SGFormer: Spherical Geometry Transformer for 360° Depth Estimation - Junsong Zhang; Zisong Chen; Chunyu Lin; Zhijie Shen; Lang Nie; Kang Liao; Yao Zhao (IEEE Trans. Circuits Syst. Video Technol., 2025)

FishFormer: Annulus Slicing-based Transformer for Fisheye Rectification - Shangrong Yang; Chunyu Lin; Kang Liao; Yao Zhao (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Arbitrary-steps Image Super-resolution via Diffusion Inversion - Zongsheng Yue; Kang Liao; Chen Change Loy (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025, 2025)

Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration - Kang Liao; Zongsheng Yue; Zhouxia Wang; Chen Change Loy (The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025, 2025)

Semi-Supervised 360 Layout Estimation with Panoramic Collaborative Perturbations - Junsong Zhang; Chunyu Lin; Zhijie Shen; Lang Nie; Kang Liao; Yao Zhao (CoRR, 2025)

Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation - Jiyuan Wang; Chunyu Lin; Cheng Guan; Lang Nie; Jing He; Haodong Li; Kang Liao; Yao Zhao (CoRR, 2025)

You Need a Transition Plane: Bridging Continuous Panoramic 3D Reconstruction with Perspective Gaussian Splatting - Zhijie Shen; Chunyu Lin; Shujuan Huang; Lang Nie; Kang Liao; Yao Zhao (CoRR, 2025)

StabStitch++: Unsupervised Online Video Stitching with Spatiotemporal Bidirectional Warps - Lang Nie; Chunyu Lin; Kang Liao; Yun Zhang; Shuaicheng Liu; Yao Zhao (CoRR, 2025)

Semi-Supervised Coupled Thin-Plate Spline Model for Rotation Correction and Beyond - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

360 Layout Estimation via Orthogonal Planes Disentanglement and Multi-View Geometric Consistency Perception - Zhijie Shen; Chunyu Lin; Junsong Zhang; Lang Nie; Kang Liao; Yao Zhao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Cylin-Painting: Seamless 360° Panoramic Image Outpainting and Beyond - Kang Liao; Xiangyu Xu; Chunyu Lin; Wenqi Ren; Yunchao Wei; Yao Zhao (IEEE Trans. Image Process., 2024)

Eliminating Warping Shakes for Unsupervised Online Video Stitching - Lang Nie; Chunyu Lin; Kang Liao; Yun Zhang; Shuaicheng Liu; Rui Ai; Yao Zhao (Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part IV, 2024)

Digging into Contrastive Learning for Robust Depth Estimation with Diffusion Models - Jiyuan Wang; Chunyu Lin; Lang Nie; Kang Liao; Shuwei Shao; Yao Zhao (Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024, 2024)

Semi-Supervised Coupled Thin-Plate Spline Model for Rotation Correction and Beyond - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (CoRR, 2024)

Eliminating Warping Shakes for Unsupervised Online Video Stitching - Lang Nie; Chunyu Lin; Kang Liao; Yun Zhang; Shuaicheng Liu; Yao Zhao (CoRR, 2024)

Digging into contrastive learning for robust depth estimation with diffusion models - Jiyuan Wang; Chunyu Lin; Lang Nie; Kang Liao; Shuwei Shao; Yao Zhao (CoRR, 2024)

MOWA: Multiple-in-One Image Warping Model - Kang Liao; Zongsheng Yue; Zhonghua Wu; Chen Change Loy (CoRR, 2024)

Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration - Kang Liao; Zongsheng Yue; Zhouxia Wang; Chen Change Loy (CoRR, 2024)

Revisiting 360 Depth Estimation with PanoGabor: A New Fusion Perspective - Zhijie Shen; Chunyu Lin; Lang Nie; Kang Liao (CoRR, 2024)

Arbitrary-steps Image Super-resolution via Diffusion Inversion - Zongsheng Yue; Kang Liao; Chen Change Loy (CoRR, 2024)

Probabilistic risk assessment of earth dams with spatially variable soil properties using random adaptive finite element limit analysis - Kang Liao; Yiping Wu; Fasheng Miao; Yutao Pan; Michael Beer (Eng. Comput., 2023)

As-Deformable-As-Possible Single-Image-Based View Synthesis Without Depth Prior - Chunlan Zhang; Chunyu Lin; Kang Liao; Lang Nie; Yao Zhao (IEEE Trans. Circuits Syst. Video Technol., 2023)

