Spherical CNNs on Unstructured Grids

7 January 2019

Chiyu “Max”

Jingwei Huang

K. Kashinath

Lawrence Berkeley Nat’l Lab

P. Marcus

Matthias Niessner

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Papers citing "Spherical CNNs on Unstructured Grids"

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From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure S. Yu Zijiao Chen Wenxuan Wu S. Chen Zhongliang Liu J. Nie Xiaofen Xing Xiangmin Xu Xin Zhang 112 3 0 22 Jul 2025
EDM: Equirectangular Projection-Oriented Dense Kernelized Feature MatchingComputer Vision and Pattern Recognition (CVPR), 2025 Dongki Jung Jaehoon Choi Yonghan Lee Somi Jeong T. Lee Dinesh Manocha Suyong Yeon 195 2 0 28 Feb 2025
SphereFusion: Efficient Panorama Depth Estimation via Gated FusionInternational Conference on 3D Vision (3DV), 2025 Q. Yan Qiang Wang Kaiyong Zhao Jie Chen Bo Li Xiaowen Chu F. Deng 3DGS MDE 211 1 0 09 Feb 2025
SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features Zhuoshuo Li Jiong Zhang Youbing Zeng Jiaying Lin Dan Zhang Jianjia Zhang Duan Xu H. Kim Bingguang Liu Mengting Liu 169 0 0 05 Nov 2024
Elite360M: Efficient 360 Multi-task Learning via Bi-projection Fusion and Cross-task Collaboration Hao Ai Lin Wang 138 2 0 18 Aug 2024
MCPDepth: Omnidirectional Depth Estimation via Stereo Matching from Multi-Cylindrical Panoramas Feng Qiao Zhexiao Xiong Xinge Zhu Yuexin Ma Qiumeng He Nathan Jacobs MDE 264 1 0 03 Aug 2024
Elite360D: Towards Efficient 360 Depth Estimation via Semantic- and Distance-Aware Bi-Projection Fusion Hao Ai Lin Wang MDE 227 25 0 25 Mar 2024
Convolution kernel adaptation to calibrated fisheye Bruno Berenguel-Baeta Maria Santos-Villafranca J. Bermudez-Cameo Alejandro Pérez-Yus Jose J. Guerrero 141 3 0 02 Feb 2024
$3D Scene Geometry Estimation from 360$^\circ$ Imagery: A Survey$ 3D Scene Geometry Estimation from 360 $^\circ$ Imagery: A SurveyACM Computing Surveys (ACM CSUR), 2022 T. L. T. D. Silveira Paulo G. L. Pinto Jeffri Murrugarra-Llerena C. R. Jung MDE 256 47 0 17 Jan 2024
Identification of morphological fingerprint in perinatal brains using quasi-conformal mapping and contrastive learning Boyang Wang Weihao Zheng Ying Wang Zhe Zhang Yuchen Sheng Minmin Wang 98 1 0 25 Nov 2023
Zero-shot Learning of Individualized Task Contrast Prediction from Resting-state Functional Connectomes Minh Nguyen G. Ngo M. Sabuncu 103 2 0 21 Oct 2023
SphereNet: Learning a Noise-Robust and General Descriptor for Point Cloud RegistrationIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Guiyu Zhao Zhen-Sheng Guo Xin Wang Hongbin Ma 3DPC OOD 133 7 0 18 Jul 2023
HEAL-SWIN: A Vision Transformer On The SphereComputer Vision and Pattern Recognition (CVPR), 2023 Oscar Carlsson Jan E. Gerken Hampus Linander Heiner Spiess F. Ohlsson Christoffer Petersson Daniel Persson ViT MedIm 185 13 0 14 Jul 2023
Spherical Feature Pyramid Networks For Semantic Segmentation Thomas Walker Varun Anand Pavlos Andreadis 3DPC 127 0 0 05 Jul 2023
Scaling Spherical CNNsInternational Conference on Machine Learning (ICML), 2023 Carlos Esteves Jean-Jacques E. Slotine A. Makadia GNN LRM 190 21 0 08 Jun 2023
SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic SegmentationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Xuewei Li Tao Wu Chen Ma Gaoang Wang Ying Shan Xi Li ViT 3DPC MDE 170 21 0 06 Jun 2023
WinDB: HMD-free and Distortion-free Panoptic Video Fixation LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Guotao Wang Chenglizhao Chen Aimin Hao Hong Qin Deng-Ping Fan 238 3 0 23 May 2023
Transcending Grids: Point Clouds and Surface Representations Powering Neurological Processing Kishore Babu Nampalle Pradeep Singh Vivek Narayan Uppala Sumit Gangwar Raj S Negi Balasubramanian Raman 124 1 0 17 May 2023
PanelNet: Understanding 360 Indoor Environment via Panel RepresentationComputer Vision and Pattern Recognition (CVPR), 2023 Haozheng Yu Lu He B. Jian Weiwei Feng Shanghua Liu MDE 3DV 218 24 0 16 May 2023
Scanpath Prediction in Panoramic Videos via Expected Code Length Minimization Mu Li Kanglong Fan Kede Ma 260 4 0 04 May 2023
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual RepresentationsInternational Conference on Machine Learning (ICML), 2023 Gengchen Mai Ni Lao Yutong He Jiaming Song Stefano Ermon 349 95 0 01 May 2023
Unsupervised Discovery of Extreme Weather Events Using Universal Representations of Emergent OrganizationChaos (Chaos), 2023 Adam T. Rupe K. Kashinath Nalini Kumar James P. Crutchfield 185 0 0 25 Apr 2023
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Xueye Zheng Jinjing Zhu Yexin Liu Zidong Cao Chong Fu Lin Wang MDE 180 48 0 25 Mar 2023
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye ViewIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Zhifeng Teng Kailai Li Kailun Yang Kunyu Peng Haowen Shi Simon Reiß Ke Cao Rainer Stiefelhagen MDE 191 19 0 21 Mar 2023
Densely Connected $G$ -invariant Deep Neural Networks with Signed Permutation RepresentationsJournal of machine learning research (JMLR), 2023 Devanshu Agrawal James Ostrowski AI4CE 239 0 0 08 Mar 2023
Deep Neural Networks with Efficient Guaranteed InvariancesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 M. Rath Alexandru Paul Condurache 207 5 0 02 Mar 2023
3D reconstruction from spherical images: A review of techniques, applications, and prospects San Jiang Yaxin Li D. Weng Kan You Wu Chen 284 15 0 09 Feb 2023
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud AnalysisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Qijian Zhang Xianqiang Lyu Y. Qian Yiming Zeng Juyong Zhang Ying He 3DPC 258 41 0 17 Dec 2022
Decoding natural image stimuli from fMRI data with a surface-based convolutional networkInternational Conference on Medical Imaging with Deep Learning (MIDL), 2022 Zijin Gu K. Jamison Amy Kuceyeski M. Sabuncu 213 58 0 05 Dec 2022
Interpolated SelectionConv for Spherical Images and SurfacesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 David Hart Michael Whitney B. Morse 3DH 186 3 0 18 Oct 2022
Scalable and Equivariant Spherical CNNs by Discrete-Continuous (DISCO) ConvolutionsInternational Conference on Learning Representations (ICLR), 2022 Jeremy Ocampo Matthew Alexander Price Jason D. McEwen 226 19 0 27 Sep 2022
Panoramic Vision Transformer for Saliency Detection in 360° VideosEuropean Conference on Computer Vision (ECCV), 2022 Heeseung Yun Se-Ho Lee Gunhee Kim ViT MDE 186 27 0 19 Sep 2022
