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Crowd Counting

Crowd Counting is a task to count people in image. It is mainly used in real-life for automated public monitoring such as surveillance and traffic control. Different from object detection, Crowd Counting aims at recognizing arbitrarily sized targets in various situations including sparse and cluttering scenes at the same time.

Source: Deep Density-aware Count Regressor

Papers

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Showing 301–325 of 371 papers

TitleStatusHype
Multi-Resolution Fusion and Multi-scale Input Priors Based Crowd Counting—0
Multi-scale Feature Aggregation for Crowd Counting—0
Multi-source Multi-scale Counting in Extremely Dense Crowd Images—0
Improving Object Counting with Heatmap RegulationCode0
Point-to-Region Loss for Semi-Supervised Point-Based Crowd CountingCode0
Improving Local Features with Relevant Spatial Information by Vision Transformer for Crowd CountingCode0
CODA: Counting Objects via Scale-aware Adversarial Density AdaptionCode0
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density EstimationCode0
Bayesian Loss for Crowd Count Estimation with Point SupervisionCode0
CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd CountingCode0
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested ScenesCode0
Single-Image Crowd Counting via Multi-Column Convolutional Neural NetworkCode0
CrowdNet: A Deep Convolutional Network for Dense Crowd CountingCode0
Improving Dense Crowd Counting Convolutional Neural Networks using Inverse k-Nearest Neighbor Maps and Multiscale UpsamplingCode0
Crowd Counting With Partial Annotations in an ImageCode0
AutoScale: Learning to Scale for Crowd Counting and LocalizationCode0
A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density EstimationCode0
Crowd Counting With Deep Negative Correlation LearningCode0
Reducing Capacity Gap in Knowledge Distillation with Review Mechanism for Crowd CountingCode0
A Real-Time Deep Network for Crowd CountingCode0
Class-Agnostic CountingCode0
Car Object Counting and Position Estimation via Extension of the CLIP-EBC FrameworkCode0
Spatiotemporal Dilated Convolution with Uncertain Matching for Video-based Crowd EstimationCode0
An Improved Normed-Deformable Convolution for Crowd CountingCode0
ANTHROPOS-V: benchmarking the novel task of Crowd Volume EstimationCode0
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