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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 / 152 papers shown
Inverse Attention Guided Deep Crowd Counting Network
Inverse Attention Guided Deep Crowd Counting NetworkAdvanced Video and Signal Based Surveillance (AVSS), 2019
Vishwanath A. Sindagi
Vishal M. Patel
198
34
0
02 Jul 2019
Dense Scale Network for Crowd Counting
Dense Scale Network for Crowd CountingInternational Conference on Multimedia Retrieval (ICMR), 2019
Feng Dai
Hao Liu
Yike Ma
Juan Cao
Qiang Zhao
Yongdong Zhang
188
88
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 DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Deepak Babu Sam
Skand Peri
Mukuntha Narayanan Sundararaman
Amogh Kamath
R. Venkatesh Babu
487
266
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
151
245
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
139
59
0
17 Apr 2019
Towards Locally Consistent Object Counting with Constrained Multi-stage
  Convolutional Neural Networks
Towards Locally Consistent Object Counting with Constrained Multi-stage Convolutional Neural Networks
Muming Zhao
Jian Zhang
Chongyang Zhang
Wenjun Zhang
90
9
0
06 Apr 2019
Crowd Transformer Network
Crowd Transformer Network
Viresh Ranjan
M. Shah
Minh Hoai Nguyen
ViT
133
10
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
178
216
0
02 Apr 2019
Counting with Focus for Free
Counting with Focus for Free
Zenglin Shi
Pascal Mettes
Cees G. M. Snoek
3DV3DPC
177
112
0
28 Mar 2019
W-Net: Reinforced U-Net for Density Map Estimation
W-Net: Reinforced U-Net for Density Map Estimation
Varun Kannadi Valloli
K. Mehta
146
41
0
27 Mar 2019
Crowd Counting with Decomposed Uncertainty
Crowd Counting with Decomposed Uncertainty
Min Hwan Oh
Peder Olsen
Karthikeyan N. Ramamurthy
UQCV
264
115
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
276
571
0
08 Mar 2019
Crowd Counting Using Scale-Aware Attention Networks
Crowd Counting Using Scale-Aware Attention NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019
M. Hossain
M. Hosseinzadeh
Omit Chanda
Yang Wang
138
144
0
05 Mar 2019
Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network
Crowd Counting and Density Estimation by Trellis Encoder-Decoder NetworkComputer Vision and Pattern Recognition (CVPR), 2019
Xiaolong Jiang
Zehao Xiao
Baochang Zhang
Xiantong Zhen
Xianbin Cao
David Doermann
Ling Shao
3DV
160
342
0
03 Mar 2019
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank
Xialei Liu
Joost van de Weijer
Andrew D. Bagdanov
SSL
155
183
0
17 Feb 2019
Dual Path Multi-Scale Fusion Networks with Attention for Crowd Counting
Dual Path Multi-Scale Fusion Networks with Attention for Crowd Counting
Liang Zhu
Zhijian Zhao
Chao Lu
Yining Lin
Yao Peng
Tangren Yao
3DPC
134
84
0
04 Feb 2019
Multi-Scale Attention Network for Crowd Counting
Multi-Scale Attention Network for Crowd Counting
Rahul Rama Varior
Bing Shuai
Joseph Tighe
Davide Modolo
284
30
0
17 Jan 2019
DAFE-FD: Density Aware Feature Enrichment for Face Detection
DAFE-FD: Density Aware Feature Enrichment for Face Detection
Vishwanath A. Sindagi
Vishal M. Patel
CVBM
177
17
0
16 Jan 2019
Mask-aware networks for crowd counting
Mask-aware networks for crowd counting
Shengqin Jiang
Xiaobo Lu
Yinjie Lei
Lingqiao Liu
278
48
0
18 Dec 2018
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces
  using Generative Adversarial Networks
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks
Chentao Song
B. Riggan
Shuowen Hu
Nathan J. Short
Vishal M. Patel
CVBMGAN
275
83
0
12 Dec 2018
ADCrowdNet: An Attention-injective Deformable Convolutional Network for
  Crowd Understanding
ADCrowdNet: An Attention-injective Deformable Convolutional Network for Crowd Understanding
Ning Liu
Yongchao Long
C. Zou
Qun Niu
Li Pan
Hefeng Wu
259
304
0
29 Nov 2018
Context-Aware Crowd Counting
Context-Aware Crowd Counting
Weizhe Liu
Mathieu Salzmann
Pascal Fua
3DVHAI
254
653
0
26 Nov 2018
PaDNet: Pan-Density Crowd Counting
PaDNet: Pan-Density Crowd CountingIEEE Transactions on Image Processing (IEEE TIP), 2018
Yukun Tian
Yiming Lei
Junping Zhang
Ming Wang
238
106
0
07 Nov 2018
A Weakly Supervised Approach for Estimating Spatial Density Functions
  from High-Resolution Satellite Imagery
A Weakly Supervised Approach for Estimating Spatial Density Functions from High-Resolution Satellite Imagery
Nathan Jacobs
Adam Kraft
M. U. Rafique
Ranti Dev Sharma
114
14
0
22 Oct 2018
Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance
Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance
Siyu Huang
Xi Li
Zhi-Qi Cheng
Zhongfei Zhang
Alexander G. Hauptmann
125
30
0
22 Aug 2018
In Defense of Single-column Networks for Crowd Counting
In Defense of Single-column Networks for Crowd Counting
Ze Wang
Zehao Xiao
Kai Xie
Qiang Qiu
Xiantong Zhen
Xianbin Cao
136
43
0
18 Aug 2018
