MVF-Net: A Multi-View Fusion Network for Event-Based Object Classification

• Published in: IEEE transactions on circuits and systems for video technology Vol. 32; no. 12; pp. 8275 - 8284
• Main Authors: Deng, Yongjian, Chen, Hao, Li, Youfu
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.12.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Artificial neural networks; attention; Cameras; Data models; Event data; Feature extraction; multi-view; object categorization; Object recognition; Power consumption; Power demand; Streaming media; Task analysis; Three-dimensional displays; Two dimensional models

Event-based object recognition has drawn increasing attention for event cameras' distinguished advantages of low power consumption and high dynamic range. For this new modality, previous works based on customizing low-level descriptors are vulnerable to noise and with limited generalizability....