Boosting Gaze Object Prediction via Pixel-Level Supervision from Vision Foundation Model

Y Jin, L Zhang, S Yan, B Fan, B Wang - European Conference on …, 2025 - Springer
Gaze object prediction (GOP) aims to predict the category and location of the object that a
human is looking at. Previous methods utilized box-level supervision to identify the object …

Robust Unpaired Image Dehazing via Adversarial Deformation Constraint

H Wei, Q Wu, C Wu, KN Ngan, H Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Due to the flexible training requirement and the appealing generalization ability, unpaired
image dehazing has received increasing attention in coping with real-world hazy images …

Towards Pixel-Level Prediction for Gaze Following: Benchmark and Approach

F Liu, D Guo, J Xu, Z He, S Tang, K Li… - arXiv preprint arXiv …, 2024 - arxiv.org
Following the gaze of other people and analyzing the target they are looking at can help us
understand what they are thinking, and doing, and predict the actions that may follow …

Survey of Deep Learning Based Approaches for Gaze Estimation.

WEN Mingqi, REN Luqian, C Zhenqin… - Journal of …, 2024 - search.ebscohost.com
Gaze estimation is a technique for predicting the gaze position or gaze direction of the
human eye and plays an important role in human-computer interaction and computer vision …

[PDF][PDF] Pedestrian's Gaze Object Detection in Traffic Scene

H Murakami, J Chen, D Deguchi… - Proceedings …, 2024 - toriwaki.nuie.nagoya-u.ac.jp
In this paper, we present a new task of detecting an object that a target pedestrian is gazing
at in a traffic scene called PEdestrian's Gaze Object (PEGO). We argue that the detection of …