Shiqi Wang

Orcid: 0000-0002-3583-959X

Affiliations:
  • City University of Hong Kong, Hong Kong, SAR, China
  • Nanyang Technological University, Singapore
  • University of Waterloo, Ontario, Canada (former)
  • Peking University, Beijing, China (PhD 2014)


According to our database1, Shiqi Wang authored at least 358 papers between 2010 and 2024.

Collaborative distances:

Timeline

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Bibliography

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

Glow in the Dark: Low-Light Image Enhancement With External Memory.
IEEE Trans. Multim., 2024

UIQI: A Comprehensive Quality Evaluation Index for Underwater Images.
IEEE Trans. Multim., 2024

Enhanced Context Mining and Filtering for Learned Video Compression.
IEEE Trans. Multim., 2024

Gap-Closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement.
IEEE Trans. Multim., 2024

Scalable Face Image Coding via StyleGAN Prior: Toward Compression for Human-Machine Collaborative Vision.
IEEE Trans. Image Process., 2024

Towards Open-ended Visual Quality Comparison.
CoRR, 2024

SPC-NeRF: Spatial Predictive Compression for Voxel Based Radiance Field.
CoRR, 2024

Generative Visual Compression: A Review.
CoRR, 2024

2AFC Prompting of Large Multimodal Models for Image Quality Assessment.
CoRR, 2024

Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation.
CoRR, 2024

Overview of Visual Signal Compression towards Machine Vision.
Proceedings of the 3rd Mile-High Video Conference, 2024

2023
Evolving Domain Generalization via Latent Structure-Aware Sequential Autoencoder.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Compact Temporal Trajectory Representation for Talking Face Video Compression.
IEEE Trans. Circuits Syst. Video Technol., November, 2023

Nonnegative matrix factorization constrained by multiple labelled spanning trees for label propagation.
Inf. Sci., November, 2023

Neural Network Based Rate Control for Versatile Video Coding.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

Rate distortion optimization with adaptive content modeling for random-access versatile video coding.
Inf. Sci., October, 2023

A CTU-Level Screen Content Rate Control for Low-Delay Versatile Video Coding.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

Semantic-Aware Visual Decomposition for Image Coding.
Int. J. Comput. Vis., September, 2023

Rethinking Semantic Image Compression: Scalable Representation With Cross-Modality Transfer.
IEEE Trans. Circuits Syst. Video Technol., August, 2023

High Dynamic Range Image Quality Assessment Based on Frequency Disparity.
IEEE Trans. Circuits Syst. Video Technol., August, 2023

Deep Image Compression Toward Machine Vision: A Unified Optimization Framework.
IEEE Trans. Circuits Syst. Video Technol., June, 2023

Deep Intra Prediction by Jointly Exploiting Local and Non-Local Similarities.
IEEE Trans. Circuits Syst. Video Technol., May, 2023

Learning Spatiotemporal Interactions for User-Generated Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol., March, 2023

A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels.
IEEE Trans. Circuits Syst. Video Technol., February, 2023

User-Generated Video Quality Assessment: A Subjective and Objective Study.
IEEE Trans. Multim., 2023

Toward the Achievable Rate-Distortion Bound of VVC Intra Coding: A Beam Search-Based Joint Optimization Scheme.
IEEE Trans. Image Process., 2023

CSformer: Bridging Convolution and Transformer for Compressive Sensing.
IEEE Trans. Image Process., 2023

Enhanced Motion Compensation for Deep Video Compression.
IEEE Signal Process. Lett., 2023

Semi-supervised adaptive kernel concept factorization.
Pattern Recognit., 2023

Neuron Coverage-Guided Domain Generalization.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Multiple hypotheses based motion compensation for learned video compression.
Neurocomputing, 2023

Reviving Standard-Dynamic-Range Videos for High-Dynamic-Range Devices: A Learning Paradigm With Hybrid Attention Mechanisms.
IEEE Multim., 2023

Learning From Coding Features: High Efficiency Rate Control for AOMedia Video 1.
IEEE Multim., 2023

Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision.
CoRR, 2023

Semantic Face Compression for Metaverse: A Compact 3D Descriptor Based Approach.
CoRR, 2023

Generative Face Video Coding Techniques and Standardization Efforts: A Review.
CoRR, 2023

