Zhixin Huang

2 accepted papers

2024

Driver Scanpath Prediction Based On Inverse Reinforcement Learning

Zhixin Huang, Yuchen Zhou, Jie Zhu, Chao Gou

ICASSP 2024accepted

Modeling driver attention allocation by scanpath prediction plays a crucial role in advancing autonomous driving capabilities and enhancing accident anticipation. Existing studies primarily predict human scanpath for visual search, visual question answering, and free-viewing. Few studies have focuse…

Cited by 0 Source ↗Scholar ↗

2024

Imitating the Human Visual System for Scanpath Predicting

Mengtang Li, Jie Zhu, Zhixin Huang, Chao Gou

ICASSP 2024accepted

Scanpath refers to the trajectory of eye fixations when humans perform visual reasoning. Most existing methods mainly focus on predicting static attention maps, which represent the probability that each pixel in the image is paid attention to by humans. However, human gaze behavior is purposeful and…

Cited by 0 Source ↗Scholar ↗