Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives

K Grauman, A Westbury, L Torresani… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract We present Ego-Exo4D a diverse large-scale multimodal multiview video dataset
and benchmark challenge. Ego-Exo4D centers around simultaneously-captured egocentric …

Generative camera dolly: Extreme monocular dynamic novel view synthesis

B Van Hoorick, R Wu, E Ozguroglu, K Sargent… - … on Computer Vision, 2024 - Springer
Accurate reconstruction of complex dynamic scenes from just a single viewpoint continues to
be a challenging task in computer vision. Current dynamic novel view synthesis methods …

4diff: 3d-aware diffusion model for third-to-first viewpoint translation

F Cheng, M Luo, H Wang, A Dimakis… - … on Computer Vision, 2024 - Springer
We present 4Diff, a 3D-aware diffusion model addressing the exo-to-ego viewpoint
translation task—generating first-person (egocentric) view images from the corresponding …

MADiff: Motion-aware mamba diffusion models for hand trajectory prediction on egocentric videos

J Ma, X Chen, W Bao, J Xu, H Wang - ar** Objects in Videos with Hand-Object Interaction Awareness
Z Xue, M Luo, C Chen, K Grauman - ar** objects in videos, with a focus on those
interacted with by hands, given one user-provided reference object image. Despite the great …

Exocentric To Egocentric Transfer For Action Recognition: A Short Survey

A Thatipelli, SY Lo, AK Roy-Chowdhury - arxiv preprint arxiv:2410.20621, 2024 - arxiv.org
Egocentric vision captures the scene from the point of view of the camera wearer while
exocentric vision captures the overall scene context. Jointly modeling ego and exo views is …

Exocentric-to-Egocentric Video Generation

JW Liu, W Mao, Z Xu, J Keppo, MZ Shou - The Thirty-eighth Annual … - openreview.net
We introduce Exo2Ego-V, a novel exocentric-to-egocentric diffusion-based video generation
method for daily-life skilled human activities where sparse 4-view exocentric viewpoints are …

Exocentric to Egocentric Transfer for Action Recognition

A Thatipelli - 2024 - search.proquest.com
Egocentric vision captures the scene from the point of the view of the camera wearer while
exocentric vision captures the overall scene context. Jointly modelling ego and exo views is …