近年来，课题组围绕图像视频处理，三维视觉处理，自动驾驶和辅助驾驶以及虚拟现实等领域在IEEE TPAMI、TIP、TITS、TCSVT、TMM等著名国际期刊以及CVPR、ICCV、ECCV、AAAI、ACMMM、ICRA等著名国际会议上发表论文，部分论文列表如下：
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1. L. Nie, C. Lin*, K. Liao, Y.
Zhang, S. Liu and Y. Zhao, “StabStitch++: Unsupervised Online Video
Stitching with Spatiotemporal Bidirectional Warps,” in IEEE Transactions
on Pattern Analysis and Machine Intelligence, doi: 10.1109/TPAMI.2025.3568829.
2. Junsong Zhang, Zisong Chen, Chunyu
Lin*, Zhijie Shen, Lang Nie, Kang Liao
and Yao Zhao, “SGFormer: Spherical Geometry Transformer for 360° Depth
Estimation,” in IEEE Transactions on Circuits and Systems for Video
Technology, 2025.
3. S. Liu, M. Hong, Y. Lu, N. Ye,
C. Lin and B. Zeng, “Unsupervised Global and Local Homography Estimation
With Coplanarity-Aware GAN,” in IEEE Transactions on Pattern Analysis
and Machine Intelligence, vol. 47, no. 3, pp. 1863-1876, March 2025.
4. Jialin Yang, Chunyu Lin*,
Lang Nie, Zisen Kong, Jiapeng Wang, Yao Zhao, Toward Oriented Fisheye Object
Detection: Dataset and Baseline, ACM Transactions on Multimedia Computing,
Communications and Applications, 21, 1, Article 17 (January 2025), 19 pages.
5. Zhijie Shen, Chunyu Lin*,
Junsong Zhang, Lang Nie, Kang Liao, Yao Zhao, “360 Layout Estimation via
Orthogonal Planes Disentanglement and Multi-view Geometric Consistency
Perception”, in Transactions on Pattern Analysis and Machine Intelligence,
vol.46, no.12, pp.10486-10498, Dec., 2024.
6. Lang Nie, Chunyu Lin*, Kang
Liao, Shuaicheng Liu, Yao Zhao, “Semi-Supervised Coupled Thin-Plate Spline
Model for Rotation Correction and Beyond,” in Transactions on Pattern
Analysis and Machine Intelligence, vol. 46, no. 12, pp.9192-9204, Dec.
2024, 2024.
7. K. Liao, X. Xu, C. Lin*, W.
Ren, Y. Wei, and Y. Zhao, “Cylin-Painting: Seamless 360° Panoramic Image
Outpainting and Beyond,” in IEEE Transactions on Image Processing,
vol. 33, pp. 382-394, 2024.
8. L. Nie, C. Lin*, K. Liao, S.
Liu and Y. Zhao, “Deep Rotation Correction Without Angle Prior,” in IEEE
Transactions on Image Processing, vol. 32, pp. 2879-2888, 2023.
9. C. Zhang, C. Lin*, K. Liao, Lang Nie, Yao Zhao,
As-Deformable-As-Possible Single-image-based View Synthesis without Depth
Prior[J]. IEEE Transactions on Circuits and Systems for Video Technology,
vol. 33, no. 8, pp. 3989-4001, Aug. 2023.
10. Haojie Liu, Kang Liao, Chunyu
Lin*, Yao Zhao, Yulan Guo, Pseudo-lidar point cloud interpolation based on 3d
motion representation and spatial supervision, IEEE Transactions on
Intelligent Transportation Systems, vol. 23, no. 7, pp. 6379-6389, 2022.
11. M. Liu, S. Jin, C. Yao, C. Lin, Y. Zhao. Temporal Consistency
Learning of Inter-Frames for Video Super-Resolution[J]. IEEE Transactions on
Circuits and Systems for Video Technology, 2022.
12. Z. Shen, C. Lin*, L. Nie, et
al. Neural Contourlet Network for Monocular 360 Depth Estimation[J]. IEEE
Transactions on Circuits and Systems for Video Technology, 2022, 32(12):
8574-8585.
13. C. Zhang, C. Lin*, K. Liao, S.
Huang and Y. Zhao, “Monocular Pseudo-LiDAR Point Cloud Extrapolation Based
on Iterative Hybrid Rendering,” in IEEE Transactions on Intelligent
Transportation Systems, vol. 24, no. 3, pp. 2814-2826, March 2023.
14. Z. Zheng, C. Lin*, L. Nie, et al. Bi-Projection for 360° Image
Object Detection Bridged by RoI Searcher[J]. Journal of Visual Communication
and Image Representation, 2022, 89: 103660.
