Deep Learning for Omnidirectional Vision: A Survey and New Perspectives

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Deep Learning for Omnidirectional Vision: A Survey and New Perspectives

21 May 2022

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Papers citing "Deep Learning for Omnidirectional Vision: A Survey and New Perspectives"

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Title
Omnidirectional Video Super-Resolution using Deep Learning Arbind Agrahari Baniya Tsz-Kwan Lee Peter Eklund Sunil Aryal SupR MDE 75 17 0 03 Jun 2025
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation Ding Zhong Xu Zheng Chenfei Liao Yuanhuiyi Lyu Jialei Chen Shengyang Wu Linfeng Zhang Xuming Hu VLM 120 10 0 10 Mar 2025
Helvipad: A Real-World Dataset for Omnidirectional Stereo Depth Estimation Mehdi Zayene Jannik Endres Albias Havolli Charles Corbière Salim Cherkaoui Alexandre Kontouli Alexandre Alahi MDE 270 1 0 27 Nov 2024
Spatio-Temporal Distortion Aware Omnidirectional Video Super-Resolution Hongyu An Xinfeng Zhang Shijie Zhao Ruiqin Xiong Ruiqin Xiong SupR 452 1 0 15 Oct 2024
360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model Qian Wang Weiqi Li Chong Mou Xinhua Cheng Jian Zhang VGen 109 20 0 12 Jan 2024
SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation Xuewei Li Tao Wu Zhongang Qi Gaoang Wang Ying Shan Xi Li ViT 3DPC MDE 65 13 0 06 Jun 2023
Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey Jingrui Yu A. P. Grassi G. Hirtz ObjD 70 7 0 17 Apr 2023
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation Xueye Zheng Jinjing Zhu Yexin Liu Zidong Cao Chong Fu Lin Wang MDE 80 39 0 25 Mar 2023
HRDFuse: Monocular 360°Depth Estimation by Collaboratively Learning Holistic-with-Regional Depth Distributions Hao Ai Zidong Cao Yan-Pei Cao Ying Shan Lin Wang MDE 87 27 0 21 Mar 2023
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jiaming Zhang Kailun Yang Haowen Shi Simon Reiß Kunyu Peng Chaoxiang Ma Haodong Fu Philip H. S. Torr Kaiwei Wang Rainer Stiefelhagen ViT MDE 112 39 0 25 Jul 2022