Jiaying Liu

Orcid: 0000-0002-0468-9576

Affiliations:
  • Peking University, Institute of Computer Science and Technology, Beijing, China (PhD 2010)


According to our database1, Jiaying Liu authored at least 260 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Learning to Remove Rain in Video With Self-Supervision.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Editorial for Special Issue on Artificial Intelligence for Art.
Mach. Intell. Res., February, 2024

Mutual Information Driven Equivariant Contrastive Learning for 3D Action Representation Learning.
IEEE Trans. Image Process., 2024

Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery.
CoRR, 2024

Seeing Dark Videos via Self-Learned Bottleneck Neural Representation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Frequency-Controlled Diffusion Model for Versatile Text-Guided Image-to-Image Translation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Automatic Model-Based Dataset Generation for High-Level Vision Tasks of Autonomous Driving in Haze Weather.
IEEE Trans. Ind. Informatics, August, 2023

Deep Inter Prediction with Error-Corrected Auto-Regressive Network for Video Coding.
ACM Trans. Multim. Comput. Commun. Appl., February, 2023

Semi-supervised Learning for Mars Imagery Classification and Segmentation.
ACM Trans. Multim. Comput. Commun. Appl., 2023

Intelligent Typography: Artistic Text Style Transfer for Complex Texture and Structure.
IEEE Trans. Multim., 2023

Unsupervised Face Detection in the Dark.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution.
CoRR, 2023

VideoFactory: Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation.
CoRR, 2023

Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation.
CoRR, 2023

Prompted Contrast with Masked Motion Modeling: Towards Versatile 3D Action Representation Learning.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Temporal Consistent Oil Painting Video Stylization.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Bayesian Contrastive Learning with Manifold Regularization for Self-Supervised Skeleton Based Action Recognition.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Comprehensive Augmented Domain Adaptation for Image Segmentation Under Rainy Conditions.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Collaborative Spatial-Temporal Distillation for Efficient Video Deraining.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Content-Adaptive Parallel Entropy Coding for End-to-End Image Compression.
Proceedings of the IEEE International Conference on Image Processing, 2023

Flash Compensated Low-Light Enhancement Via Hierarchical Network Prediction.
Proceedings of the IEEE International Conference on Image Processing, 2023

Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Template-Free Try-On Image Synthesis via Semantic-Guided Optimization.
IEEE Trans. Neural Networks Learn. Syst., 2022

Learning to Recognize Human Actions From Noisy Skeleton Data Via Noise Adaptation.
IEEE Trans. Multim., 2022

Recurrent Exposure Generation for Low-Light Face Detection.
IEEE Trans. Multim., 2022

CLAST: Contrastive Learning for Arbitrary Style Transfer.
IEEE Trans. Image Process., 2022

Towards Low Light Enhancement With RAW Images.
IEEE Trans. Image Process., 2022

Artistic Text Style Transfer: An overview of state-of-the-art methods and datasets [SP Forum].
IEEE Signal Process. Mag., 2022

Shape-Matching GAN++: Scale Controllable Dynamic Artistic Text Style Transfer.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Recurrent Multi-Frame Deraining: Combining Physics Guidance and Adversarial Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Learning End-to-End Lossy Image Compression: A Benchmark.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Fashion Meets Computer Vision: A Survey.
ACM Comput. Surv., 2022

S<sup>5</sup>Mars: Self-Supervised and Semi-Supervised Learning for Mars Segmentation.
CoRR, 2022

Learning-Based Video Coding with Joint Deep Compression and Enhancement.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Learning Hierarchical Dynamics with Spatial Adjacency for Image Enhancement.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Meta-Interpolation: Time-Arbitrary Frame Interpolation via Dual Meta-Learning.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Collaborative Scalable Visual Compression for Human-Centered Videos.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Self-supervised Learning and Adaptation for Single Image Dehazing.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

On the Connection between Local Attention and Dynamic Depth-wise Convolution.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Rain-Prior Injected Knowledge Distillation for Single Image Deraining.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Self-Learned Video Super-Resolution with Augmented Spatial and Temporal Context.
Proceedings of the IEEE International Conference on Acoustics, 2022

Neural Data-Dependent Transform for Learned Image Compression.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Introduction to the Special Issue on Explainable AI on Multimedia Computing.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Towards Coding for Human and Machine Vision: Scalable Face Image Coding.
IEEE Trans. Multim., 2021

Controllable Sketch-to-Image Translation for Robust Face Synthesis.
IEEE Trans. Image Process., 2021