Pixel-Inconsistency Modeling for Image Manipulation Localization.
CoRR, 2023

Perceptual Quality Assessment of 360° Images Based on Generative Scanpath Representation.
CoRR, 2023

Extreme Image Compression using Fine-tuned VQGAN Models.
CoRR, 2023

The Age of Synthetic Realities: Challenges and Opportunities.
CoRR, 2023

Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization.
CoRR, 2023

Geometric Prior Based Deep Human Point Cloud Geometry Compression.
CoRR, 2023

Perceptual Quality Assessment of Face Video Compression: A Benchmark and An Effective Method.
CoRR, 2023

Interactive Face Video Coding: A Generative Compression Framework.
CoRR, 2023

M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System.
CoRR, 2023

Peering into The Sketch: Ultra-Low Bitrate Face Compression for Joint Human and Machine Perception.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation.
Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023

Visual Data Compression for Metaverse: Technology, Standard, and Challenges.
Proceedings of the IEEE International Conference on Metaverse Computing, 2023

Image Super-Resolution and FPGA Hardware Design.
Proceedings of the IEEE International Conference on Signal Processing, 2023

Low Complexity Transcoding from HEVC to VVC.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality Assessment.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Two-Branch Multi-Scale Deep Neural Network for Generalized Document Recapture Attack Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Occupancy Map Guided Attributes Deblocking for Video-based Point Cloud Compression.
Proceedings of the Data Compression Conference, 2023

ScanDMM: A Deep Markov Model of Scanpath Prediction for 360° Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Optimization-Inspired Cross-Attention Transformer for Compressive Sensing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Towards Analysis-Friendly Face Representation With Scalable Feature and Texture Compression.
IEEE Trans. Multim., 2022

Iterative Network for Image Super-Resolution.
IEEE Trans. Multim., 2022

Toward Top-Down Just Noticeable Difference Estimation of Natural Images.
IEEE Trans. Image Process., 2022

No-Reference Image Quality Assessment by Hallucinating Pristine Features.
IEEE Trans. Image Process., 2022

Conceptual Compression via Deep Structure and Texture Synthesis.
IEEE Trans. Image Process., 2022

Beyond the Pixel World: A Novel Acoustic-Based Face Anti-Spoofing System for Smartphones.
IEEE Trans. Inf. Forensics Secur., 2022

Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-Level Telltales.
IEEE Trans. Inf. Forensics Secur., 2022

Enlightening Low-Light Images With Dynamic Guidance for Context Enrichment.
IEEE Trans. Circuits Syst. Video Technol., 2022

Enhanced Surveillance Video Compression With Dual Reference Frames Generation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Adaptive Viewpoint Feature Enhancement-Based Binocular Stereoscopic Image Saliency Detection.
IEEE Trans. Circuits Syst. Video Technol., 2022

High Efficiency Rate Control for Versatile Video Coding Based on Composite Cauchy Distribution.
IEEE Trans. Circuits Syst. Video Technol., 2022

Appearance Matters, So Does Audio: Revealing the Hidden Face via Cross-Modality Transfer.
IEEE Trans. Circuits Syst. Video Technol., 2022

A Real-Time Ultra-High Definition Video Decoder of AVS3 on Heterogeneous Systems.
IEEE Trans. Circuits Syst. Video Technol., 2022

Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol., 2022

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

GMFAD: Towards Generalized Visual Recognition via Multilayer Feature Alignment and Disentanglement.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Image Quality Assessment: Unifying Structure and Texture Similarity.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning.
CoRR, 2022

From Distance to Dependency: A Paradigm Shift of Full-reference Image Quality Assessment.
CoRR, 2022

Digital and Physical Face Attacks: Reviewing and One Step Further.
CoRR, 2022

Learning from Mixed Datasets: A Monotonic Image Quality Assessment Model.
CoRR, 2022

Deep Feature Statistics Mapping for Generalized Screen Content Image Quality Assessment.
CoRR, 2022

Distortion-Aware Loop Filtering of Intra 360^o Video Coding with Equirectangular Projection.
CoRR, 2022

The Loop Game: Quality Assessment and Optimization for Low-Light Image Enhancement.
CoRR, 2022

Generalized Visual Quality Assessment of GAN-Generated Face Images.
CoRR, 2022

Evolution of AVS video coding standards: twenty years of innovation and development.
Sci. China Inf. Sci., 2022

