Deep Learning Methods for Calibrated Photometric Stereo and Beyond

Y Ju, KM Lam, W Xie, H Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Photometric stereo recovers the surface normals of an object from multiple images with
varying shading cues, ie, modeling the relationship between surface orientation and …

A neural height-map approach for the binocular photometric stereo problem

F Logothetis, I Budvytis… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
In this work we propose a novel, highly practical, binocular photometric stereo (PS)
framework, which has same acquisition speed as single view PS, however significantly …

NPLMV-PS: Neural Point-Light Multi-View Photometric Stereo

F Logothetis, I Budvytis, R Cipolla - arXiv preprint arXiv:2405.12057, 2024 - arxiv.org
In this work we present a novel multi-view photometric stereo (PS) method. Like many works
in 3D reconstruction we are leveraging neural shape representations and learnt renderers …

Remote sensing insights into ocean fronts: a literature review

Y Yang, Y Ju, Y Gao, C Zhang, KM Lam - Intelligent Marine Technology …, 2024 - Springer
By providing valuable data that allow scientists to study various oceanographic
characteristics on a global scale, remote sensing techniques have considerably advanced …

Three-dimentional reconstruction of underwater side-scan sonar images based on shape-from-shading and monocular depth fusion

Y Ju, J Zhou, S Zhou, H Xie, C Zhang, J Xiao… - … Marine Technology and …, 2024 - Springer
Modern marine research requires high-precision three-dimensional (3D) underwater data.
Underwater environments experience severe visible light attenuation, which leads to inferior …

A comprehensive dataset for dynamic analysis of ocean front

Y Yang, Y Gao, X Sun, Y Ju, C Zhang… - … Marine Technology and …, 2024 - Springer
This paper proposes an ocean front database and a method for its construction tailored for
studying the dynamic evolution of ocean fronts. Ocean fronts play a crucial role in the …

Aligning localization and classification for anchor-free object detection in aerial imagery

C Zhang, Y Ju, J Xiao, Y Yang… - … Workshop on Advanced …, 2024 - spiedigitallibrary.org
Anchor-free aerial object detectors have recently attracted considerable attention due to
their high flexibility and computational efficiency. They are typically implemented by learning …

An image segmentation algorithm for isolating ocean fronts of interest

Y Yang, C Zhang, C Yang… - International Workshop on …, 2024 - spiedigitallibrary.org
Ocean fronts are one of the main transportation means for material and energy in the ocean.
The research on detecting ocean fronts has become a hot topic in the last few years …