Deep Rotation Correction Without Angle Prior - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (IEEE Trans. Image Process., 2023)

Monocular Pseudo-LiDAR Point Cloud Extrapolation Based on Iterative Hybrid Rendering - Chunlan Zhang; Chunyu Lin; Kang Liao; Shujuan Huang; Yao Zhao (IEEE Trans. Intell. Transp. Syst., 2023)

Spatiotemporal Deformation Perception for Fisheye Video Rectification - Shangrong Yang; Chunyu Lin; Kang Liao; Yao Zhao (Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023)

Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness - Zhijie Shen; Zishuo Zheng; Chunyu Lin; Lang Nie; Kang Liao; Shuai Zheng; Yao Zhao (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023, 2023)

Towards Reliable Image Outpainting: Learning Structure-Aware Multimodal Fusion with Depth Guidance - Lei Zhang; Chunyu Lin; Kang Liao; Yao Zhao (IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023, 2023)

Parallax-Tolerant Unsupervised Deep Image Stitching - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

RecRecNet: Rectangling Rectified Wide-Angle Images by Thin-Plate Spline Model and DoF-based Curriculum Learning - Kang Liao; Lang Nie; Chunyu Lin; Zishuo Zheng; Yao Zhao (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

Innovating Real Fisheye Image Correction with Dual Diffusion Architecture - Shangrong Yang; Chunyu Lin; Kang Liao; Yao Zhao (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

Learning Deposition Policies for Fused Multi-Material 3D Printing - Kang Liao; Thibault Tricard; Michal Piovarci; Hans-Peter Seidel; Vahid Babaei (IEEE International Conference on Robotics and Automation, ICRA 2023, London, UK, May 29 - June 2, 2023, 2023)

Unsupervised OmniMVS: Efficient Omnidirectional Depth Inference via Establishing Pseudo-Stereo Supervision - Zisong Chen; Chunyu Lin; Lang Nie; Kang Liao; Yao Zhao (IROS, 2023)

S-OmniMVS: Incorporating Sphere Geometry into Omnidirectional Stereo Matching - Zisong Chen; Chunyu Lin; Lang Nie; Zhijie Shen; Kang Liao; Yuanzhouhan Cao; Yao Zhao (Proceedings of the 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023, 2023)

Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillation - Zishuo Zheng; Chunyu Lin; Lang Nie; Kang Liao; Zhijie Shen; Yao Zhao (IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, Waikoloa, HI, USA, January 2-7, 2023, 2023)

RecRecNet: Rectangling Rectified Wide-Angle Images by Thin-Plate Spline Model and DoF-based Curriculum Learning - Kang Liao; Lang Nie; Chunyu Lin; Zishuo Zheng; Yao Zhao (CoRR, 2023)

Dual Diffusion Architecture for Fisheye Image Rectification: Synthetic-to-Real Generalization - Shangrong Yang; Chunyu Lin; Kang Liao; Yao Zhao (CoRR, 2023)

Spatiotemporal Deformation Perception for Fisheye Video Rectification - Shangrong Yang; Chunyu Lin; Kang Liao; Yao Zhao (CoRR, 2023)

Learning Thin-Plate Spline Motion and Seamless Composition for Parallax-Tolerant Unsupervised Deep Image Stitching - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (CoRR, 2023)

Unsupervised OmniMVS: Efficient Omnidirectional Depth Inference via Establishing Pseudo-Stereo Supervision - Zisong Chen; Chunyu Lin; Lang Nie; Kang Liao; Yao Zhao (CoRR, 2023)

Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness - Zhijie Shen; Zishuo Zheng; Chunyu Lin; Lang Nie; Kang Liao; Shuai Zheng; Yao Zhao (CoRR, 2023)

Deep Learning for Camera Calibration and Beyond: A Survey - Kang Liao; Lang Nie; Shujuan Huang; Chunyu Lin; Jing Zhang; Yao Zhao; Moncef Gabbouj; Dacheng Tao (CoRR, 2023)

360 Layout Estimation via Orthogonal Planes Disentanglement and Multi-view Geometric Consistency Perception - Zhijie Shen; Chunyu Lin; Junsong Zhang; Lang Nie; Kang Liao; Yao Zhao (CoRR, 2023)

Learning edge-preserved image stitching from multi-scale deep homography - Lang Nie; Chunyu Lin; Kang Liao; Yao Zhao (Neurocomputing, 2022)