SphereDepth: Panorama Depth Estimation from Spherical DomainInternational Conference on 3D Vision (3DV), 2022 Q. Yan Qiang-qiang Wang Kaiyong Zhao Bo Li Xiaowen Chu F. Deng MDE 202 4 0 29 Aug 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Kailai Li Kailun Yang Haowen Shi Simon Reiß Kunyu Peng Chaoxiang Ma Haodong Fu Philip H. S. Torr Kaiwei Wang Rainer Stiefelhagen ViT MDE 286 50 0 25 Jul 2022
SelectionConv: Convolutional Neural Networks for Non-rectilinear Image DataEuropean Conference on Computer Vision (ECCV), 2022 David Hart Michael Whitney B. Morse 155 3 0 18 Jul 2022
Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Zishuo Zheng Chunyu Lin Lang Nie K. Liao Zhijie Shen Yao Zhao MDE 158 20 0 06 Jul 2022
Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and UnpoolingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Mingxing Xu Chenglin Li Wenrui Dai Siheng Chen Junni Zou P. Frossard H. Xiong 130 2 0 31 May 2022
Surround-view Fisheye Camera Perception for Automated Driving: Overview, Survey and Challenges V. Kumar Ciarán Eising Christian Witt S. Yogamani 268 95 0 26 May 2022
Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution Li Yang Zhibin He Changhe Li Jun-Feng Han Dajiang Zhu Tianming Liu Tuo Zhang 161 0 0 21 May 2022
Distortion-Aware Self-Supervised 360° Depth Estimation from A Single Equirectangular Projection Image Yuya Hasegawa Ikehata Satoshi Kiyoharu Aizawa MDE 107 1 0 03 Apr 2022
When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning Chuizheng Meng Sungyong Seo Defu Cao Sam Griesemer Yan Liu PINN AI4CE 270 126 0 31 Mar 2022
Surface Vision Transformers: Attention-Based Modelling applied to Cortical AnalysisInternational Conference on Medical Imaging with Deep Learning (MIDL), 2022 Simon Dahan Abdulah Fawaz Logan Z. J. Williams Chunhui Yang Timothy S. Coalson M. Glasser A. Edwards Daniel Rueckert E. C. Robinson MedIm ViT 164 26 0 30 Mar 2022
PanoFormer: Panorama Transformer for Indoor 360 Depth EstimationEuropean Conference on Computer Vision (ECCV), 2022 Zhijie Shen Chunyu Lin K. Liao Lang Nie Zishuo Zheng Yao Zhao ViT MDE 145 121 0 17 Mar 2022
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Kailai Li Kailun Yang Chaoxiang Ma Simon Reiß Kunyu Peng Rainer Stiefelhagen ViT 272 92 0 02 Mar 2022
Rigidity Preserving Image Transformations and Equivariance in PerspectiveScandinavian Conference on Image Analysis (SCIA), 2022 Lucas Brynte Georg Bökman Axel Flinth Fredrik Kahl 218 4 0 31 Jan 2022
Möbius Convolutions for Spherical CNNsInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2022 Thomas W. Mitchel Noam Aigerman Vladimir G. Kim Michael Kazhdan 269 14 0 28 Jan 2022
Pseudocylindrical Convolutions for Learned Omnidirectional Image Compression Mu Li Kede Ma Jinxing Li Dafan Zhang MDE 105 7 0 25 Dec 2021
DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds R. Wiersma Ahmad Nasikun E. Eisemann Klaus Hildebrandt 3DPC 413 20 0 16 Nov 2021
ASOD60K: An Audio-Induced Salient Object Detection Dataset for Panoramic Videos Yi Zhang 226 8 0 24 Jul 2021
OSLO: On-the-Sphere Learning for Omnidirectional images and its application to 360-degree image compressionIEEE Transactions on Image Processing (TIP), 2021 Navid Mahmoudian Bidgoli Roberto G. de A. Azevedo Thomas Maugey A. Roumy P. Frossard 268 18 0 19 Jul 2021