15. L. Nie, C. Lin*, K. Liao, et al. Learning Edge-preserved Image
Stitching from Multi-scale Deep Homography[J]. Neurocomputing, 2022, 491:
533-543.
16. L. Nie, C. Lin*, K. Liao, et
al. Depth-Aware Multi-Grid Deep Homography Estimation with Contextual
Correlation[J]. IEEE Transactions on Circuits and Systems for Video
Technology, 2021, 32(7): 4460-4472.
17. Keyao Zhao, Chunyu Lin*, Kang Liao, Shangrong Yang, Yao Zhao,
Revisiting Radial Distortion Rectification in Polar-coordinates: A New and
Efficient Learning Perspective, IEEE Transactions on Circuits and Systems
for Video Technology, 2021.
18. Lang Nie, Chunyu Lin*, Kang
Liao, Shuaicheng Liu, and Yao Zhao, Unsupervised deep image stitching:
reconstructing stitched features to images, IEEE Transactions on Image
Processing, vol. 30, pp. 6184-6197, 2021.
19. Kang Liao, Chunyu Lin*, Yao Zhao, and Moncef Gabbouj, Distortion
rectification from static to dynamic: A distortion sequence construction
perspective, IEEE Transactions on Circuits and Systems for Video Technology,
vol. 30, no. 11, pp. 3870-3882, 2021.
20. Xue Zhang, Gene Cheung, Yao Zhao, Patrick Le Callet, Chunyu Lin,
Jack Z. G. Tan, Graph Learning Based Head Movement Prediction for Interactive
360 Video Streaming. IEEE Trans. Image Process. 30: 4622-4636, 2021.
21. Keyao Zhao, Kang Liao, Chunyu
Lin*, Meiqin Liu, and Yao Zhao, “Joint distortion rectification and
super-resolution for self-driving scene perception,” Neurocomputing, vol. 435,
pp. 176–185, 2021.
22. Kang Liao, Chunyu Lin*, and Yao Zhao, “A deep ordinal distortion
estimation approach for distortion rectification,” IEEE Trans. Image
Process., vol. 30, pp. 3362–3375, 2021.
23. Chunlan Zhang, Kang Liao,
Chunyu Lin*, and Yao Zhao, “Pseudo-lidar point cloud magnification,”
Neurocomputing, vol. 422, pp. 129–138, 2021.
24. Ning Yu, Chunyu Lin*, Yao
Zhao, Meiqin Liu, and Xue Zhang, “360 video compression based on sphere-rotated
frame prediction,” IET Image Process., vol. 14, no. 12, pp. 2711–2718, 2020.
25. Lang Nie, Chunyu Lin*, Kang
Liao, Meiqin Liu, and Yao Zhao, “A view-free image stitching network based on
global homography,” J. Vis. Commun. Image Represent., vol. 73, pp. 102950,
2020.
26. Kang Liao, Chunyu Lin*, Yao
Zhao, Moncef Gabbouj, Yang Zheng, OIDC-Net: Omnidirectional Image Distortion
Correction via Coarse-to-Fine Region Attention. J. Sel. Topics Signal
Processing 14(1): 222-231 (2020).
27. Shangrong Yang, Chunyu Lin*,
Kang Liao, Yao Zhao, Meiqin Liu, Unsupervised fisheye image correction through
bidirectional loss with geometric prior. J. Vis. Commun. Image Represent. 66:
102692 (2020).
28. Haojie Liu, Kang Liao, Chunyu
Lin*, Yao Zhao, Meiqin Liu, PLIN: A Network for Pseudo-LiDAR Point Cloud
Interpolation. Sensors 20(6): 1573 (2020).
29. Kang Liao, Chunyu Lin*, Yao
Zhao, Moncef Gabbouj, DR-GAN: Automatic Radial Distortion Rectification Using
Conditional GAN in Real-Time. IEEE Trans. Circuits Syst. Video Techn.
30(3): 725-733 (2020).
30. Kang Liao, Chunyu Lin*, Yao Zhao, Mai Xu, Model-Free Distortion
Rectification Framework Bridged by Distortion Distribution Map. IEEE Trans.
Image Process. 29: 3707-3718 (2020).
31. Jian Jin, Jie Liang, Yao Zhao, Chunyu Lin, Chao Yao, Lili Meng,
Pixel-Level View Synthesis Distortion Estimation for 3D Video Coding. IEEE
Trans. Circuits Syst. Video Technol. 30(7): 2229-2239 (2020)
32. Xue Zhang, Laura Toni, Pascal
Frossard, Yao Zhao, Chunyu Lin, Adaptive Streaming in Interactive Multiview
Video Systems. IEEE Trans. Circuits Syst. Video Techn. 29(4): 1130-1144
(2019).
