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Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs

Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs

2 August 2017
Vishwanath A. Sindagi
Vishal M. Patel
ArXiv (abs)PDFHTML

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

50 / 136 papers shown
Title
Efficient Pig Counting in Crowds with Keypoints Tracking and
  Spatial-aware Temporal Response Filtering
Efficient Pig Counting in Crowds with Keypoints Tracking and Spatial-aware Temporal Response Filtering
Guang Chen
Shiwen Shen
Longyin Wen
Si Luo
Liefeng Bo
VOT
20
18
0
27 May 2020
Interlayer and Intralayer Scale Aggregation for Scale-invariant Crowd
  Counting
Interlayer and Intralayer Scale Aggregation for Scale-invariant Crowd Counting
Mingjie Wang
Hao Cai
Jun Zhou
Minglun Gong
81
20
0
25 May 2020
Relevant Region Prediction for Crowd Counting
Relevant Region Prediction for Crowd Counting
Xinya Chen
Yanrui Bin
Changxin Gao
Nong Sang
Hao Tang
48
25
0
20 May 2020
Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions
Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions
Di Hu
Lichao Mou
Qingzhong Wang
Junyu Gao
Yuansheng Hua
Dejing Dou
Xiaoxiang Zhu
72
31
0
14 May 2020
Adaptive Mixture Regression Network with Local Counting Map for Crowd
  Counting
Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting
Xiyang Liu
Jie Yang
Wenrui Ding
84
114
0
12 May 2020
JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method
JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method
Vishwanath A. Sindagi
R. Yasarla
Vishal M. Patel
108
230
0
07 Apr 2020
Understanding the impact of mistakes on background regions in crowd
  counting
Understanding the impact of mistakes on background regions in crowd counting
Davide Modolo
Bing Shuai
Rahul Rama Varior
Joseph Tighe
74
17
0
30 Mar 2020
CNN-based Density Estimation and Crowd Counting: A Survey
CNN-based Density Estimation and Crowd Counting: A Survey
Guangshuai Gao
Junyu Gao
Qingjie Liu
Qi. Wang
Yunhong Wang
124
155
0
28 Mar 2020
Efficient Crowd Counting via Structured Knowledge Transfer
Efficient Crowd Counting via Structured Knowledge Transfer
Lingbo Liu
Jiaqi Chen
Hefeng Wu
Tianshui Chen
Guanbin Li
Liang Lin
98
65
0
23 Mar 2020
Crowd Counting via Hierarchical Scale Recalibration Network
Crowd Counting via Hierarchical Scale Recalibration Network
Zhikang Zou
Yifan Liu
Shuangjie Xu
Wei Wei
S. Wen
Pan Zhou
91
22
0
07 Mar 2020
NAS-Count: Counting-by-Density with Neural Architecture Search
NAS-Count: Counting-by-Density with Neural Architecture Search
Yutao Hu
Xiaolong Jiang
Xuhui Liu
Baochang Zhang
Jungong Han
Xianbin Cao
David Doermann
80
90
0
29 Feb 2020
Towards Using Count-level Weak Supervision for Crowd Counting
Towards Using Count-level Weak Supervision for Crowd Counting
Yinjie Lei
Yan Liu
Pingping Zhang
Lingqiao Liu
85
98
0
29 Feb 2020
ZoomCount: A Zooming Mechanism for Crowd Counting in Static Images
ZoomCount: A Zooming Mechanism for Crowd Counting in Static Images
Usman Sajid
Hasan Sajid
Hongcheng Wang
Guanghui Wang
118
45
0
27 Feb 2020
A Real-Time Deep Network for Crowd Counting
A Real-Time Deep Network for Crowd Counting
Xiaowen Shi
Xin Li
Caili Wu
Shuchen Kong
Jing Yang
Liang He
HAI
73
48
0
16 Feb 2020
Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning
Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning
Mahesh Kumar Krishna Reddy
M. Hossain
