Publications

2022

(2022). MRDFlow: Unsupervised Optical Flow Estimation Network With Multi-Scale Recurrent Decoder. IEEE Transactions on Circuits Systems and Video Technology (TCSVT).

(2022). Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images. AAAI Conference on Artificial Intelligence (AAAI).

2021

(2021). TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification. Advances in Neural Information Processing Systems (NeurIPS).

PDF

(2021). Super Resolve Dynamic Scene from Continuous Spike Streams. International Conference on Computer Vision (ICCV).

PDF

(2021). Expressive and Compressive GAN Inversion Network. IEEE International Conference on Image Processing (ICIP).

PDF

(2021). CAS: Correlation Adaptive Sparse Modeling for Image Denoising. IEEE Transactions on Computational Imaging (TCI).

(2021). Iterative Network for Image Super-Resolution. IEEE Transactions on Multimedia (TMM).

(2021). Graph Attention Neural Network for Image Restoration. IEEE International Conference on Multimedia and Expo (ICME).

PDF

(2021). Synergic Feature Attention for Image Restoration. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

PDF

(2021). Spk2ImgNet:Learning to Reconstruct Dynamic Scene from Continuous Spike Stream. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

(2021). Thousand to One: Semantic Prior Modeling for Conceptual Coding. IEEE International Conference on Multimedia and Expo (ICME).

Oral

(2021). COLA-Net: Collaborative Attention Network for Image Restoration. IEEE Transactions on Multimedia (TMM).

Code Project

(2021). Matching on Sets: Conquer Occluded Person Re-Identification Without Alignment. AAAI Conference on Artificial Intelligence (AAAI).

PDF

Before 2021


(2020). Attention Based Dual Branches Fingertip Detection Network and Virtual Key System. Proceedings of ACM International Conference on Multimedia (ACM MM).

PDF

(2019). Layered conceptual image compression via deep semantic synthesis. IEEE International Conference on Image Processing (ICIP).

(2020). A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification. International Joint Conference on Artificial Intelligence (IJCAI).

PDF

(2020). Optimization-Inspired Compact Deep Compressive Sensing. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

PDF Code Project

(2019). A Novel Two-stage Separable Deep Learning Framework for Practical Blind Watermarking. Proceedings of ACM International Conference on Multimedia (ACM MM).

PDF Oral Top Conference in Multimedia

(2020). End-to-end Learned, Optically Coded Super-resolution SPAD Camera. ACM Transactions on Graphics (TOG).

PDF Project

(2019). Divisively Normalized Sparse Coding: Toward Perceptual Visual Signal Representation. IEEE Transactions on Cybernetics (TOC).

PDF

(2018). Probabilistic Decision Based Block Partitioning for Future Video Coding. IEEE Transactions on Image Processing (TIP).

PDF

(2018). Structure-aware Local Sparse Coding for Visual Tracking. IEEE Transactions on Image Processing (TIP).

PDF

(2018). Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding. IEEE Transactions on Image Processing (TIP).

PDF

(2017). Fourier Ptychographic Microscopy with Sparse Representation. Scientific reports (SR).

PDF

(2019). Collaborative Representation Cascade for Single-Image Super-Resolution. IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC).

PDF

(2015). A Dual Structured-Sparsity Model for Compressive-Sensed Video Reconstruction. Visual Communications and Image Processing (VCIP).

PDF Oral

(2017). Power Distortion Optimization for Uncoded Linear Transformed Transmission of Images and Videos. IEEE Transactions on Image Processing (TIP).

PDF

(2015). Adaptive Local Nonparametric Regression for Fast Single Image Super-Resolution. Visual Communications and Image Processing (VCIP).

PDF Oral Best Student Paper Award

(2017). Reducing Image Compression Artifacts by Structural Sparse Representation and Quantization Constraint Prior. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

PDF Code

(2015). Image Deblocking Using Group-based Sparse Representation and Quantization Constraint Prior. IEEE International Conference on Image Processing (ICIP).

PDF Poster

(2017). Video Compressive Sensing Reconstruction Via Reweighted Residual Sparsity. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

PDF Code

(2015). A Visual Comfort Assessment Metric for Stereoscopic Images. IEEE International Conference on Image Processing (ICIP).

