 Aug 2019
Crowd Counting with Deep Structured Scale Integration Network Lingbo Liu Zhilin Qiu Guanbin Li Shufan Liu Wanli Ouyang Liang Lin 65 235 0 23 Aug 2019
From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer Haipeng Xiong Hao Lu Chengxin Liu Liang Liu Zhiguo Cao Chunhua Shen 83 167 0 15 Aug 2019
Bayesian Loss for Crowd Count Estimation with Point Supervision Zhiheng Ma Xing Wei Xiaopeng Hong Yihong Gong 3DPC 135 495 0 10 Aug 2019
Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting Chenfeng Xu Kai Qiu Jianlong Fu S. Bai Yongchao Xu X. Bai 68 128 0 29 Jul 2019
HA-CCN: Hierarchical Attention-based Crowd Counting Network Vishwanath A. Sindagi Vishal M. Patel 99 188 0 24 Jul 2019
Crowd Counting with Decomposed Uncertainty Min Hwan Oh Peder Olsen Karthikeyan N. Ramamurthy UQCV 71 108 0 15 Mar 2019
Learning from Synthetic Data for Crowd Counting in the Wild Qi. Wang Junyu Gao Wei Lin Yuan. Yuan 95 531 0 08 Mar 2019
Dual Path Multi-Scale Fusion Networks with Attention for Crowd Counting Liang Zhu Zhijian Zhao Chao Lu Yining Lin Yao Peng Tangren Yao 3DPC 67 80 0 04 Feb 2019
ADCrowdNet: An Attention-injective Deformable Convolutional Network for Crowd Understanding Ning Liu Yongchao Long C. Zou Qun Niu Li Pan Hefeng Wu 85 284 0 29 Nov 2018
Context-Aware Crowd Counting Weizhe Liu Mathieu Salzmann Pascal Fua 3DV HAI 86 583 0 26 Nov 2018
Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds Haroon Idrees Muhmmad Tayyab Kishan Athrey Dong Zhang S. Al-Maadeed Nasir M. Rajpoot M. Shah 91 681 0 02 Aug 2018
Iterative Crowd Counting Viresh Ranjan Hieu M. Le Minh Hoai 3DV 73 276 0 26 Jul 2018
Where are the Blobs: Counting by Localization with Point Supervision I. Laradji Negar Rostamzadeh Pedro H. O. Pinheiro David Vazquez Mark Schmidt 71 199 0 25 Jul 2018
An Aggregated Multicolumn Dilated Convolution Network for Perspective-Free Counting Diptodip Deb Jonathan Ventura 78 84 0 20 Apr 2018
The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking Dawei Du Yuankai Qi Hongyang Yu Yi-Fan Yang Kaiwen Duan Guorong Li Wentao Zhang Qingming Huang Q. Tian 95 671 0 26 Mar 2018
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes Yuhong Li Xiaofan Zhang Deming Chen 169 1,343 0 27 Feb 2018
Switching Convolutional Neural Network for Crowd Counting Deepak Babu Sam Shiv Surya R. Venkatesh Babu 124 889 0 01 Aug 2017
A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation Vishwanath A. Sindagi Vishal M. Patel 107 543 0 05 Jul 2017
Understanding Traffic Density from Large-Scale Web Camera Data Shanghang Zhang Guanhang Wu João Paulo Costeira José M. F. Moura 83 134 0 17 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,660 0 25 Dec 2016
A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning T. Nathan Mundhenk G. Konjevod W. Sakla K. Boakye 93 338 0 14 Sep 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 278 8,467 0 23 Nov 2015
Crowded Scene Analysis: A Survey Teng Li Huan Chang Meng Wang Bingbing Ni Richang Hong Shuicheng Yan 3DV 76 465 0 06 Feb 2015
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 425 11,264 0 18 Jun 2014