Efficient Interpolation Filters for Chroma Motion Compensation in Video Coding.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

End-to-end Image Compression with Swin-Transformer.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

No-reference Image Quality Assessment via Non-local Dependency Modeling.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

DeepWSD: Projecting Degradations in Perceptual Space to Wasserstein Distance in Deep Feature Space.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Machine-Learning Based High Efficiency Rate Control for AV1.
Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022

Deep Video Compression for P-frame in Sub-sampled Color Spaces.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder.
Proceedings of the International Conference on Machine Learning, 2022

Rethinking Attention-Model Explainability through Faithfulness Violation Test.
Proceedings of the International Conference on Machine Learning, 2022

Disentangled Visual Representations for Extreme Human Body Video Compression.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Transform Skip Inspired End-to-End Compression for Screen Content Image.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Dynamic Multi-Reference Generative Prediction for Face Video Compression.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Towards Ultra Low Bit-Rate Digital Human Character Communication via Compact 3D Face Descriptors.
Proceedings of the Data Compression Conference, 2022

Beyond Keypoint Coding: Temporal Evolution Inference with Compact Feature Representation for Talking Face Video Compression.
Proceedings of the Data Compression Conference, 2022

A Soft-ranked Index Fusion Framework with Saliency Weighting for Image Quality Assessment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Graph-Based Feature-Preserving Mesh Normal Filtering.
IEEE Trans. Vis. Comput. Graph., 2021

Fast Non-Local Adaptive In-Loop Filter Optimization on GPU.
IEEE Trans. Multim., 2021

Frame-Wise Detection of Double HEVC Compression by Learning Deep Spatio-Temporal Representations in Compression Domain.
IEEE Trans. Multim., 2021

Geometry Auxiliary Salient Object Detection for Light Fields via Graph Neural Networks.
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

Low Complexity Trellis-Coded Quantization in Versatile Video Coding.
IEEE Trans. Image Process., 2021

Just Noticeable Distortion Profile Inference: A Patch-Level Structural Visibility Learning Approach.
IEEE Trans. Image Process., 2021

Sub-Sampled Cross-Component Prediction for Emerging Video Coding Standards.
IEEE Trans. Image Process., 2021

Compressed Domain Deep Video Super-Resolution.
IEEE Trans. Image Process., 2021

No-Reference Screen Content Image Quality Assessment With Unsupervised Domain Adaptation.
IEEE Trans. Image Process., 2021

Quality Measurement of Screen Images via Foreground Perception and Background Suppression.
IEEE Trans. Instrum. Meas., 2021

Camera Invariant Feature Learning for Generalized Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2021

DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2021

Divisively Normalized Sparse Coding: Toward Perceptual Visual Signal Representation.
IEEE Trans. Cybern., 2021

Deep Learning-Based Chroma Prediction for Intra Versatile Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2021

A Multi-Task Collaborative Network for Light Field Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2021

Progressive Point Cloud Upsampling via Differentiable Rendering.
IEEE Trans. Circuits Syst. Video Technol., 2021

Predictive Generalized Graph Fourier Transform for Attribute Compression of Dynamic Point Clouds.
IEEE Trans. Circuits Syst. Video Technol., 2021

Positive and Negative Label-Driven Nonnegative Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol., 2021

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

End-to-End Compression Towards Machine Vision: Network Architecture Design and Optimization.
IEEE Open J. Circuits Syst., 2021

Virtual view synthesis for the nonuniform illuminated between views in surgical video.
Multim. Tools Appl., 2021

Circular intra prediction for 360 degree video coding.
J. Vis. Commun. Image Represent., 2021

Reinforcement learning-based QoE-oriented dynamic adaptive streaming framework.
Inf. Sci., 2021

No-reference image quality assessment for contrast-changed images via a semi-supervised robust PCA model.
Inf. Sci., 2021

Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning.
Int. J. Comput. Vis., 2021

Comparison of Full-Reference Image Quality Models for Optimization of Image Processing Systems.
Int. J. Comput. Vis., 2021

Prediction With Multicross Component for Future Video Coding.
IEEE Multim., 2021

Generalized Face Antispoofing by Learning to Fuse Features From High- and Low-Frequency Domains.
IEEE Multim., 2021

Towards Top-Down Just Noticeable Difference Estimation of Natural Images.
CoRR, 2021