33. Jian Jin, Jie Liang, Yao Zhao, Chunyu Lin, Chao Yao, Anhong Wang,
A Depth-Bin-Based Graphical Model for Fast View Synthesis Distortion
Estimation. IEEE Trans. Circuits Syst. Video Technol. 29(6): 1754-1766
(2019)
34. C. Lin, Y. Zhao, J. Xiao and T. Tillo, “Region-based multiple
description coding for multiview video plus depth video,” in IEEE
Transactions on Multimedia, vol.20, no.5, pp.1209-1223, 2018.
35. Y. Gao, C. Lin*, Y. Zhao, X. Wang, S. Wei and Q. Huang, “3-D
Surround View for Advanced Driver Assistance Systems,” in IEEE
Transactions on Intelligent Transportation Systems, vol. 19, no. 1, pp.
320-328, Jan. 2018.
36. Qian Li, Chunyu Lin*, Yao Zhao, Geometric Features-Based Parking
Slot Detection. Sensors 18(9): 2821, pp.1-16, 2018.
37. Xue Zhang, Yao Zhao, Tammam Tillo, Chunyu Lin, A packetization
strategy for interactive multiview video streaming over lossy networks. Signal
Processing 145: 285-294 (2018).
38. Yan Dong, Chunyu Lin*, Yao Zhao, Chao Yao, Depth map upsampling
using joint edge-guided convolutional neural network for virtual view
synthesizing, Journal of Electronic Imaging, vol.26, no.4, pp.1- 9, 2017.
39. Hongyun Lin, Chunyu Lin*, Yao Zhao, Anhong Wang, 3D saliency
detection based on background detection, Journal of
Visual Communication and Image Representation, vol. 48, pp.238-253, 2017.
40. Meiqin Liu, Yao Zhao, Jie Liang, Chunyu Lin, Huihui Bai, Chao
Yao,Depth map up-sampling with fractal dimension and texture-depth boundary
consistencies. Neurocomputing 257: 185-192 (2017).
41. C. Yao, J. Xiao, T. Tillo, Y. Zhao, C. Lin and H. Bai, “Depth
Map Down-Sampling and Coding Based on Synthesized View Distortion,” in IEEE
Transactions on Multimedia, vol. 18, no. 10, pp. 2015-2022, Oct. 2016.
42. J. Jin, A. Wang, Y. Zhao, C. Lin and B. Zeng, “Region-Aware 3-D
Warping for DIBR,” in IEEE Transactions on Multimedia, vol. 18, no.
6, pp. 953-966, June 2016.
43. Chao Yao, Tammam Tillo, Yao Zhao, Jimin Xiao, Huihui Bai, Chunyu
Lin, Depth Map Driven Hole Filling Algorithm Exploiting Temporal Correlation
Information. IEEE Trans. Broadcast. 60(2): 394-404 (2014)
44. Chunyu Lin, Yao Zhao, Tillo, T. , and Jimin Xiao, Multiple
Description Coding for Stereoscopic Videos with Stagger Frame Order, IEEE
Transactions on Circuits and Systems for Video Technology,
vol.25,no.6,pp.1016-1025, 2015.
45. J. Xiao, T. Tillo, C. Lin, Y. Zhang and Y. Zhao, “A Real-Time
Error Resilient Video Streaming Scheme Exploiting the Late- and Early-Arrival
Packets,” in IEEE Transactions on Broadcasting, vol. 59, no. 3, pp.
432-444, Sept. 2013.
46. J. Xiao, T. Tillo, C. Lin and Y. Zhao, “Dynamic Sub-GOP
Forward Error Correction Code for Real-Time Video Applications,” in IEEE Transactions on Multimedia, vol. 14, no. 4, pp. 1298-1308, Aug. 2012.
47. Chunyu Lin, Tillo, T. , Yao Zhao and Byeungwoo Jeon, Multiple
Description Coding for H.264/AVC With Redundancy Allocation at Macro Block
Level, IEEE Transactions on Circuits and Systems for Video Technology,
vol.21, no.5, pp.589-600, 2011.
1. Jiyuan
Wang, Chunyu Lin*, Lang Nie, Kang Liao, Shuwei Shao, and Yao Zhao. 2024.
Digging into Contrastive Learning for Robust Depth Estimation with Diffusion
Models. In Proceedings of the 32nd ACM International Conference on Multimedia (MM ’24). Association for Computing Machinery, New York, NY, USA, 4129–4137.
