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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 351–371 of 371 papers

TitleStatusHype
SYRAC: Synthesize, Rank, and CountCode0
TAFNet: A Three-Stream Adaptive Fusion Network for RGB-T Crowd CountingCode0
Multi-Stream Networks and Ground-Truth Generation for Crowd CountingCode0
Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd CountingCode0
Discrete-Constrained Regression for Local Counting ModelsCode0
Density-based clustering with fully-convolutional networks for crowd flow detection from dronesCode0
Transformer-Based Dual-Optical Attention Fusion Crowd Head Point Counting and Localization NetworkCode0
ADCrowdNet: An Attention-injective Deformable Convolutional Network for Crowd UnderstandingCode0
DenseTrack: Drone-based Crowd Tracking via Density-aware Motion-appearance SynergyCode0
Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City ApplicationsCode0
Uncertainty Estimation and Sample Selection for Crowd CountingCode0
Dense Scale Network for Crowd CountingCode0
Crowd Counting via Segmentation Guided Attention Networks and Curriculum LossCode0
PCC Net: Perspective Crowd Counting via Spatial Convolutional NetworkCode0
CountFormer: Multi-View Crowd Counting TransformerCode0
Towards Adversarial Patch Analysis and Certified Defense against Crowd CountingCode0
Perspective-Guided Convolution Networks for Crowd CountingCode0
Semi-supervised Counting via Pixel-by-pixel Density Distribution ModellingCode0
Context-Aware Crowd CountingCode0
Virtual Classification: Modulating Domain-Specific Knowledge for Multidomain Crowd CountingCode0
Deep Density-aware Count RegressorCode0
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