Bi-projection for 360°image object detection bridged by RoI Searcher - Zishuo Zheng; Chunyu Lin; Lang Nie; Kang Liao; Yao Zhao (J. Vis. Commun. Image Represent., 2022)

Revisiting Radial Distortion Rectification in Polar-Coordinates: A New and Efficient Learning Perspective - Keyao Zhao; Chunyu Lin; Kang Liao; Shangrong Yang; Yao Zhao (IEEE Trans. Circuits Syst. Video Technol., 2022)

Depth-Aware Multi-Grid Deep Homography Estimation With Contextual Correlation - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (IEEE Trans. Circuits Syst. Video Technol., 2022)

Neural Contourlet Network for Monocular 360° Depth Estimation - Zhijie Shen; Chunyu Lin; Lang Nie; Kang Liao; Yao Zhao (IEEE Trans. Circuits Syst. Video Technol., 2022)

Pseudo-LiDAR Point Cloud Interpolation Based on 3D Motion Representation and Spatial Supervision - Haojie Liu; Kang Liao; Chunyu Lin; Yao Zhao; Yulan Guo (IEEE Trans. Intell. Transp. Syst., 2022)

Deep Rectangling for Image Stitching: A Learning Baseline - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022, 2022)

PanoFormer: Panorama Transformer for Indoor 360^{\circ } Depth Estimation - Zhijie Shen; Chunyu Lin; Kang Liao; Lang Nie; Zishuo Zheng; Yao Zhao (Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part I, 2022)

SivsFormer: Parallax-Aware Transformers for Single-image-based View Synthesis - Chunlan Zhang; Chunyu Lin; Kang Liao; Lang Nie; Yao Zhao (IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2022, Christchurch, New Zealand, March 12-16, 2022, 2022)

Deep Rectangling for Image Stitching: A Learning Baseline - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (CoRR, 2022)

PanoFormer: Panorama Transformer for Indoor 360° Depth Estimation - Zhijie Shen; Chunyu Lin; Kang Liao; Lang Nie; Zishuo Zheng; Yao Zhao (CoRR, 2022)

Distortion-Tolerant Monocular Depth Estimation On Omnidirectional Images Using Dual-cubemap - Zhijie Shen; Chunyu Lin; Lang Nie; Kang Liao; Yao Zhao (CoRR, 2022)

Towards Reliable Image Outpainting: Learning Structure-Aware Multimodal Fusion with Depth Guidance - Lei Zhang; Kang Liao; Chunyu Lin; Yao Zhao (CoRR, 2022)

Cylin-Painting: Seamless 360° Panoramic Image Outpainting and Beyond with Cylinder-Style Convolutions - Kang Liao; Xiangyu Xu; Chunyu Lin; Wenqi Ren; Yunchao Wei; Yao Zhao (CoRR, 2022)

FisheyeEX: Polar Outpainting for Extending the FoV of Fisheye Lens - Kang Liao; Chunyu Lin; Yunchao Wei; Yao Zhao (CoRR, 2022)

FishFormer: Annulus Slicing-based Transformer for Fisheye Rectification with Efficacy Domain Exploration - Shangrong Yang; Chunyu Lin; Kang Liao; Yao Zhao (CoRR, 2022)

Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillation - Zishuo Zheng; Chunyu Lin; Lang Nie; Kang Liao; Zhijie Shen; Yao Zhao (CoRR, 2022)

Deep Rotation Correction without Angle Prior - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (CoRR, 2022)

Neural Contourlet Network for Monocular 360 Depth Estimation - Zhijie Shen; Chunyu Lin; Lang Nie; Kang Liao; Yao Zhao (CoRR, 2022)

Pseudo-LiDAR point cloud magnification - Chunlan Zhang; Kang Liao; Chunyu Lin; Yao Zhao (Neurocomputing, 2021)

Joint distortion rectification and super-resolution for self-driving scene perception - Keyao Zhao; Kang Liao; Chunyu Lin; Meiqin Liu; Yao Zhao (Neurocomputing, 2021)

A Deep Ordinal Distortion Estimation Approach for Distortion Rectification - Kang Liao; Chunyu Lin; Yao Zhao (IEEE Trans. Image Process., 2021)

Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (IEEE Trans. Image Process., 2021)

Progressively Complementary Network for Fisheye Image Rectification Using Appearance Flow - Shangrong Yang; Chunyu Lin; Kang Liao; Chunjie Zhang; Yao Zhao (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, 2021)

