Hao-Ji Xia

Understanding and exploiting fundamental modality advantage in frame and event hybrid visual data

Visual perception systems increasingly rely on hybrid sensing modalities, including RGB and event cameras, to operate robustly under complex and extreme environmental conditions. However, what fundamentally determines the respective advantages of RGB frames and dynamic events remains unclear. To this end, we introduc...