Composition Loss for Counting, Density Map Estimation and Localization
  in Dense Crowds
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
314
769
0
02 Aug 2018
Divide and Grow: Capturing Huge Diversity in Crowd Images with
  Incrementally Growing CNN
Divide and Grow: Capturing Huge Diversity in Crowd Images with Incrementally Growing CNN
Deepak Babu Sam
Neeraj N. Sajjan
R. Venkatesh Babu
138
225
0
26 Jul 2018
Iterative Crowd Counting
Iterative Crowd Counting
Viresh Ranjan
Hieu M. Le
Minh Hoai
3DV
151
286
0
26 Jul 2018
Where are the Blobs: Counting by Localization with Point Supervision
Where are the Blobs: Counting by Localization with Point Supervision
I. Laradji
Negar Rostamzadeh
Pedro H. O. Pinheiro
David Vazquez
Mark Schmidt
157
210
0
25 Jul 2018
Crowd Counting using Deep Recurrent Spatial-Aware Network
Crowd Counting using Deep Recurrent Spatial-Aware NetworkInternational Joint Conference on Artificial Intelligence (IJCAI), 2018
Lingbo Liu
Hongjun Wang
Guanbin Li
Wanli Ouyang
Liang Lin
HAI
117
193
0
02 Jul 2018
Attention to Head Locations for Crowd Counting
Attention to Head Locations for Crowd CountingInternational Conference on Image and Graphics (ICIG), 2018
Youmei Zhang
Chunluan Zhou
F. Chang
Alex C. Kot
124
29
0
27 Jun 2018
Crowd Counting with Density Adaption Networks
Crowd Counting with Density Adaption Networks
Li Wang
Weiyuan Shao
Yao Lu
Hao Ye
Jian Pu
Yingbin Zheng
118
11
0
26 Jun 2018
Locating Objects Without Bounding Boxes
Locating Objects Without Bounding Boxes
Javier Ribera
David Guera
Yuhao Chen
Edward J. Delp
150
104
0
20 Jun 2018
Crowd Counting by Adaptively Fusing Predictions from an Image Pyramid
Crowd Counting by Adaptively Fusing Predictions from an Image Pyramid
Di Kang
Antoni B. Chan
78
113
0
16 May 2018
A Deeply-Recursive Convolutional Network for Crowd Counting
A Deeply-Recursive Convolutional Network for Crowd Counting
Xinghao Ding
Zhirui Lin
Fujin He
Yu Wang
Yue Huang
123
58
0
15 May 2018
Learning Short-Cut Connections for Object Counting
Learning Short-Cut Connections for Object Counting
Daniel Oñoro-Rubio
Mathias Niepert
Roberto J. López-Sastre
153
11
0
08 May 2018
An Aggregated Multicolumn Dilated Convolution Network for
  Perspective-Free Counting
An Aggregated Multicolumn Dilated Convolution Network for Perspective-Free Counting
Diptodip Deb
Jonathan Ventura
149
86
0
20 Apr 2018
Geometric and Physical Constraints for Drone-Based Head Plane Crowd
  Density Estimation
Geometric and Physical Constraints for Drone-Based Head Plane Crowd Density Estimation
Weizhe Liu
Krzysztof Lis
Mathieu Salzmann
Pascal Fua
189
10
0
23 Mar 2018
Densely Connected Pyramid Dehazing Network
Densely Connected Pyramid Dehazing Network
Chentao Song
Vishal M. Patel
254
1,042
0
22 Mar 2018
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank
Xialei Liu
Joost van de Weijer
Andrew D. Bagdanov
SSL
166
301
0
08 Mar 2018
CSRNet: Dilated Convolutional Neural Networks for Understanding the
  Highly Congested Scenes
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes
Yuhong Li
Xiaofan Zhang
Deming Chen
483
1,509
0
27 Feb 2018
Density-aware Single Image De-raining using a Multi-stream Dense Network
Density-aware Single Image De-raining using a Multi-stream Dense Network
Chentao Song
Vishal M. Patel
281
985
0
21 Feb 2018
Structured Inhomogeneous Density Map Learning for Crowd Counting
Structured Inhomogeneous Density Map Learning for Crowd Counting
Hanhui Li
Xiangjian He
Hefeng Wu
Saeed Amirgholipour Kasmani
Ruomei Wang
Xiaonan Luo
Liang Lin
108
12
0
20 Jan 2018
DecideNet: Counting Varying Density Crowds Through Attention Guided
  Detection and Density Estimation
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation
Jiang-Dong Liu
Chenqiang Gao
Deyu Meng
Alexander G. Hauptmann
164
368
0
18 Dec 2017
High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial
  Networks
High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial NetworksIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2017
Lidan Wang
Vishwanath A. Sindagi
Vishal M. Patel
GANCVBM
253
138
0
27 Oct 2017
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks
Xing Di
Vishwanath A. Sindagi
Vishal M. Patel
CVBMGAN
338
48
0
03 Oct 2017
Generative Adversarial Network-based Synthesis of Visible Faces from
  Polarimetric Thermal Faces
Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces
Chentao Song
Vishal M. Patel
B. Riggan
Shuowen Hu
CVBMGAN
153
59
0
08 Aug 2017
FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in
  City Cameras
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
228
216
0
29 Jul 2017
Spatiotemporal Modeling for Crowd Counting in Videos
Spatiotemporal Modeling for Crowd Counting in Videos
Feng Xiong
Xingjian Shi
Dit-Yan Yeung
141
190
0
25 Jul 2017
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