3 papers
cs.CV2025
TCFormer: A 5M-Parameter Transformer with Density-Guided Aggregation for Weakly-Supervised Crowd Counting
Qiang Guo, Rubo Zhang, Bingbing Zhang +2
Crowd counting typically relies on labor-intensive point-level annotations and computationally intensive backbones, restricting its scalability and deployment in resource-constrain…
cs.CV2025
A Full-Stage Refined Proposal Algorithm for Suppressing False Positives in Two-Stage CNN-Based Detection Methods
Qiang Guo, Rubo Zhang, Bingbing Zhang +2
False positives in pedestrian detection remain a challenge that has yet to be effectively resolved. To address this issue, this paper proposes a Full-stage Refined Proposal (FRP) a…
cs.CV2024
MCNet: A crowd denstity estimation network based on integrating multiscale attention module
Qiang Guo, Rubo Zhang, Di Zhao
Aiming at the metro video surveillance system has not been able to effectively solve the metro crowd density estimation problem, a Metro Crowd density estimation Network (called MC…