End-to-end robust joint unsupervised image alignment and clustering

X Zeng, G Howe, M Xu - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Computing dense pixel-to-pixel image correspondences is a fundamental task of computer
vision. Often, the objective is to align image pairs from the same semantic category for …

Scene flow estimation: A survey

Z Yan, X Xiang - arXiv preprint arXiv:1612.02590, 2016 - arxiv.org
This paper is the first to review the scene flow estimation field, which analyzes and
compares methods, technical challenges, evaluation methodologies and performance of …

Dense wide-baseline scene flow from two handheld video cameras

C Richardt, H Kim, L Valgaerts… - … Conference on 3D …, 2016 - ieeexplore.ieee.org
We propose a new technique for computing dense scene flow from two handheld videos
with wide camera baselines and different photometric properties due to different sensors or …

Multiframe scene flow with piecewise rigid motion

V Golyanik, K Kim, R Maier, M Nießner… - … Conference on 3D …, 2017 - ieeexplore.ieee.org
We introduce a novel multiframe scene flow approach that jointly optimizes the consistency
of the patch appearances and their local rigid motions from RGB-D image sequences. In …

SSFlowNet: Semi-supervised Scene Flow Estimation On Point Clouds With Pseudo Label

J Chen, J Yao, Q Lin, R Zhou, L Li - arXiv preprint arXiv:2312.15271, 2023 - arxiv.org
In the domain of supervised scene flow estimation, the process of manual labeling is both
time-intensive and financially demanding. This paper introduces SSFlowNet, a semi …

4d temporally coherent light-field video

A Mustafa, M Volino, JY Guillemaut… - … Conference on 3D …, 2017 - ieeexplore.ieee.org
Light-field video has recently been used in virtual and augmented reality applications to
increase realism and immersion. However, existing light-field methods are generally limited …

4d match trees for non-rigid surface alignment

A Mustafa, H Kim, A Hilton - Computer Vision–ECCV 2016: 14th European …, 2016 - Springer
This paper presents a method for dense 4D temporal alignment of partial reconstructions of
non-rigid surfaces observed from single or multiple moving cameras of complex scenes. 4D …

[HTML][HTML] 4D Temporally Coherent Multi-Person Semantic Reconstruction and Segmentation

A Mustafa, C Russell, A Hilton - International journal of computer vision, 2022 - Springer
We introduce the first approach to solve the challenging problem of automatic 4D visual
scene understanding for complex dynamic scenes with multiple interacting people from multi …

Software architecture in an open source world

RT Fielding - 27th International Conference on Software Engineering, 2005 - computer.org
Summary form only given. In spite of the hype and hysteria surrounding open source
software development, there is very little that can be said of open source in general. Open …

U4d: Unsupervised 4d dynamic scene understanding

A Mustafa, C Russell, A Hilton - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
We introduce the first approach to solve the challenging problem of unsupervised 4D visual
scene understanding for complex dynamic scenes with multiple interacting people from multi …