2025
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring.
CoRR, April, 2025
Deep Unrolled Weighted Graph Laplacian Regularization for Depth Completion.
Int. J. Comput. Vis., January, 2025
2024
Semi-embedded flexible multifunctional sensor for on-site continuous monitoring of plant microclimate.
Comput. Electron. Agric., January, 2024
Blind Video Quality Prediction by Uncovering Human Video Perceptual Representation.
IEEE Trans. Image Process., 2024
TOPIQ: A Top-Down Approach From Semantics to Distortions for Image Quality Assessment.
IEEE Trans. Image Process., 2024
Q-Ground: Image Quality Grounding with Large Multi-modality Models.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels.
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Proceedings of the Forty-first International Conference on Machine Learning, 2024
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision.
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Proceedings of the Twelfth International Conference on Learning Representations, 2024
Towards Open-Ended Visual Quality Comparison.
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Proceedings of the Computer Vision - ECCV 2024, 2024
Enhancing Diffusion Models with Text-Encoder Reinforcement Learning.
Proceedings of the Computer Vision - ECCV 2024, 2024
Q-Instruct: Improving Low-Level Visual Abilities for Multi-Modality Foundation Models.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Iterative Token Evaluation and Refinement for Real-World Super-resolution.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Neighbourhood Representative Sampling for Efficient End-to-End Video Quality Assessment.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023
DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol., September, 2023
MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results.
CoRR, 2023
Towards Robust Text-Prompted Semantic Criterion for In-the-Wild Video Quality Assessment.
CoRR, 2023
MIPI 2023 Challenge on RGBW Remosaic: Methods and Results.
CoRR, 2023
MIPI 2023 Challenge on RGBW Fusion: Methods and Results.
CoRR, 2023
Towards Explainable In-the-Wild Video Quality Assessment: A Database and a Language-Prompted Approach.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
A Three-Step Multi-Resolution Time-to-Digital Converter.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Exploring Opinion-Unaware Video Quality Assessment with Semantic Affinity Criterion.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Memory-Efficient and Real-Time SPAD-based dToF Depth Sensor with Spatial and Statistical Correlation.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
MIPI 2023 Challenge on RGB+ToF Depth Completion: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
MIPI 2023 Challenge on RGBW Fusion: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
MIPI 2023 Challenge on RGBW Remosaic: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Exploiting Raw Images for Real-Scene Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Disentangling Aesthetic and Technical Effects for Video Quality Assessment of User Generated Content.
CoRR, 2022
MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report.
CoRR, 2022
MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report.
CoRR, 2022
MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report.
CoRR, 2022
MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report.
CoRR, 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results.
CoRR, 2022
Exploring the Effectiveness of Video Perceptual Representation in Blind Video Quality Assessment.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
FAST-VQA: Efficient End-to-End Video Quality Assessment with Fragment Sampling.
Proceedings of the Computer Vision - ECCV 2022, 2022
MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
A Categorized Reflection Removal Dataset with Diverse Real-world Scenes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
Toward 3D object reconstruction from stereo images.
Neurocomputing, 2021
Decoupled Spatial-Temporal Transformer for Video Inpainting.
CoRR, 2021
Learning N: M Fine-grained Structured Sparse Neural Networks From Scratch.
Proceedings of the 9th International Conference on Learning Representations, 2021
FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Dual-Camera Super-Resolution with Aligned Attention Modules.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Efficient Regional Memory Network for Video Object Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Deep Animation Video Interpolation in the Wild.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Semi-Synthesis: A Fast Way To Produce Effective Datasets for Stereo Matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising.
IEEE Trans. Image Process., 2020
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images.
Int. J. Comput. Vis., 2020
Learning Factorized Weight Matrix for Joint Filtering.
Proceedings of the 37th International Conference on Machine Learning, 2020
GRNet: Gridding Residual Network for Dense Point Cloud Completion.
Proceedings of the Computer Vision - ECCV 2020, 2020
AIM 2020 Challenge on Video Temporal Super-Resolution.
