Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs

2 August 2017

Papers citing "Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs"

50 / 151 papers shown

Title
Local Information Matters: A Rethink of Crowd Counting Tianhang Pan Xiuyi Jia 92 0 0 23 Aug 2025
Gramformer: Learning Crowd Counting via Graph-Modulated TransformerAAAI Conference on Artificial Intelligence (AAAI), 2024 Hui Lin Zhiheng Ma Xiaopeng Hong Qinnan Shangguan Deyu Meng ViT 193 44 0 08 Jan 2024
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance LearningIEEE International Conference on Computer Vision (ICCV), 2023 Tao Han Mengwei He Lin Liu Wanli Ouyang 132 61 0 21 Aug 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 152 19 0 02 Jun 2023
CLIP-Count: Towards Text-Guided Zero-Shot Object CountingACM Multimedia (ACM MM), 2023 Ruixia Jiang Lin Liu Changan Chen VLM 287 110 0 12 May 2023
MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera ConfigurationsSymposium on Networked Systems Design and Implementation (NSDI), 2023 M. Wong M. Ramanujam Guha Balakrishnan Ravi Netravali 215 9 0 04 Apr 2023
A Unified Object Counting Network with Object Occupation Prior Shengqin Jiang Qing Wang Fengna Cheng Yuankai Qi Qingshan Liu 335 7 0 29 Dec 2022
Mask Focal Loss: A unifying framework for dense crowd counting with canonical object detection networks Xiaopin Zhong Guan Wang Weixiang Liu Zongze Wu Yuanlong Deng 348 9 0 22 Dec 2022
Scale-Aware Crowd Counting Using a Joint Likelihood Density Map and Synthetic Fusion Pyramid Network Yi-Kuan Hsieh J. Hsieh Yu-Chee Tseng Ming-Ching Chang Bo Wang 145 0 0 13 Nov 2022
Spatio-channel Attention Blocks for Cross-modal Crowd CountingAsian Conference on Computer Vision (ACCV), 2022 Youjia Zhang Soyun Choi Sungeun Hong 222 41 0 19 Oct 2022
MAFNet: A Multi-Attention Fusion Network for RGB-T Crowd Counting Pengyu Chen Junyuan Gao Yuan. Yuan Qi. Wang 190 6 0 14 Aug 2022
Multi-scale Feature Aggregation for Crowd Counting Xiaoheng Jiang Xinyi Wu Hisham Cholakkal Rao Muhammad Anwer Jiale Xu Bing Zhou Yanwei Pang Fahad Shahbaz Khan 87 1 0 10 Aug 2022
Redesigning Multi-Scale Neural Network for Crowd CountingIEEE Transactions on Image Processing (IEEE TIP), 2022 Zhipeng Du Miaojing Shi Jiankang Deng Stefanos Zafeiriou 232 64 0 04 Aug 2022
An Improved Normed-Deformable Convolution for Crowd CountingIEEE Signal Processing Letters (SPL), 2022 Xinru Zhong Zhaoyi Yan Jin Qin W. Zuo Weigang Lu 133 15 0 16 Jun 2022
Rethinking Spatial Invariance of Convolutional Networks for Object CountingComputer Vision and Pattern Recognition (CVPR), 2022 Zhi-Qi Cheng Jingdong Sun Hong Li JingKuan Song Xiao-Jun Wu Alexander G. Hauptmann 3DPC 145 122 0 10 Jun 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
Cross-View Cross-Scene Multi-View Crowd CountingComputer Vision and Pattern Recognition (CVPR), 2021 Qi Zhang Wei Lin Antoni B. Chan 129 73 0 03 May 2022
Crowd counting with segmentation attention convolutional neural networkIET Image Processing (IET Image Process.), 2021 Jiwei Chen Zengfu Wang 87 8 0 15 Apr 2022
Crowd counting with crowd attention convolutional neural networkNeurocomputing (Neurocomputing), 2020 Jiwei Chen Wen Su Zengfu Wang 98 73 0 15 Apr 2022
Counting with Adaptive Auxiliary Learning Y. Meng J. Bridge Meng Wei Yitian Zhao Yihong Qiao Xiaoyun Yang Xiaowei Huang Yalin Zheng 221 5 0 08 Mar 2022
Boosting Crowd Counting via Multifaceted AttentionComputer Vision and Pattern Recognition (CVPR), 2022 Hui Lin Zhiheng Ma Rongrong Ji Yaowei Wang Xiaopeng Hong 171 192 0 05 Mar 2022
BBA-net: A bi-branch attention network for crowd countingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Yi Hou Chengyang Li Fan Yang Cong Ma Liping Zhu Yuan Li Huizhu Jia Xiaodong Xie 119 14 0 22 Jan 2022
Deep Rank-Consistent Pyramid Model for Enhanced Crowd CountingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Jiaqi Gao Zhizhong Huang Yiming Lei Hongming Shan Chao Guo Fei-Yue Wang Junping Zhang 226 15 0 13 Jan 2022
Scene-Adaptive Attention Network for Crowd Counting Xing Wei Yuanrui Kang Jihao Yang Yunfeng Qiu Dahu Shi Wenming Tan Yihong Gong ViT 150 19 0 31 Dec 2021