Sparse Gradient Regularized Deep Retinex Network for Robust Low-Light Image Enhancement.
IEEE Trans. Image Process., 2021

Band Representation-Based Semi-Supervised Low-Light Image Enhancement: Bridging the Gap Between Signal Fidelity and Perceptual Quality.
IEEE Trans. Image Process., 2021

Combining Progressive Rethinking and Collaborative Learning: A Deep Framework for In-Loop Filtering.
IEEE Trans. Image Process., 2021

Single Image Deraining: From Model-Based to Data-Driven and Beyond.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Bridging the Gap Between Computational Photography and Visual Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Unpaired Person Image Generation With Semantic Parsing Transformation.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

TE141K: Artistic Text Benchmark for Text Effect Transfer.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Mask-guided GAN for robust text editing in the scene.
Neurocomputing, 2021

Benchmarking Low-Light Image Enhancement and Beyond.
Int. J. Comput. Vis., 2021

Deep Video Coding with Dual-Path Generative Adversarial Network.
CoRR, 2021

Video Coding for Machine: Compact Visual Representation Compression for Intelligent Collaborative Analytics.
CoRR, 2021

Revisit Visual Representation in Analytics Taxonomy: A Compression Perspective.
CoRR, 2021

Demystifying Local Vision Transformer: Sparse Connectivity, Weight Sharing, and Dynamic Weight.
CoRR, 2021

Progressive residual learning for single image dehazing.
CoRR, 2021

Progressive Depth Learning for Single Image Dehazing.
CoRR, 2021

Edit Like A Designer: Modeling Design Workflows for Unaligned Fashion Editing.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Instance-Aware Coherent Video Style Transfer for Chinese Ink Wash Painting.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Semi-Supervised Learning for Mars Imagery Classification.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

HLA-Face: Joint High-Low Adaptation for Low Light Face Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Co-Grounding Networks With Semantic Attention for Referring Expression Comprehension in Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
A Benchmark Dataset and Comparison Study for Multi-modal Human Action Analytics.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Image/Video Restoration via Multiplanar Autoregressive Model and Low-Rank Optimization.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Deep Reference Generation With Multi-Domain Hierarchical Constraints for Inter Prediction.
IEEE Trans. Multim., 2020

Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.
IEEE Trans. Image Process., 2020

Removing Arbitrary-Scale Rain Streaks via Fractal Band Learning With Self-Supervision.
IEEE Trans. Image Process., 2020

Consistent Video Style Transfer via Relaxation and Regularization.
IEEE Trans. Image Process., 2020

Modality Compensation Network: Cross-Modal Adaptation for Action Recognition.
IEEE Trans. Image Process., 2020

LR3M: Robust Low-Light Enhancement via Low-Rank Regularized Retinex Model.
IEEE Trans. Image Process., 2020

A Comprehensive Benchmark for Single Image Compression Artifact Reduction.
IEEE Trans. Image Process., 2020

Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics.
IEEE Trans. Image Process., 2020

A lightweight face detector by integrating the convolutional neural network with the image pyramid.
Pattern Recognit. Lett., 2020

Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

MS<sup>2</sup>L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition.
CoRR, 2020

Sensitivity-Aware Bit Allocation for Intermediate Deep Feature Compression.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

MS2L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

From Design Draft to Real Attire: Unaligned Fashion Image Translation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Integrating Semantic Segmentation and Retinex Model for Low-Light Image Enhancement.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Coping with Pandemics: Opportunities and Challenges for AI Multimedia in the "New Normal".
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Memory-Augmented Auto-Regressive Network for Frame Recurrent Inter Prediction.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Multitask Attentive Network For Text Effects Quality Assessment.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

An Emerging Coding Paradigm Vcm: A Scalable Coding Approach Beyond Feature And Signal.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Towards Coding For Human And Machine Vision: A Scalable Image Coding Approach.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches.
Proceedings of the Computer Vision - ECCV 2020, 2020

Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Compression Artifact Removal with Ensemble Learning of Neural Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Raw-Guided Enhancing Reprocess of Low-Light Image via Deep Exposure Adjustment.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Spherical Criteria for Fast and Accurate 360° Object Detection.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Consistent Video Style Transfer via Compound Regularization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Coarse-to-Fine Hyper-Prior Modeling for Learned Image Compression.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Progressive Spatial Recurrent Neural Network for Intra Prediction.
IEEE Trans. Multim., 2019

Fine-Grained Quality Assessment for Compressed Images.
IEEE Trans. Image Process., 2019

Scale-Free Single Image Deraining Via Visibility-Enhanced Recurrent Wavelet Learning.
IEEE Trans. Image Process., 2019