PDF Oral

(2017). Adaptive Progressive Motion Vector Resolution Selection Based on Rate-Distortion Optimization. IEEE Transactions on image Processing (TIP).

PDF

(2015). Image Super-Resolution based on Dictionary Learning and Anchored Neighborhood Regression with Mutual Incoherence. IEEE International Conference on Image Processing (ICIP).

PDF Poster

(2016). Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity. IEEE Transactions on Image Processing (TIP).

PDF

(2015). Single Image Super-Resolution via Iterative Collaborative Representation. Pacific Rim Conference on Multimedia (PCM).

PDF Oral

(2017). Low-Rank-Based Nonlocal Adaptive Loop Filter for High-Efficiency Video Compression. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

PDF

(2015). Image Denoising via Adaptive Soft-Thresholding Based on Non-Local Samples. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

PDF Code Poster Top Conference in Computer Vision

(2017). Utility-Driven Adaptive Preprocessing for Screen Content Video Compression. IEEE Transactions on Multimedia (TMM).

PDF

(2017). Entropy of Primitive: From Sparse Representation to Visual Information Evaluation. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

PDF Code

(2016). Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding?. IEEE MultiMedia (MM).

PDF Best Paper Award

(2014). High Quality Image Reconstruction via Non-Local Collaborative Estimation for Wireless Image/Video Softcast. IEEE International Conference on Image Processing (ICIP).

PDF Poster

(2016). CCR: Clustering and Collaborative Representation for Fast Single Image Super-Resolution. IEEE Transactions on Multimedia (TMM).

PDF Code

(2013). Spatially Directional Predictive Coding for Block-based Compressive Sensing of Natural Images. IEEE International Conference on Image Processing (ICIP).

PDF Code Poster

(2016). CONCOLOR: Constrained Non-Convex Low-Rank Model for Image Deblocking. IEEE Transactions on Image Processing (TIP).

PDF Code

(2013). Wavelet Inpainting Driven Image Compression via Collaborative Sparsity at Low Bit Rates. IEEE International Conference on Image Processing (ICIP).

PDF Oral

(2014). Group-Based Sparse Representation for Image Restoration. IEEE Transactions on Image Processing (TIP).

PDF Code Project Highly Cited Paper

(2014). Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

PDF Code Featured on Nuit Blanche

(2013). Improved Total Variation based Image Compressive Sensing Recovery by Nonlocal Regularization. IEEE International Symposium on Circuits and Systems (ISCAS).

PDF Code Poster

(2013). A Highly Effective Error Concealment Method for Whole Frame Loss. IEEE International Symposium on Circuits and Systems (ISCAS).

PDF Oral

(2014). Texture Aided Depth Frame Interpolation. Signal Processing: Image Communication (SPIC).

PDF

(2012). Compressed Sensing Recovery via Collaborative Sparsity. Data Compression Conference (DCC).

PDF Oral Top Conference in Data Compression

(2012). Image Compressive Sensing Recovery via Collaborative Sparsity. IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS).

PDF Code

(2012). Image Super-Resolution via Dual-Dictionary Learning and Sparse Representation. IEEE International Symposium on Circuits and Systems (ISCAS).

PDF Code Poster

(2011). Interpolation-Dependent Image Downsampling. IEEE Transactions on Image Processing (TIP).

PDF

(2012). Exploiting Image Local and Nonlocal Consistency for Mixed Gaussian-Impulse Noise Removal. IEEE International Conference on Multimedia and Expo (ICME).

PDF Poster

(2012). Image Primitive Coding and Visual Quality Assessment. Pacific-Rim Conference on Multimedia (PCM).

PDF Oral

(2012). High-Quality Image Interpolation via Local Autoregressive and Nonlocal 3-D Sparse Regularization. Visual Communications and Image Processing (VCIP).

PDF Oral

(2011). High-Quality Image Restoration from Partial Random Samples in Spatial Domain. Visual Communications and Image Processing (VCIP).

PDF Oral Best Paper Award

(2010). Low Bit-rate Image Coding via Interpolation Oriented Adaptive Down-sampling. Visual Communications and Image Processing (VCIP).

PDF Oral

(2009). Fast and Effective Interpolation Using Median Filter. Pacific-Rim Conference on Multimedia (PCM).

PDF Code Oral