Mrigank Rochan
Yang Wang
78
40
0
01 Feb 2020
Hybrid Graph Neural Networks for Crowd Counting
Hybrid Graph Neural Networks for Crowd Counting
Ao Luo
Fan Yang
Xin Li
Dong Nie
Zhicheng Jiao
Shangchen Zhou
Hong Cheng
95
85
0
31 Jan 2020
Crowd Scene Analysis by Output Encoding
Crowd Scene Analysis by Output Encoding
Yao Xue
Siming Liu
Yonghui Li
Xueming Qian
53
5
0
27 Jan 2020
PDANet: Pyramid Density-aware Attention Net for Accurate Crowd Counting
PDANet: Pyramid Density-aware Attention Net for Accurate Crowd Counting
Saeed K. Amirgholipour
Xiangjian He
W. Jia
Dadong Wang
Lei Liu
86
11
0
16 Jan 2020
NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization
NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization
Qi. Wang
Junyu Gao
Wei Lin
Xuelong Li
155
398
0
10 Jan 2020
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for
  Object Counting
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting
Haipeng Xiong
Hao Lu
Chengxin Liu
Liang Liu
Chunhua Shen
Z. Cao
44
13
0
07 Jan 2020
AutoScale: Learning to Scale for Crowd Counting and Localization
AutoScale: Learning to Scale for Crowd Counting and Localization
Chenfeng Xu
Dingkang Liang
Yongchao Xu
S. Bai
Wei Zhan
X. Bai
Masayoshi Tomizuka
128
107
0
20 Dec 2019
Drone-based Joint Density Map Estimation, Localization and Tracking with
  Space-Time Multi-Scale Attention Network
Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network
Longyin Wen
Dawei Du
Pengfei Zhu
Q. Hu
Qilong Wang
Liefeng Bo
Siwei Lyu
3DVAI4TS
55
26
0
04 Dec 2019
Using Depth for Pixel-Wise Detection of Adversarial Attacks in Crowd
  Counting
Using Depth for Pixel-Wise Detection of Adversarial Attacks in Crowd Counting
Weizhe Liu
Mathieu Salzmann
Pascal Fua
AAML
88
9
0
26 Nov 2019
Estimating People Flows to Better Count Them in Crowded Scenes
Estimating People Flows to Better Count Them in Crowded Scenes
Weizhe Liu
Mathieu Salzmann
Pascal Fua
OT3DH
87
38
0
25 Nov 2019
Crowd Counting via Segmentation Guided Attention Networks and Curriculum
  Loss
Crowd Counting via Segmentation Guided Attention Networks and Curriculum Loss
Qian Wang
T. Breckon
3DPC
80
6
0
18 Nov 2019
Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and
  Benchmark Method
Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method
Vishwanath A. Sindagi
R. Yasarla
Vishal M. Patel
69
90
0
28 Oct 2019
Communications and Networking Technologies for Intelligent Drone
  Cruisers
Communications and Networking Technologies for Intelligent Drone Cruisers
Li-Chun Wang
Chuan-Chi Lai
Hong-Han Shuai
Hsin-Piao Lin
Chi-Yu Li
Teng-Hu Cheng
Chiun-Hsun Chen
29
6
0
25 Sep 2019
Improving the Learning of Multi-column Convolutional Neural Network for
  Crowd Counting
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
74
88
0
17 Sep 2019
Learning Spatial Awareness to Improve Crowd Counting
Learning Spatial Awareness to Improve Crowd Counting
Zhi-Qi Cheng
Jun-Xiu Li
Qi Dai
Xiao-Jun Wu
Alexander G. Hauptmann
3DPC
78
131
0
16 Sep 2019
Perspective-Guided Convolution Networks for Crowd Counting
Perspective-Guided Convolution Networks for Crowd Counting
Zhaoyi Yan
Yuchen Yuan
W. Zuo
Xiao Tan
Yezhen Wang
Shilei Wen
Errui Ding
81
195
0
16 Sep 2019
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting
Vishwanath A. Sindagi
Vishal M. Patel
108
176
0
28 Aug 2019
Crowd Counting with Deep Structured Scale Integration Network
Crowd Counting with Deep Structured Scale Integration Network