Detect and Locate: A Face Anti-Manipulation Approach with Semantic and Noise-level Supervision.
CoRR, 2021

Privacy-Preserving Constrained Domain Generalization for Medical Image Classification.
CoRR, 2021

Encoder-Decoder Joint Enhancement for Video Chat.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Instance Segmentation Based Background Reference Frame Generation for Surveillance Video Coding.
Proceedings of the Picture Coding Symposium, 2021

Complexity-Configurable Learning-based Genome Compression.
Proceedings of the Picture Coding Symposium, 2021

PUGCQ: A Large Scale Dataset for Quality Assessment of Professional User-Generated Content.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Quality Assessment of End-to-End Learned Image Compression: The Benchmark and Objective Measure.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Locally Adaptive Structure and Texture Similarity for Image Quality Assessment.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Deepfake Detection Using Robust Spatial and Temporal Features from Facial Landmarks.
Proceedings of the 9th IEEE International Workshop on Biometrics and Forensics, 2021

Defending Against Noise by Characterizing the Rate-Distortion Functions in End-to-End Noisy Image Compression.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Teacher-Student Learning With Multi-Granularity Constraint Towards Compact Facial Feature Representation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Super Resolution for Compressed Screen Content Video.
Proceedings of the 31st Data Compression Conference, 2021

2020
Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2020

Generative Adversarial Network-Based Intra Prediction for Video Coding.
IEEE Trans. Multim., 2020

Towards Efficient Front-End Visual Sensing for Digital Retina: A Model-Centric Paradigm.
IEEE Trans. Multim., 2020

Learning to Explore Saliency for Stereoscopic Videos Via Component-Based Interaction.
IEEE Trans. Image Process., 2020

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

Extended Coding Unit Partitioning for Future Video Coding.
IEEE Trans. Image Process., 2020

Towards Unsupervised Deep Image Enhancement With Generative Adversarial Network.
IEEE Trans. Image Process., 2020

Unified Intra Mode Coding Based on Short and Long Range Correlations.
IEEE Trans. Image Process., 2020

Toward Intelligent Sensing: Intermediate Deep Feature Compression.
IEEE Trans. Image Process., 2020

Blind Image Quality Measurement by Exploiting High-Order Statistics With Deep Dictionary Encoding Network.
IEEE Trans. Instrum. Meas., 2020

Toward Accurate Quality Estimation of Screen Content Pictures With Very Sparse Reference Information.
IEEE Trans. Ind. Electron., 2020

Global Rate-Distortion Optimization-Based Rate Control for HEVC HDR Coding.
IEEE Trans. Circuits Syst. Video Technol., 2020

Multi-Exposure Decomposition-Fusion Model for High Dynamic Range Image Saliency Detection.
IEEE Trans. Circuits Syst. Video Technol., 2020

Image and Video Compression With Neural Networks: A Review.
IEEE Trans. Circuits Syst. Video Technol., 2020

Discovering and incorporating latent target-domains for domain adaptation.
Pattern Recognit., 2020

Face Anti-Spoofing With Deep Neural Network Distillation.
IEEE J. Sel. Top. Signal Process., 2020

Machine learning based video coding optimizations: A survey.
Inf. Sci., 2020

No-reference quality index of depth images based on statistics of edge profiles for view synthesis.
Inf. Sci., 2020

Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment.
CoRR, 2020

Conceptual Compression via Deep Structure and Texture Synthesis.
CoRR, 2020

Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems.
CoRR, 2020

No-reference Quality Assessment with Unsupervised Domain Adaptation.
CoRR, 2020

User-generated Video Quality Assessment: A Subjective and Objective Study.
CoRR, 2020

Comparison of Image Quality Models for Optimization of Image Processing Systems.
CoRR, 2020

End-to-End Facial Deep Learning Feature Compression with Teacher-Student Enhancement.
CoRR, 2020

IEEE Access Special Section Editorial: Biologically Inspired Image Processing Challenges and Future Directions.
IEEE Access, 2020

Learning to encode user-generated short videos with lower bitrate and the same perceptual quality.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Towards Modality Transferable Visual Information Representation with Optimal Model Compression.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

When Bitstream Prior Meets Deep Prior: Compressed Video Super-resolution with Learning from Decoding.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

UGC-VIDEO: Perceptual Quality Assessment of User-Generated Videos.
Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

