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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

Showing 126150 of 371 papers

TitleStatusHype
DR.VIC: Decomposition and Reasoning for Video Individual CountingCode1
CrowdMLP: Weakly-Supervised Crowd Counting via Multi-Granularity MLP0
Joint CNN and Transformer Network via weakly supervised Learning for efficient crowd counting0
CrowdFormer: Weakly-supervised Crowd counting with Improved Generalizability0
Boosting Crowd Counting via Multifaceted AttentionCode1
FusionCount: Efficient Crowd Counting via Multiscale Feature FusionCode1
Reinforcing Local Feature Representation for Weakly-Supervised Dense Crowd Counting0
Multiscale Crowd Counting and Localization By Multitask Point SupervisionCode1
TAFNet: A Three-Stream Adaptive Fusion Network for RGB-T Crowd CountingCode0
A Unified Multi-Task Learning Framework of Real-Time Drone Supervision for Crowd Counting0
Enhancing and Dissecting Crowd Counting By Synthetic Data0
Few-shot Object Counting with Similarity-Aware Feature EnhancementCode1
BBA-net: A bi-branch attention network for crowd counting0
Deep Rank-Consistent Pyramid Model for Enhanced Crowd CountingCode1
Crowd Counting in the Frequency DomainCode1
Scene-Adaptive Attention Network for Crowd Counting0
Towards More Effective PRM-based Crowd Counting via A Multi-resolution Fusion and Attention Network0
Panoptic Segmentation: A ReviewCode1
PANet: Perspective-Aware Network with Dynamic Receptive Fields and Self-Distilling Supervision for Crowd Counting0
International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines0
Vicinal Counting Networks0
CCTrans: Simplifying and Improving Crowd Counting with TransformerCode1
Harnessing Perceptual Adversarial Patches for Crowd CountingCode1
Audio-Visual Transformer Based Crowd Counting0
Semi-Supervised Crowd Counting from Unlabeled Data0
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