Lingbo Liu
Zhilin Qiu
Guanbin Li
Shufan Liu
Wanli Ouyang
Liang Lin
70
236
0
23 Aug 2019
From Open Set to Closed Set: Counting Objects by Spatial
  Divide-and-Conquer
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
100
168
0
15 Aug 2019
Enhanced 3D convolutional networks for crowd counting
Enhanced 3D convolutional networks for crowd counting
Zhikang Zou
Huiliang Shao
Xiaoye Qu
Wei Wei
Pan Zhou
80
38
0
12 Aug 2019
SCAR: Spatial-/Channel-wise Attention Regression Networks for Crowd
  Counting
SCAR: Spatial-/Channel-wise Attention Regression Networks for Crowd Counting
Junyu Gao
Qi. Wang
Yuan. Yuan
68
197
0
10 Aug 2019
Bayesian Loss for Crowd Count Estimation with Point Supervision
Bayesian Loss for Crowd Count Estimation with Point Supervision
Zhiheng Ma
Xing Wei
Xiaopeng Hong
Yihong Gong
3DPC
151
497
0
10 Aug 2019
Attend To Count: Crowd Counting with Adaptive Capacity Multi-scale CNNs
Attend To Count: Crowd Counting with Adaptive Capacity Multi-scale CNNs
Zhikang Zou
Yu Cheng
Xiaoye Qu
S. Ji
Xiaoxiao Guo
Pan Zhou
91
51
0
07 Aug 2019
Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd
  Counting
Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting
Chenfeng Xu
Kai Qiu
Jianlong Fu
S. Bai
Yongchao Xu
X. Bai
68
129
0
29 Jul 2019
HA-CCN: Hierarchical Attention-based Crowd Counting Network
HA-CCN: Hierarchical Attention-based Crowd Counting Network
Vishwanath A. Sindagi
Vishal M. Patel
107
188
0
24 Jul 2019
Fast Video Crowd Counting with a Temporal Aware Network
Fast Video Crowd Counting with a Temporal Aware Network
Xingjiao Wu
Baohan Xu
Yingbin Zheng
Hao Ye
Jing Yang
Liang He
77
35
0
04 Jul 2019
Inverse Attention Guided Deep Crowd Counting Network
Inverse Attention Guided Deep Crowd Counting Network
Vishwanath A. Sindagi
Vishal M. Patel
96
30
0
02 Jul 2019
Dense Scale Network for Crowd Counting
Dense Scale Network for Crowd Counting
Feng Dai
Hao Liu
Yike Ma
Juan Cao
Qiang Zhao
Yongdong Zhang
107
85
0
24 Jun 2019
Locate, Size and Count: Accurately Resolving People in Dense Crowds via
  Detection
Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection
Deepak Babu Sam
Skand Peri
Mukuntha Narayanan Sundararaman
Amogh Kamath
R. Venkatesh Babu
103
231
0
18 Jun 2019
PCC Net: Perspective Crowd Counting via Spatial Convolutional Network
PCC Net: Perspective Crowd Counting via Spatial Convolutional Network
Junyu Gao
Qi. Wang
Xuelong Li
76
212
0
24 May 2019
DENet: A Universal Network for Counting Crowd with Varying Densities and
  Scales
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
62
52
0
17 Apr 2019
Crowd Transformer Network
Crowd Transformer Network
Viresh Ranjan
M. Shah
Minh Hoai Nguyen
ViT
76
9
0
04 Apr 2019
Point in, Box out: Beyond Counting Persons in Crowds
Point in, Box out: Beyond Counting Persons in Crowds
Yuting Liu
Miaojing Shi
Qijun Zhao
Xiaofang Wang
3DPC
82
192
0
02 Apr 2019
Counting with Focus for Free
Counting with Focus for Free
Zenglin Shi
Pascal Mettes
Cees G. M. Snoek
3DV3DPC
84
109
0
28 Mar 2019
Crowd Counting with Decomposed Uncertainty
Crowd Counting with Decomposed Uncertainty
Min Hwan Oh
Peder Olsen
Karthikeyan N. Ramamurthy
UQCV
83
109
0
15 Mar 2019
Learning from Synthetic Data for Crowd Counting in the Wild
Learning from Synthetic Data for Crowd Counting in the Wild
Qi. Wang
Junyu Gao
Wei Lin
Yuan. Yuan
105
531
0
08 Mar 2019
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