Face Anti-Spoofing by Fusing High and Low Frequency Features for Advanced Generalization Capability.
Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

A JND Dataset Based on VVC Compressed Images.
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Prediction with Multi-Cross Component.
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Data Representation in Hybrid Coding Framework for Feature Maps Compression.
Proceedings of the IEEE International Conference on Image Processing, 2020

Just Noticeable Distortion Based Perceptually Lossless Intra Coding.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Intra Frame Rate Control for Versatile Video Coding with Quadratic Rate-Distortion Modelling.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Revisiting Local Texture Correlation for Rate-Distortion Optimized Intra Coding.
Proceedings of the Data Compression Conference, 2020

Statistical Modeling Based Fast Rate Distortion Estimation Algorithm for HEVC.
Proceedings of the Data Compression Conference, 2020

Sub-Sampled Cross-Component Prediction for Chroma Component Coding.
Proceedings of the Data Compression Conference, 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

SSIM Motivated Quality Control for Versatile Video Coding.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

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

2019
SSIM-Based Global Optimization for CTU-Level Rate Control in HEVC.
IEEE Trans. Multim., 2019

GPU-Based Hierarchical Motion Estimation for High Efficiency Video Coding.
IEEE Trans. Multim., 2019

Blind Quality Assessment of Camera Images Based on Low-Level and High-Level Statistical Features.
IEEE Trans. Multim., 2019

No-Reference Quality Assessment for View Synthesis Using DoG-Based Edge Statistics and Texture Naturalness.
IEEE Trans. Image Process., 2019

Enhanced Motion-Compensated Video Coding With Deep Virtual Reference Frame Generation.
IEEE Trans. Image Process., 2019

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

Three-Zone Segmentation-Based Motion Compensation for Video Compression.
IEEE Trans. Image Process., 2019

Embedding Adversarial Learning for Vehicle Re-Identification.
IEEE Trans. Image Process., 2019

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

Enhanced Bi-Prediction With Convolutional Neural Network for High-Efficiency Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2019

Joint Feature and Texture Coding: Toward Smart Video Representation via Front-End Intelligence.
IEEE Trans. Circuits Syst. Video Technol., 2019

Content-oriented image quality assessment with multi-label SVM classifier.
Signal Process. Image Commun., 2019

No-reference quality assessment for contrast-distorted images based on multifaceted statistical representation of structure.
J. Vis. Commun. Image Represent., 2019

Front-End Smart Visual Sensing and Back-End Intelligent Analysis: A Unified Infrastructure for Economizing the Visual System of City Brain.
IEEE J. Sel. Areas Commun., 2019

Toward Knowledge as a Service Over Networks: A Deep Learning Model Communication Paradigm.
IEEE J. Sel. Areas Commun., 2019

AI-Oriented Large-Scale Video Management for Smart City: Technologies, Standards, and Beyond.
IEEE Multim., 2019

Compact Descriptors for Video Analysis: The Emerging MPEG Standard.
IEEE Multim., 2019

Light Field Image Compression Using Generative Adversarial Network-Based View Synthesis.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Masked Non-Autoregressive Image Captioning.
CoRR, 2019

On the Mathematical Understanding of ResNet with Feynman Path Integral.
CoRR, 2019

Toward Intelligent Visual Sensing and Low-cost Analysis: A Collaborative Computing Approach.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Fast Coding Unit Splitting Decisions for the Emergent AVS3 Standard.
Proceedings of the Picture Coding Symposium, 2019

Social Media Popularity Prediction: A Multiple Feature Fusion Approach with Deep Neural Networks.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Intrinsic Image Popularity Assessment.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Lossy Intermediate Deep Learning Feature Compression and Evaluation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Disentangled Human Action Video Generation via Decoupled Learning.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Towards Digital Retina in Smart Cities: A Model Generation, Utilization and Communication Paradigm.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

History-Based Motion Vector Prediction for Future Video Coding.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Scalable Facial Image Compression with Deep Feature Reconstruction.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Fidelity or Quality? A Region-Aware Framework for Enhanced Image Decoding via Hybrid Neural Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Layered Conceptual Image Compression Via Deep Semantic Synthesis.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Extended Quad-Tree Partitioning for Future Video Coding.
Proceedings of the Data Compression Conference, 2019