Multi-Level Curriculum for Training A Distortion-Aware Barrel Distortion Rectification Model - Kang Liao; Chunyu Lin; Lixin Liao; Yao Zhao; Weiyao Lin (2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, 2021)

Towards Complete Scene and Regular Shape for Distortion Rectification by Curve-Aware Extrapolation - Kang Liao; Chunyu Lin; Yunchao Wei; Feng Li; Shangrong Yang; Yao Zhao (2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, 2021)

Distortion-Tolerant Monocular Depth Estimation on Omnidirectional Images Using Dual-Cubemap - Zhijie Shen; Chunyu Lin; Lang Nie; Kang Liao; Yao Zhao (2021 IEEE International Conference on Multimedia and Expo, ICME 2021, Shenzhen, China, July 5-9, 2021, 2021)

Image Outpainting with Depth Assistance - Lei Zhang; Kang Liao; Chunyu Lin; Meiqin Liu; Yao Zhao (Pattern Recognition and Computer Vision - 4th Chinese Conference, PRCV 2021, Beijing, China, October 29 - November 1, 2021, Proceedings, Part III, 2021)

Progressively Complementary Network for Fisheye Image Rectification Using Appearance Flow - Shangrong Yang; Chunyu Lin; Kang Liao; Chunjie Zhang; Yao Zhao (CoRR, 2021)

Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (CoRR, 2021)

Depth-Aware Multi-Grid Deep Homography Estimation with Contextual Correlation - Lang Nie; Chunyu Lin; Kang Liao; Shuaicheng Liu; Yao Zhao (CoRR, 2021)

OIDC-Net: Omnidirectional Image Distortion Correction via Coarse-to-Fine Region Attention - Kang Liao; Chunyu Lin; Yao Zhao; Moncef Gabbouj; Yang Zheng (IEEE J. Sel. Top. Signal Process., 2020)

Unsupervised fisheye image correction through bidirectional loss with geometric prior - Shangrong Yang; Chunyu Lin; Kang Liao; Yao Zhao; Meiqin Liu (J. Vis. Commun. Image Represent., 2020)

A view-free image stitching network based on global homography - Lang Nie; Chunyu Lin; Kang Liao; Meiqin Liu; Yao Zhao (J. Vis. Commun. Image Represent., 2020)

PLIN: A Network for Pseudo-LiDAR Point Cloud Interpolation - Haojie Liu; Kang Liao; Chunyu Lin; Yao Zhao; Meiqin Liu (Sensors, 2020)

DR-GAN: Automatic Radial Distortion Rectification Using Conditional GAN in Real-Time - Kang Liao; Chunyu Lin; Yao Zhao; Moncef Gabbouj (IEEE Trans. Circuits Syst. Video Technol., 2020)

Distortion Rectification From Static to Dynamic: A Distortion Sequence Construction Perspective - Kang Liao; Chunyu Lin; Yao Zhao; Moncef Gabbouj (IEEE Trans. Circuits Syst. Video Technol., 2020)

Model-Free Distortion Rectification Framework Bridged by Distortion Distribution Map - Kang Liao; Chunyu Lin; Yao Zhao; Mai Xu (IEEE Trans. Image Process., 2020)

Panoramic Image Quality-Enhancement by Fusing Neural Textures of the Adaptive Initial Viewport - Shiyuan Li; Chunyu Lin; Kang Liao; Yao Zhao; Xue Zhang (2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VR Workshops, Atlanta, GA, USA, March 22-26, 2020, 2020)

Pseudo-LiDAR Point Cloud Interpolation Based on 3D Motion Representation and Spatial Supervision - Haojie Liu; Kang Liao; Chunyu Lin; Yao Zhao; Yulan Guo (CoRR, 2020)

A Deep Ordinal Distortion Estimation Approach for Distortion Rectification - Kang Liao; Chunyu Lin; Yao Zhao (CoRR, 2020)

Learning Edge-Preserved Image Stitching from Large-Baseline Deep Homography - Lang Nie; Chunyu Lin; Kang Liao; Yao Zhao (CoRR, 2020)

PLIN: A Network for Pseudo-LiDAR Point Cloud Interpolation - Haojie Liu; Kang Liao; Chunyu Lin; Yao Zhao; Yulan Guo (CoRR, 2019)

Predicting Student Seating Distribution Based on Social Affinity - Zhao Pei; Miaomiao Pan; Kang Liao; Miao Ma; Chengcai Leng (Smart Multimedia - First International Conference, ICSM 2018, Toulon, France, August 24-26, 2018, Revised Selected Papers, 2018)