2. L
Nie, C Lin*, K Liao, Y Zhang, S Liu, R Ai, Y Zhao, Eliminating Warping Shakes
for Unsupervised Online Video Stitching, European Conference on Computer Vision(ECCV),
2024
3. Jiyuan
Wang, Chunyu Lin*, Lang Nie, Shujuan Huang, Yao Zhao, Xing Pan, Rui Ai, WeatherDepth:
Curriculum Contrastive Learning for Self-Supervised Depth Estimation under
Adverse Weather Conditions. ICRA2024
4. Zhijie
Shen, Zishuo Zheng, Chunyu Lin, Lang Nie, Kang Liao, Shuai Zheng, Yao Zhao, Disentangling
Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale
Distortion Awareness, CVPR2023.
5. Lang
Nie, Chunyu Lin*, Kang Liao, Shuaicheng Liu, Yao Zhao, Learning Thin-Plate
Spline Motion and Seamless Composition for Parallax-Tolerant Unsupervised Deep
Image Stitching, ICCV2023.
6. Shangrong
Yang, Chunyu Lin*, Kang Liao, Yao Zhao, Innovating real fisheye image
correction with dual diffusion architecture, International Conference on
Computer Vision(ICCV2023) : 12699-12708.
7. Kang
Liao, Lang Nie, Chunyu Lin, Zishuo Zheng, Yao Zhao, RecRecNet:
Rectangling rectified wide-angle images by thin-plate spline model and
DoF-based curriculum learning, ICCV2023.
8. Zisong
Chen, Chunyu Lin, Nie Lang, Kang Liao, Yao Zhao, Unsupervised
OmniMVS: Efficient Omnidirectional Depth Inference via Establishing
Pseudo-Stereo Supervision, ACMMM2023.
9. S.
Yang, C. Lin*, K. Liao, et al. Spatiotemporal Deformation Perception for
Fisheye Video Rectification[C]//Proceedings of the AAAI Conference on
Artificial Intelligence, AAAI2023
10. Z.
Zheng, C. Lin*, L. Nie, et al. Complementary Bi-Directional Feature Compression
for Indoor 360deg Semantic Segmentation With Self-Distillation[C]//Proceedings
of the IEEE/CVF Winter Conference on Applications of Computer Vision. WACV2023:
4501-4510.
11. M.
Hong, Y. Lu, N. Ye, C. Lin, Q. Zhao, S. Liu. Unsupervised Homography Estimation
with Coplanarity-Aware GAN[C]//Proceedings of the IEEE/CVF Conference on
Computer Vision and Pattern Recognition(CVPR). 2022: 17663-17672.
12. Z.
Shen, C. Lin*, K. Liao, et al. PanoFormer: Panorama Transformer for Indoor
360°Depth Estimation[C]//Proceedings of the European Conference on Computer
Vision(ECCV). 2022: 195-211.
13. L.
Nie, C. Lin*, K. Liao, et al. Deep Rectangling for Image Stitching: A Learning
Baseline[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and
Pattern Recognition(CVPR). 2022: 5740-5748.
14. C.
Zhang, C. Lin*, K. Liao, et al. SivsFormer: Parallax-Aware Transformers for
Single-image-based View Synthesis[C]//2022 IEEE Conference on Virtual Reality
and 3D User Interfaces (VR). IEEE, 2022: 47-56.
15. Kang
Liao, Chunyu Lin*, Yunchao Wei, Feng Li, S. Yang and Yao Zhao, Towards Complete
Scene and Regular Shape for Distortion Rectification by Curve-Aware Extrapolation[C]//Proceedings
of the IEEE/CVF International Conference on Computer Vision(ICCV). 2021:
14569-14578.
16. K.
Liao, C. Lin*, L. Liao, et al. Multi-Level Curriculum for Training a
Distortion-Aware Barrel Distortion Rectification Model[C]//Proceedings of the
IEEE/CVF International Conference on Computer Vision(ICCV). 2021:
4389-4398.
17. S.
Yang, C. Lin*, K. Liao, et al. Progressively Complementary Network for Fisheye
Image Rectification using Appearance Flow[C]//Proceedings of the IEEE/CVF
Conference on Computer Vision and Pattern Recognition(CVPR). 2021:
6348-6357.
18. Zhijie
Shen, Chunyu Lin*, Lang Nie, Kang Liao, Yao Zhao, Distortion-Tolerant Monocular
Depth Estimation on Omnidirectional Images Using Dual-Cubemap. ICME 2021,2021.
19. Lei
Zhang, Kang Liao, Chunyu Lin*, Meiqin Liu, Yao Zhao,Image Outpainting with
Depth Assistance. PRCV 2021: 275-286