Learning to Explore Intrinsic Saliency for Stereoscopic Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Self-Critical N-Step Training for Image Captioning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Adaptive view synthesis optimization for low complexity 3D-HEVC encoding.
J. Vis. Lang. Comput., 2018

Quality Assessment of DIBR-Synthesized Images by Measuring Local Geometric Distortions and Global Sharpness.
IEEE Trans. Multim., 2018

Group-Sensitive Triplet Embedding for Vehicle Reidentification.
IEEE Trans. Multim., 2018

Convolutional Neural Network-Based Synthesized View Quality Enhancement for 3D Video Coding.
IEEE Trans. Image Process., 2018

Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding.
IEEE Trans. Image Process., 2018

Probabilistic Decision Based Block Partitioning for Future Video Coding.
IEEE Trans. Image Process., 2018

Fast MPEG-CDVS Encoder With GPU-CPU Hybrid Computing.
IEEE Trans. Image Process., 2018

Hybrid All Zero Soft Quantized Block Detection for HEVC.
IEEE Trans. Image Process., 2018

Unsupervised Domain Adaptation for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2018

Learning Generalized Deep Feature Representation for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2018

Rate-Distortion Optimized Sparse Coding With Ordered Dictionary for Image Set Compression.
IEEE Trans. Circuits Syst. Video Technol., 2018

Reduced-Reference Quality Assessment of Screen Content Images.
IEEE Trans. Circuits Syst. Video Technol., 2018

No-reference quality assessment of DIBR-synthesized videos by measuring temporal flickering.
J. Vis. Commun. Image Represent., 2018

HDR video quality assessment: Perceptual evaluation of compressed HDR video.
J. Vis. Commun. Image Represent., 2018

Intermediate Deep Feature Compression: the Next Battlefield of Intelligent Sensing.
CoRR, 2018

Objective Quality Assessment and Perceptual Compression of Screen Content Images.
IEEE Computer Graphics and Applications, 2018

Visual Information Evaluation With Entropy of Primitive.
IEEE Access, 2018

When Deep Fool Meets Deep Prior: Adversarial Attack on Super-Resolution Network.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Multi-Scale Context Attention Network for Image Retrieval.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

From Data to Knowledge: Deep Learning Model Compression, Transmission and Communication.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

CNN-Based Bi-Directional Motion Compensation for High Efficiency Video Coding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

A Frame Level Rate Control Algorithm For Screen Content Coding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Enhanced Image Decoding via Edge-Preserving Generative Adversarial Networks.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Enhanced Ctu-Level Inter Prediction with Deep Frame Rate Up-Conversion for High Efficiency Video Coding.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Complexity Control for HEVC Inter Coding Based on Two-Level Complexity Allocation and Mode Sorting.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Fast QTBT Partitioning Decision for Interframe Coding with Convolution Neural Network.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Multi-Hypothesis Prediction Based on Implicit Motion Vector Derivation for Video Coding.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Cluster-Based Point Cloud Coding with Normal Weighted Graph Fourier Transform.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Image Quality Assessment Based Label Smoothing in Deep Neural Network Learning.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Locally Refined Motion Compensation for Future Video Coding.
Proceedings of the 2018 Data Compression Conference, 2018

Domain Generalization With Adversarial Feature Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Joint Rate-Distortion Optimization for Simultaneous Texture and Deep Feature Compression of Facial Images.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017
Utility-Driven Adaptive Preprocessing for Screen Content Video Compression.
IEEE Trans. Multim., 2017

HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and Retrieval.
IEEE Trans. Multim., 2017

No-Reference and Robust Image Sharpness Evaluation Based on Multiscale Spatial and Spectral Features.
IEEE Trans. Multim., 2017

A Joint Compression Scheme of Video Feature Descriptors and Visual Content.
IEEE Trans. Image Process., 2017

Adaptive Progressive Motion Vector Resolution Selection Based on Rate-Distortion Optimization.
IEEE Trans. Image Process., 2017

Asymmetrically Compressed Stereoscopic 3D Videos: Quality Assessment and Rate-Distortion Performance Evaluation.
IEEE Trans. Image Process., 2017

Perceptual Depth Quality in Distorted Stereoscopic Images.
IEEE Trans. Image Process., 2017

Sparsity-Based Image Error Concealment via Adaptive Dual Dictionary Learning and Regularization.
IEEE Trans. Image Process., 2017

