Learning Discriminative Aggregation Network for Video-Based Face Recognition and Person Re-identification
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-018-1135-x
Abstract: In this paper, we propose a discriminative aggregation network method for video-based face recognition and person re-identification, which aims to integrate information from video frames for feature representation effectively and efficiently. Unlike existing video aggregation… read more here.
Keywords: video; aggregation; video based; aggregation network ... See more keywords
CCANet: Contextual Collaborative Aggregation Network for Lightweight Surface Defect Detection
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2025.3604445
Abstract: Surface defect detection (SDD) is essential for quality assurance in consumer electronics manufacturing. Although existing SDD methods have achieved high accuracy in complex scenarios, their real-world deployment still faces two major challenges. First, high-accuracy models… read more here.
Keywords: collaborative aggregation; surface defect; defect detection; aggregation network ... See more keywords
RGBT Image Fusion Tracking via Sparse Trifurcate Transformer Aggregation Network
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2024.3365162
Abstract: Recently have testified the superior tracking ability of Transformer in RGBT tracking for its global and dynamic modeling property. However, these Transformer-based trackers lack attention to the primary feature information and are susceptible to interference… read more here.
Keywords: information; aggregation network; transformer; sparse trifurcate ... See more keywords