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Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Enhanced Quadratic Video Interpolation.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Deep Surface Normal Estimation on the 2-Sphere with Confidence Guided Semantic Attention.
Proceedings of the Computer Vision - ECCV 2020, 2020
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Polarized Reflection Removal With Perfect Alignment in the Wild.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Towards Geometry Guided Neural Relighting with Flash Photography.
Proceedings of the 8th International Conference on 3D Vision, 2020
2019
Toward 3D Object Reconstruction from Stereo Images.
CoRR, 2019
Learning Deformable Kernels for Image and Video Denoising.
CoRR, 2019
Quadratic Video Interpolation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Quadratic Video Interpolation for VTSR Challenge.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
AIM 2019 Challenge on Bokeh Effect Synthesis: Methods and Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Deep End-to-End Alignment and Refinement for Time-of-Flight RGB-D Module.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Deep Surface Normal Estimation With Hierarchical RGB-D Fusion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Deep Graph Laplacian Regularization for Robust Denoising of Real Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Towards Real Scene Super-Resolution With Raw Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Confidence Inference for Focused Learning in Stereo Matching.
CoRR, 2018
Deep Graph Laplacian Regularization.
CoRR, 2018
Unsupervised Stereo Matching with Occlusion-Aware Loss.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018
Convolutional Memory Blocks for Depth Data Representation Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Monocular Depth Estimation with Affinity, Vertical Pooling, and Label Enhancement.
Proceedings of the Computer Vision - ECCV 2018, 2018
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Single View Stereo Matching.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Matching Low-Quality Photo to DSLR-Quality with Deep Convolutional Networks.
Proceedings of the Artificial Intelligence and Mobile Services - AIMS 2018, 2018
DSR: Direct Self-Rectification for Uncalibrated Dual-Lens Cameras.
Proceedings of the 2018 International Conference on 3D Vision, 2018
2017
Image Dehazing using Bilinear Composition Loss Function.
CoRR, 2017
Robust Tracking Using Region Proposal Networks.
CoRR, 2017
Cascade Residual Learning: A Two-Stage Convolutional Neural Network for Stereo Matching.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Accurate Single Stage Detector Using Recurrent Rolling Convolution.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Look, Listen and Learn - A Multimodal LSTM for Speaker Identification.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Stereo Matching with Optimal Local Adaptive Radiometric Compensation.
IEEE Signal Process. Lett., 2015
Shepard Convolutional Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
2014
Rate-Constrained 3D Surface Estimation From Noise-Corrupted Multiview Depth Videos.
IEEE Trans. Image Process., 2014
Seamless View Synthesis Through Texture Optimization.
IEEE Trans. Image Process., 2014
Solving dense stereo matching via quadratic programming.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014
Natural image matting via adaptive local and nonlocal sample clustering.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Image compression via sparse reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2014
Improved temporal psychovisual modulation for backward-compatible stereoscopic display.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
2013
Inferring Depth from a Pair of Images Captured Using Different Aperture Settings.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013
Stereo matching by adaptive weighting selection based cost aggregation.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
A parallel deblocking filter based on H.264/AVC video coding standard.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Data hiding in error diffused color halftone images.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Rate-distortion optimized 3D reconstruction from noise-corrupted multiview depth videos.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013
Color clustering matting.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013
Ray-space based camera spacing correction via convex optimization.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Texture optimization for seamless view synthesis through energy minimization.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Adaptive depth map filter for blocking artifacts removal and edge preserving.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Novel temporal domain hole filling based on background modeling for view synthesis.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Hybrid plane fitting for depth estimation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
2011
Towards robust and efficient segmentation: An approach based on inter-region contour and intra-region content analysis.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Adaptive depth map assisted matting in 3D video.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
An analysis on bitwise operations in the encrypted domain.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Image rectification for single camera stereo system.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A convex-optimization approach to dense stereo matching.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Error compensation and reliability based view synthesis.
Proceedings of the IEEE International Conference on Acoustics, 2011