Context-Aware Text-Based Binary Image Stylization and Synthesis.
IEEE Trans. Image Process., 2019

D3R-Net: Dynamic Routing Residue Recurrent Network for Video Rain Removal.
IEEE Trans. Image Process., 2019

One-for-All: Grouped Variation Network-Based Fractional Interpolation in Video Coding.
IEEE Trans. Image Process., 2019

Content-Aware Convolutional Neural Network for In-Loop Filtering in High Efficiency Video Coding.
IEEE Trans. Image Process., 2019

Reference-Guided Deep Super-Resolution via Manifold Localized External Compensation.
IEEE Trans. Circuits Syst. Video Technol., 2019

Multi-Modality Multi-Task Recurrent Neural Network for Online Action Detection.
IEEE Trans. Circuits Syst. Video Technol., 2019

Selfie retoucher: subject-oriented self-portrait enhancement.
Multim. Tools Appl., 2019

Reduced-reference quality assessment of image super-resolution by energy change and texture variation.
J. Vis. Commun. Image Represent., 2019

A Comprehensive Benchmark for Single Image Compression Artifacts Reduction.
CoRR, 2019

Reprojection R-CNN: A Fast and Accurate Object Detector for 360° Images.
CoRR, 2019

TE141K: Artistic Text Benchmark for Text Effects Transfer.
CoRR, 2019

UG<sup>2</sup> Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments.
CoRR, 2019

A Progressive Background Updating Based Coding Scheme for Surveillance Videos.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

FashionOn: Semantic-guided Image-based Virtual Try-on with Detailed Human and Clothing Information.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Optimized Skeleton-based Action Recognition via Sparsified Graph Regression.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Garment Detectives: Discovering Clothes and Its Genre in Consumer Photos.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Switch Mode Based Deep Fractional Interpolation in Video Coding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Deep Pyramid Variation Learning for Image Interpolation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration.
Proceedings of the 7th International Conference on Learning Representations, 2019

Deep Inter Prediction Via Pixel-Wise Motion Oriented Reference Generation.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Partition Tree Guided Progressive Rethinking Network for in-Loop Filtering of HEVC.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Controllable Artistic Text Style Transfer via Shape-Matching GAN.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Disentangled Image Matting.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Frame-Consistent Recurrent Video Deraining With Dual-Level Flow.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Typography With Decor: Intelligent Text Style Transfer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Unsupervised Person Image Generation With Semantic Parsing Transformation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

TET-GAN: Text Effects Transfer via Stylization and Destylization.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Temporal Bilinear Networks for Video Action Recognition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Photo Stylistic Brush: Robust Style Transfer via Superpixel-Based Bipartite Graph.
IEEE Trans. Multim., 2018

Structure-Guided Image Inpainting Using Homography Transformation.
IEEE Trans. Multim., 2018

Spatio-Temporal Attention-Based LSTM Networks for 3D Action Recognition and Detection.
IEEE Trans. Image Process., 2018

Structure-Revealing Low-Light Image Enhancement Via Robust Retinex Model.
IEEE Trans. Image Process., 2018

Joint-Feature Guided Depth Map Super-Resolution With Face Priors.
IEEE Trans. Cybern., 2018

Isophote-Constrained Autoregressive Model With Adaptive Window Extension for Image Interpolation.
IEEE Trans. Circuits Syst. Video Technol., 2018

Adaptive Batch Normalization for practical domain adaptation.
Pattern Recognit., 2018

Automatic portrait oil painter: joint domain stylization for portrait images.
Multim. Tools Appl., 2018

Blind visual quality assessment for image super-resolution by convolutional neural network.
Multim. Tools Appl., 2018

Kernel Wiener filtering model with low-rank approximation for image denoising.
Inf. Sci., 2018

Video super-resolution based on spatial-temporal recurrent residual networks.
Comput. Vis. Image Underst., 2018

Text effects transfer via distribution-aware texture synthesis.
Comput. Vis. Image Underst., 2018

Progressive Recurrent Learning for Visual Recognition.
CoRR, 2018

Generalized Graph Convolutional Networks for Skeleton-based Action Recognition.
CoRR, 2018

Optimized Spatial Recurrent Network for Intra Prediction in Video Coding.
Proceedings of the IEEE Visual Communications and Image Processing, 2018

Rethinking Fusion Baselines for Multi-modal Human Action Recognition.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Context-Aware Unsupervised Text Stylization.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

