Search Results - spatial information channels integrated framework

Computer vision-based vehicle recognition system using deep learning techniques / Tan Shi Hao by Tan , Shi Hao

“…The Cross Granularity (CG) module, in contrast, integrates both information to render a balanced mix of local contextual information and global semantic details. …”
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MSMD-YOLO: enhanced printed circuit board defect detection with a multi-scale merging and attention network by Deng, Chan, Abdul Rahman, Ribhan Zafira, Ishak, Asnor Juraiza, Raja Ahmad, Raja Kamil

“…In parallel, the MDA-Attention module integrates channel-wise and spatial attention mechanisms with dilated convolutions [2], significantly improving semantic discrimination and spatial sensitivity while maintaining low computational complexity. …”
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Overcoming occlusion in person re-identification: A multi-level attention transformer approach by Ali, Najma Imtiaz, Kanchymalay, Kasturi, Brohi, Imtiaz Ali, Jamali, Aadil, Jhanjhi, Noor Zaman, Soomro, Safeeullah

“…In this paper, we take a step closer to solve this important problem by introducing a novel Multi-Level Attention Mechanism (MLAM) for occluded person re-identification. The method combines spatial, channel, and global context attention in order to handle various occlusions from partial to severe. …”
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