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Crowd Counting

27 papers with code · Computer Vision
Subtask of Crowds

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Latest papers with code

NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting

10 Jan 2020gjy3035/Awesome-Crowd-Counting

In the last decade, crowd counting attracts much attention of researchers due to its wide-spread applications, including crowd monitoring, public safety, space design, etc.

CROWD COUNTING

974
10 Jan 2020

From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer

ICCV 2019 xhp-hust-2018-2011/S-DCNet

A dense region can always be divided until sub-region counts are within the previously observed closed set.

CROWD COUNTING

76
15 Aug 2019

Bayesian Loss for Crowd Count Estimation with Point Supervision

ICCV 2019 ZhihengCV/Bayesian-Crowd-Counting

In crowd counting datasets, each person is annotated by a point, which is usually the center of the head.

CROWD COUNTING

84
10 Aug 2019

Deep Density-aware Count Regressor

9 Aug 2019GeorgeChenZJ/deepcount

We seek to improve crowd counting as we perceive limits of currently prevalent density map estimation approach on both prediction accuracy and time efficiency.

CROWD COUNTING

19
09 Aug 2019

Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting

ICCV 2019 zhousy1993/paper

Dense crowd counting aims to predict thousands of human instances from an image, by calculating integrals of a density map over image pixels.

CROWD COUNTING DENSITY ESTIMATION

0
29 Jul 2019

Locality-constrained Spatial Transformer Network for Video Crowd Counting

18 Jul 2019sweetyy83/Lstn_fdst_dataset

Then to relate the density maps between neighbouring frames, a Locality-constrained Spatial Transformer (LST) module is introduced to estimate the density map of next frame with that of current frame.

CROWD COUNTING

14
18 Jul 2019

C^3 Framework: An Open-source PyTorch Code for Crowd Counting

5 Jul 2019gjy3035/C-3-Framework

This technical report attempts to provide efficient and solid kits addressed on the field of crowd counting, which is denoted as Crowd Counting Code Framework (C$^3$F).

CROWD COUNTING

332
05 Jul 2019

Dense Scale Network for Crowd Counting

24 Jun 2019rongliangzi/Dense-Scale-Network-for-Crowd-Counting

The key component of our network is the dense dilated convolution block, in which each dilation layer is densely connected with the others to preserve information from continuously varied scales.

CROWD COUNTING

6
24 Jun 2019

Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection

18 Jun 2019val-iisc/lsc-cnn

We introduce a detection framework for dense crowd counting and eliminate the need for the prevalent density regression paradigm.

CROWD COUNTING

96
18 Jun 2019

PCC Net: Perspective Crowd Counting via Spatial Convolutional Network

24 May 2019gjy3035/PCC-Net

Crowd counting from a single image is a challenging task due to high appearance similarity, perspective changes and severe congestion.

CROWD COUNTING

45
24 May 2019