AI + Multimedia Make Better Life?
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Session details: Panel-2.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Dual Recovery Network with Online Compensation for Image Super-Resolution.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Joint Enhancement and Denoising Method via Sequential Decomposition.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Deep Integer-Position Samples Refinement for Motion Compensation of Video Coding.
Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018

Skeleton-Indexed Deep Multi-Modal Feature Learning for High Performance Human Action Recognition.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Dmcnn: Dual-Domain Multi-Scale Convolutional Neural Network for Compression Artifacts Removal.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Restoration of Unevenly Illuminated Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Soft Decoding of Light Field Images Using Pocs and Fast Graph Spectrayl Filters.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

GLADNet: Low-Light Enhancement Network with Global Awareness.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

A Group Variational Transformation Neural Network for Fractional Interpolation of Video Coding.
Proceedings of the 2018 Data Compression Conference, 2018

Enhanced Intra Prediction with Recurrent Neural Network in Video Coding.
Proceedings of the 2018 Data Compression Conference, 2018

Attentive Generative Adversarial Network for Raindrop Removal From a Single Image.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Deep Retinex Decomposition for Low-Light Enhancement.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Retrieval Compensated Group Structured Sparsity for Image Super-Resolution.
IEEE Trans. Multim., 2017

Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution.
IEEE Trans. Image Process., 2017

Objective Quality Assessment of Screen Content Images by Uncertainty Weighting.
IEEE Trans. Image Process., 2017

Dual Recovery Network with Online Compensation for Image Super-Resolution.
CoRR, 2017

PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding.
CoRR, 2017

Real-time deep image super-resolution via global context aggregation and local queue jumping.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Deep Combined Image Denoising with Cloud Images.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Real-Time Deep Video SpaTial Resolution UpConversion SysTem (STRUCT++ Demo).
Proceedings of the 2017 ACM on Multimedia Conference, 2017

PKU-MMD: A Large Scale Benchmark for Skeleton-Based Human Action Understanding.
Proceedings of the Workshop on Visual Analysis in Smart and Connected Communities, 2017

Joint-domain unsupervised stylization for portraits.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Demystifying Neural Style Transfer.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Spatial-Temporal Recurrent Residual Networks for Video Super-Resolution.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Joint Denoising and Enhancement for Low-Light Images via Retinex Model.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Efficient Qp cascading in H.265/HEVC Low-Delay prediction.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

Revisiting Batch Normalization For Practical Domain Adaptation.
Proceedings of the 5th International Conference on Learning Representations, 2017

Soft segmentation-guided bipartite graph image stylization.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Variation learning guided convolutional network for image interpolation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep joint discriminative learning for vehicle re-identification and retrieval.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Factorized Bilinear Models for Image Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2017

1+N fusion: Cascaded self-portrait enhancement.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Online action detection and forecast via Multitask deep Recurrent Neural Networks.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

General scale interpolation via context-aware autoregressive model and multiplanar constraint.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Deep Joint Rain Detection and Removal from a Single Image.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Awesome Typography: Statistics-Based Text Effects Transfer.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Temporal Perceptive Network for Skeleton-Based Action Recognition.
Proceedings of the British Machine Vision Conference 2017, 2017

An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Joint Rain Detection and Removal via Iterative Region Dependent Multi-Task Learning.
CoRR, 2016

Autoregressive image interpolation via context modeling and multiplanar constraint.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Computational modeling of artistic intention: Quantify lighting surprise for painting analysis.
Proceedings of the Eighth International Conference on Quality of Multimedia Experience, 2016

Objective Quality Assessment of Screen Content Images by Structure Information.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Facial depth map enhancement via neighbor embedding.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Robust and automatic video colorization via multiframe reordering refinement.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Local ternary pattern based on path integral for steganalysis.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Quality assessment for image super-resolution based on energy change and texture variation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A new reversible data hiding scheme exploiting high-dimensional prediction-error histogram.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Structure-guided image completion via regularity statistics.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Joint sub-band based neighbor embedding for image super-resolution.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Online Human Action Detection Using Joint Classification-Regression Recurrent Neural Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016

MARLow: A Joint Multiplanar Autoregressive and Low-Rank Approach for Image Completion.
Proceedings of the Computer Vision - ECCV 2016, 2016

Novel self-portrait enhancement via multi-photo fusing.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015
Video Compression Artifact Reduction via Spatio-Temporal Multi-Hypothesis Prediction.
IEEE Trans. Image Process., 2015

Image Super-Resolution Based on Structure-Modulated Sparse Representation.
IEEE Trans. Image Process., 2015

Adaptive General Scale Interpolation Based on Weighted Autoregressive Models.
IEEE Trans. Circuits Syst. Video Technol., 2015

