Cromo: Cross-modal learning for monocular depth estimation

Y Verdié, J Song, B Mas, B Busam… - 2022 IEEE/CVF …, 2022 - ieeexplore.ieee.org
Learning-based depth estimation has witnessed recent progress in multiple directions; from
self-supervision using monocular video to supervised methods offering highest accuracy …

Water hazard detection: A 20-year review

X Guo, J Han, J Li, Z Wang, Z Zhang, X Kang… - Journal of …, 2023 - Elsevier
Obstacle detection is a complex task involving detection of obstacle features, identification of
appropriate sensor and environmental conditions. The development of water hazard …

[HTML][HTML] Passive Polarized Vision for Autonomous Vehicles: A Review

JR Serres, PJ Lapray, S Viollet… - Sensors (Basel …, 2024 - ncbi.nlm.nih.gov
This review article aims to address common research questions in passive polarized vision
for robotics. What kind of polarization sensing can we embed into robots? Can we find our …

A practical calibration method for RGB micro-grid polarimetric cameras

J Rodriguez, L Lew-Yan-Voon… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Polarimetric imaging has been applied in a growing number of applications in robotic vision
(ex. underwater navigation, glare removal, de-hazing, object classification, and depth …

Pola4All: survey of polarimetric applications and an open-source toolkit to analyze polarization

J Rodriguez, LFC Lew-Yan-Voon… - Journal of Electronic …, 2024 - spiedigitallibrary.org
Polarization information of the light can provide rich cues for computer vision and scene
understanding tasks, such as the type of material, pose, and shape of the objects. With the …

HoloSR: deep learning-based super-resolution for real-time high-resolution computer-generated holograms

S Lee, SW Nam, J Lee, Y Jeong, B Lee - Optics Express, 2024 - opg.optica.org
This study presents HoloSR, a novel deep learning-based super-resolution approach
designed to produce high-resolution computer-generated holograms from low-resolution …

Polarimetric Imaging for Perception

M Baltaxe, T Pe'er, D Levi - arXiv preprint arXiv:2305.14787, 2023 - arxiv.org
Autonomous driving and advanced driver-assistance systems rely on a set of sensors and
algorithms to perform the appropriate actions and provide alerts as a function of the driving …

Face repairing based on transfer learning method with fewer training samples: application to a Terracotta Warrior with facial cracks and a Buddha with a broken nose

J Zhu, B Fang, T Chen, H Yang - Heritage Science, 2024 - Springer
In this paper, a method based on transfer learning is proposed to recover the three-
dimensional shape of cultural relics faces from a single old photo. It can simultaneously …

Calibration and 3D vision with a color-polarimetric camera

J Rodriguez - 2023 - theses.hal.science
Among the different sensing modalities, vision sensors are the ones thatprovide the most
abundant environmental information. Additionally, the usage ofa short focal length lens …

Image processing for generating three-dimensional shape and spatially-varying reflectance of the object using a deep neural network

A Ghosh, V Deschaintre, Y Lin - US Patent 11,410,378, 2022 - Google Patents
A method of image processing is described. The method comprises receiving a set of at
least three images of an object including at least two linearly-polarized images and at least …