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

Hybrid Laplace Distribution-Based Low Complexity Rate-Distortion Optimized Quantization.
IEEE Trans. Image Process., 2017

Low-Rank-Based Nonlocal Adaptive Loop Filter for High-Efficiency Video Compression.
IEEE Trans. Circuits Syst. Video Technol., 2017

SSIM-Motivated Two-Pass VBR Coding for HEVC.
IEEE Trans. Circuits Syst. Video Technol., 2017

Inter-View Dependency-Based Rate Control for 3D-HEVC.
IEEE Trans. Circuits Syst. Video Technol., 2017

Entropy of Primitive: From Sparse Representation to Visual Information Evaluation.
IEEE Trans. Circuits Syst. Video Technol., 2017

High-Efficiency Image Coding via Near-Optimal Filtering.
IEEE Signal Process. Lett., 2017

Just-Noticeable Difference-Based Perceptual Optimization for JPEG Compression.
IEEE Signal Process. Lett., 2017

No-reference quality assessment of compressive sensing image recovery.
Signal Process. Image Commun., 2017

Visual attention analysis and prediction on human faces.
Inf. Sci., 2017

Image Quality Assessment Guided Deep Neural Networks Training.
CoRR, 2017

Incorporating Intra-Class Variance to Fine-Grained Visual Recognition.
CoRR, 2017

No-Reference Quality Assessment of Deblurred Images Based on Natural Scene Statistics.
IEEE Access, 2017

Multi-class ranking based most probable prediction unit selection for HEVC encoding.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Rate-distortion optimized scan for point cloud color compression.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Internal generative mechanism inspired reduced reference image quality assessment with entropy of primitive.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Spatial-temporal residue network based in-loop filter for video coding.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Multi-scale Similarity Enhanced Guided Normal Filtering.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Light Field Image Compression with Sub-apertures Reordering and Adaptive Reconstruction.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

From Part to Whole: Who is Behind the Painting?
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Image Recapture Detection with Convolutional and Recurrent Neural Networks.
Proceedings of the Media Watermarking, Security, and Forensics 2017, Burlingame, CA, USA, 29 January 2017, 2017

Intelligent analysis oriented surveillance video coding.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Quality assessment of multi-view-plus-depth images.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Improving object detection with region similarity learning.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Incorporating intra-class variance to fine-grained visual recognition.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

GPU Based fast MPEG-CDVS encoder.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Optimized inter-view prediction based light field image compression with adaptive reconstruction.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep regional feature pooling for video matching.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Blind Quality Prediction of Stereoscopic 3D Images.
Proceedings of the Human Vision and Electronic Imaging 2017, Burlingame, CA, USA, 29 January 2017, 2017

Globally Variance-Constrained Sparse Representation for Rate-Distortion Optimized Image Representation.
Proceedings of the 2017 Data Compression Conference, 2017

Effective Quadtree Plus Binary Tree Block Partition Decision for Future Video Coding.
Proceedings of the 2017 Data Compression Conference, 2017

Compact Deep Invariant Descriptors for Video Retrieval.
Proceedings of the 2017 Data Compression Conference, 2017

2016
Guided Image Contrast Enhancement Based on Retrieved Images in Cloud.
IEEE Trans. Multim., 2016

Blind Quality Assessment of Tone-Mapped Images Via Analysis of Information, Naturalness, and Structure.
IEEE Trans. Multim., 2016

Saliency-Guided Quality Assessment of Screen Content Images.
IEEE Trans. Multim., 2016

Just Noticeable Difference Estimation for Screen Content Images.
IEEE Trans. Image Process., 2016

Joint Chroma Downsampling and Upsampling for Screen Content Image.
IEEE Trans. Circuits Syst. Video Technol., 2016

Analysis of Distortion Distribution for Pooling in Image Quality Prediction.
IEEE Trans. Broadcast., 2016

Perceptual quality evaluation for image defocus deblurring.
Signal Process. Image Commun., 2016

Content-weighted mean-squared error for quality assessment of compressed images.
Signal Image Video Process., 2016

Low complexity encoder optimization for HEVC.
J. Vis. Commun. Image Represent., 2016

Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding?
IEEE Multim., 2016

Subjective and Objective Quality Assessment of Compressed Screen Content Images.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2016

Globally Variance-Constrained Sparse Representation for Image Set Compression.
CoRR, 2016