Image super-resolution via nonlocal similarity and group structured sparse representation.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Hierarchical oil painting stylization with limited reference via sparse representation.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Adaptive autoregressive model with window extension via explicit geometry for image interpolation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Multi-pose face hallucination via neighbor embedding for facial components.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Novel autoregressive model based on adaptive window-extension and patch-geodesic distance for image interpolation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Neighborhood regression for edge-preserving image super-resolution.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Image Restoration Based on 3-D Autoregressive Model via Low-Rank Minimization.
Proceedings of the 2015 Data Compression Conference, 2015

Perspective distorted video restoration and stabilization for mobile devices.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Compression noise estimation and reduction via patch clustering.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

Face hallucination based on neighbor embedding via illumination adaptation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014
Joint image denoising using adaptive principal component analysis and self-similarity.
Inf. Sci., 2014

Patch-based image deblocking using geodesic distance weighted low-rank approximation.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Image transformation using limited reference with application to photo-sketch synthesis.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Segmentation-based scale-invariant nonlocal means super resolution.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Exploiting multi-scale spatial structures for sparsity based single image super-resolution.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

General scale interpolation based on fine-grained isophote model with consistency constraint.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

BSIK-SVD: A dictionary-learning algorithm for block-sparse representations.
Proceedings of the IEEE International Conference on Acoustics, 2014

Sparse representation based super resolution using saliency and edge information.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

Block-based multiscale error concealment using low-rank completion.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

2013
Rate-Distortion Analysis of Dead-Zone Plus Uniform Threshold Scalar Quantization and Its Application - Part II: Two-Pass VBR Coding for H.264/AVC.
IEEE Trans. Image Process., 2013

Rate-Distortion Analysis of Dead-Zone Plus Uniform Threshold Scalar Quantization and Its Application - Part I: Fundamental Theory.
IEEE Trans. Image Process., 2013

Context-Aware Sparse Decomposition for Image Denoising and Super-Resolution.
IEEE Trans. Image Process., 2013

Dependent R/D Modeling Techniques and Joint T-Q Layer Bit Allocation for H.264/SVC.
IEEE Trans. Circuits Syst. Video Technol., 2013

Guided image filtering using signal subspace projection.
IET Image Process., 2013

Joint image denoising using self-similarity based low-rank approximations.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Image super resolution using saliency-modulated context-aware sparse decomposition.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Multi-frame Super Resolution Using Refined Exploration of Extensive Self-examples.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Illumination-invariance and nonlocal means based super resolution.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Adaptive general scale interpolation based on similar pixels weighting.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Postprocessing of block-coded videos for deflicker and deblocking.
Proceedings of the IEEE International Conference on Acoustics, 2013

Image Blocking Artifacts Reduction via Patch Clustering and Low-Rank Minimization.
Proceedings of the 2013 Data Compression Conference, 2013

Single-Pass Dependent Bit Allocation in Temporal Scalability Video Coding.
Proceedings of the 2013 Data Compression Conference, 2013

Scale-compensated nonlocal mean super resolution.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

2012
Optimized bit extraction of SVC exploiting linear error model.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Visual-weighted motion compensation frame interpolation with motion vector refinement.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Image super-resolution by structural sparse coding.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Illumination-invariant non-local means based video denoising.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Single pass dependent bit allocation for H.264 temporal scalability.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Nonlocal based Super Resolution with rotation invariance and search window relocation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Super resolution with edge-constrained motion estimation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
A novel parallel encoding framework for scalable video coding.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Efficient dead-zone plus uniform threshold scalar quantization of generalized Gaussian random variables.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Similarity modulated block estimation for image interpolation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Practical rate control algorithm for temporal scalability in scalable video coding.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Joint Spatial-Temporal Layer Bit Allocation with S-Domain Dependent R-D Modeling.
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

2010
Bit Allocation for Spatial Scalability Coding of H.264/SVC With Dependent Rate-Distortion Analysis.
IEEE Trans. Circuits Syst. Video Technol., 2010

2009
Joint Quality-temporal (Q-T) Bit Allocation for H.264/SVC.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Frame-based bit allocation for spatial scalability in H.264/SVC.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Bit allocation for joint spatial-quality scalability in H.264/SVC.
Proceedings of the International Conference on Image Processing, 2009

H.264/SVC temporal bit allocation with dependent distortion model.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Bit allocation for spatial scalability in H.264/SVC.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Efficient intra-4×4 mode decision based on bit-rate estimation in H.264/AVC.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008


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