Towards More Effective PRM-based Crowd Counting via A Multi-resolution Fusion and Attention Network Usman Sajid Guanghui Wang 171 9 0 17 Dec 2021
PANet: Perspective-Aware Network with Dynamic Receptive Fields and Self-Distilling Supervision for Crowd CountingSocial Science Research Network (SSRN), 2021 Xiaoshuang Chen Yiru Zhao Yu Qin Fei Jiang Mingyuan Tao Xiansheng Hua Hongtao Lu 3DPC 239 6 0 31 Oct 2021
CCTrans: Simplifying and Improving Crowd Counting with Transformer Ye Tian Xiangxiang Chu Hongpeng Wang ViT 168 99 0 29 Sep 2021
Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting Binghui Chen Zhaoyi Yan Ke Li Pengyu Li Biao Wang W. Zuo Lei Zhang 156 47 0 18 Aug 2021
Cascaded Residual Density Network for Crowd CountingInternational Conference on Information Photonics (ICIP), 2019 Kun-li Zhao Luchuan Song B. Liu Weihai Li Nenghai Yu 120 5 0 29 Jul 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
Crowd Counting via Perspective-Guided Fractional-Dilation ConvolutionIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Zhaoyi Yan Ruimao Zhang Hongzhi Zhang Qingfu Zhang W. Zuo 132 51 0 08 Jul 2021
Direct Measure Matching for Crowd Counting Hui Lin Xiaopeng Hong Zhiheng Ma Xing Wei Yunfeng Qiu Yaowei Wang Yihong Gong OT 123 48 0 04 Jul 2021
Hybrid attention network based on progressive embedding scale-context for crowd countingInformation Sciences (Inf. Sci.), 2021 Fusen Wang J. Sang Zhongyuan Wu Qi Liu Nong Sang 153 29 0 04 Jun 2021
Leveraging Self-Supervision for Cross-Domain Crowd CountingComputer Vision and Pattern Recognition (CVPR), 2021 Weizhe Liu Nikita Durasov Pascal Fua 189 48 0 30 Mar 2021
Multi-channel Deep Supervision for Crowd Counting Bo-fan Wei Mulin. Chen Qi. Wang Xuelong Li 101 0 0 17 Mar 2021
Spatiotemporal Dilated Convolution with Uncertain Matching for Video-based Crowd EstimationIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Yu-Jen Ma Hong-Han Shuai Wen-Huang Cheng 135 54 0 29 Jan 2021
Enhanced Information Fusion Network for Crowd Counting Geng Chen Pei Guo 110 1 0 12 Jan 2021
Scale-Aware Network with Regional and Semantic Attentions for Crowd Counting under Cluttered Background Qiaosi Yi Yunxin Liu Aiwen Jiang Juncheng Li Kangfu Mei Mingwen Wang 164 7 0 05 Jan 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 349 27 0 31 Dec 2020
STNet: Scale Tree Network with Multi-level Auxiliator for Crowd CountingIEEE transactions on multimedia (TMM), 2020 Mingjie Wang Hao Cai Xianfeng Han Jun Zhou Minglun Gong 178 48 0 18 Dec 2020
Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting Lingbo Liu Jiaqi Chen Hefeng Wu Guanbin Li Chenglong Li Liang Lin 163 145 0 08 Dec 2020
PSGCNet: A Pyramidal Scale and Global Context Guided Network for Dense Object Counting in Remote Sensing Images Guangshuai Gao Qingjie Liu Zhenghui Hu Lu Li Qi Wen Yunhong Wang 292 46 0 07 Dec 2020
Wide-Area Crowd Counting: Multi-View Fusion Networks for Counting in Large ScenesInternational Journal of Computer Vision (IJCV), 2020 Qi Zhang Antoni B. Chan 117 22 0 02 Dec 2020
Counting People by Estimating People FlowsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Weizhe Liu Mathieu Salzmann Pascal Fua 3DH 331 39 0 01 Dec 2020
Coarse- and Fine-grained Attention Network with Background-aware Loss for Crowd Density Map Estimation Liangzi Rong Chunping Li 104 62 0 07 Nov 2020
AdaCrowd: Unlabeled Scene Adaptation for Crowd Counting Mahesh Kumar Krishna Reddy Mrigank Rochan Yiwei Lu Yang Wang 195 30 0 23 Oct 2020
Uncertainty Estimation and Sample Selection for Crowd Counting Viresh Ranjan Boyu Wang M. Shah Minh Hoai UQCV 200 27 0 30 Sep 2020
Counting from Sky: A Large-scale Dataset for Remote Sensing Object Counting and A Benchmark MethodIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020 Guangshuai Gao Qingjie Liu Yunhong Wang 176 66 0 28 Aug 2020
Towards Unsupervised Crowd Counting via Regression-Detection Bi-knowledge TransferACM Multimedia (ACM MM), 2020 Yuting Liu Zheng Wang Miaojing Shi Shiníchi Satoh Qijun Zhao Hongyu Yang SSL 144 45 0 12 Aug 2020
Pixel-wise Crowd Understanding via Synthetic DataInternational Journal of Computer Vision (IJCV), 2020 Wang Qi Junyu Gao Lin Wei Yuan. Yuan 222 125 0 30 Jul 2020