Perceptually optimized sparse coding for HDR images via divisive normalization.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Improved entropy of primitive for visual information estimation.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Local-constrained quadtree plus binary tree block partition structure for enhanced video coding.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

A novel mode decision for depth map coding in 3D-AVS.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Deep convolutional network based image quality enhancement for low bit rate image compression.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

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

Quality assessment of tone-mapped images based on sparse representation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Face spoofing detection with image quality regression.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Objective quality assessment of tone-mapped videos.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

From Visual Search to Video Compression: A Compact Representation Framework for Video Feature Descriptors.
Proceedings of the 2016 Data Compression Conference, 2016

2015
Quality Prediction of Asymmetrically Distorted Stereoscopic 3D Images.
IEEE Trans. Image Process., 2015

A Patch-Structure Representation Method for Quality Assessment of Contrast Changed Images.
IEEE Signal Process. Lett., 2015

Rate-distortion based sparse coding for image set compression.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Sparse Structural Similarity for Objective Image Quality Assessment.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

A study on interest point guided visual saliency.
Proceedings of the 2015 Picture Coding Symposium, 2015

Study on subjective quality assessment of Screen Content Images.
Proceedings of the 2015 Picture Coding Symposium, 2015

Depth perception of distorted stereoscopic images.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

SSIM-inspired two-pass rate control for High Efficiency Video Coding.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Perceptual quality assessment of high frame rate video.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Nonlocal Adaptive In-Loop Filter via Content-Dependent Soft-Thresholding for HEVC.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Towards accurate visual information estimation with Entropy of Primitive.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

A general histogram modification framework for efficient contrast enhancement.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Screen image quality assessment incorporating structural degradation measurement.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Image guided label map propagation in video sequences.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Feature-matching based motion prediction for high efficiency video coding in cloud.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Quality prediction of asymmetrically compressed stereoscopic videos.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Perceptual screen content image quality assessment and compression.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

An efficient coding framework for compact descriptors extracted from video sequence.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Towards Accurate and Efficient Image Quality Assessment with Interest Points.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

Cloud Based Image Contrast Enhancement.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

Inter-frame Correlation Based Quantization Parameter Offset Optimization for Screen Content Video Coding.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2014
Low Complexity Adaptive View Synthesis Optimization in HEVC Based 3D Video Coding.
IEEE Trans. Multim., 2014

2013
Kinect-Like Depth Data Compression.
IEEE Trans. Multim., 2013

Perceptual Video Coding Based on SSIM-Inspired Divisive Normalization.
IEEE Trans. Image Process., 2013

Rate-GOP Based Rate Control for High Efficiency Video Coding.
IEEE J. Sel. Top. Signal Process., 2013

Mode Dependent Coding Tools for Video Coding.
IEEE J. Sel. Top. Signal Process., 2013

Entropy of primitive: A top-down methodology for evaluating the perceptual visual information.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Laplace distribution based CTU level rate control for HEVC.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Reduced reference image quality assessment using entropy of primitives.
Proceedings of the 30th Picture Coding Symposium, 2013

Multi layer based rate control algorithm for HEVC.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Fast multi reference frame motion estimation for high efficiency video coding.
Proceedings of the IEEE International Conference on Image Processing, 2013

Overview of IEEE 1857 video coding standard.
Proceedings of the IEEE International Conference on Image Processing, 2013

Quadratic ρ-domain based rate control algorithm for HEVC.
Proceedings of the IEEE International Conference on Acoustics, 2013

Low Complexity Rate Distortion Optimization for HEVC.
Proceedings of the 2013 Data Compression Conference, 2013

2012
SSIM-Motivated Rate-Distortion Optimization for Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2012

Zero-synthesis view difference aware view synthesis optimization for HEVC based 3D video compression.
Proceedings of the 2012 Visual Communications and Image Processing, 2012

Content-aware layered compound video compression.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Kinect-like depth denoising.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Kinect-Like Depth Compression with 2D+T Prediction.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

Early termination of coding unit splitting for HEVC.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
SSIM-inspired divisive normalization for perceptual video coding.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Rate-SSIM optimization for video coding.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
No-reference perceptual image quality metric using gradient profiles for JPEG2000.
Signal Process. Image Commun., 2010

SSIM based perceptual distortion rate optimization coding.
Proceedings of the Visual Communications and Image Processing 2010, 2010


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