Enhancing object recognition: The role of object knowledge decomposition and component-labeled datasets

Nuoye Xiong, Ning Wang, Hongsheng Li, Guangming Zhu, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun

Abstract: Highlights•Using prior knowledge from human recognition patterns to enhance classification.•Combining visual and semantic knowledge guides neural network learning.•Image classification dataset that go beyond single-category labels to provide more effective knowledge.

External IDs:doi:10.1016/j.neucom.2024.128969