Xianming Liu

IEEE Trans. Neural Networks Learn. Syst., November, 2024

GroupedMixer: An Entropy Model With Group-Wise Token-Mixers for Learned Image Compression.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., October, 2024

Deep Attentional Guided Image Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Illumination-Aware Low-Light Image Enhancement with Transformer and Auto-Knee Curve.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., August, 2024

SPADNet: Structure Prior-Aware Dynamic Network for Face Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Biom. Behav. Identity Sci., July, 2024

ReSmooth: Detecting and Utilizing OOD Samples When Training With Data Augmentation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Overhead-free Noise-tolerant Federated Learning: A New Baseline.

[BibT_eX]

[DOI]

Mach. Intell. Res., June, 2024

Deep Lossy Plus Residual Coding for Lossless and Near-Lossless Image Compression.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Reciprocal transformer for hyperspectral and multispectral image fusion.

[BibT_eX]

[DOI]

Inf. Fusion, April, 2024

Transforming Image Super-Resolution: A ConvFormer-Based Efficient Approach.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Incrementally Adapting Pretrained Model Using Network Prior for Multi-Focus Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2024

HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2024

LLV-FSR: Exploiting Large Language-Vision Prior for Face Super-resolution.

[BibT_eX]

[DOI]

CoRR, 2024

Adaptive Stereo Depth Estimation with Multi-Spectral Images Across All Lighting Conditions.

[BibT_eX]

[DOI]

CoRR, 2024

Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond.

[BibT_eX]

[DOI]

CoRR, 2024

MCGS: Multiview Consistency Enhancement for Sparse-View 3D Gaussian Radiance Fields.

[BibT_eX]

[DOI]

CoRR, 2024

PVContext: Hybrid Context Model for Point Cloud Compression.

[BibT_eX]

[DOI]

CoRR, 2024

Spatial Annealing Smoothing for Efficient Few-shot Neural Rendering.

[BibT_eX]

[DOI]

CoRR, 2024

DINO-SD: Champion Solution for ICRA 2024 RoboDepth Challenge.

[BibT_eX]

[DOI]

CoRR, 2024

The RoboDrive Challenge: Drive Anytime Anywhere in Any Condition.

[BibT_eX]

[DOI]

CoRR, 2024

Mesh Denoising Transformer.

[BibT_eX]

[DOI]

CoRR, 2024

The Third Monocular Depth Estimation Challenge.

[BibT_eX]

[DOI]

CoRR, 2024

Stealing Stable Diffusion Prior for Robust Monocular Depth Estimation.

[BibT_eX]

[DOI]

Yifan Mao

Jian Liu

Florin-Alexandru Vasluianu

CoRR, 2024

REPS: Reconstruction-based Point Cloud Sampling.

[BibT_eX]

[DOI]

CoRR, 2024

OccTransformer: Improving BEVFormer for 3D camera-only occupancy prediction.

[BibT_eX]

[DOI]

CoRR, 2024

Unveiling the Depths: A Multi-Modal Fusion Framework for Challenging Scenarios.

[BibT_eX]

[DOI]

CoRR, 2024

A Comprehensive Survey on 3D Content Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing Privacy-Utility Tradeoff with Few-Round Strategy in Heterogeneous Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2024

Semantic Ensemble Loss and Latent Refinement for High-Fidelity Neural Image Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2024

$\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

AFBench: A Large-scale Benchmark for Airfoil Design.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Disentangled-Multimodal Privileged Knowledge Distillation for Depression Recognition with Incomplete Multimodal Data.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Harmony in Diversity: Improving All-in-One Image Restoration via Multi-Task Collaboration.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

SDGE: Stereo Guided Depth Estimation for 360°Camera Sets.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Exploiting Self-Supervised Constraints in image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Context-Adaptive Entropy Model With Adapters For Lossless Point Cloud Geometry Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2024

Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Compressed Depth Map Super-Resolution and Restoration: AIM 2024 Challenge Results.

[BibT_eX]

[DOI]

Marcos V. Conde

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

The Third Monocular Depth Estimation Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Low-Light Face Super-resolution via Illumination, Structure, and Texture Associated Representation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

FMRNet: Image Deraining via Frequency Mutual Revision.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Learning a 3D-CNN and Transformer prior for hyperspectral image super-resolution.

[BibT_eX]

[DOI]

Inf. Fusion, December, 2023

DepthFormer: Exploiting Long-range Correlation and Local Information for Accurate Monocular Depth Estimation.

[BibT_eX]

[DOI]

Mach. Intell. Res., December, 2023

Super-Resolving Face Image by Facial Parsing Information.

[BibT_eX]

[DOI]

IEEE Trans. Biom. Behav. Identity Sci., October, 2023

Self-Supervised Arbitrary-Scale Implicit Point Clouds Upsampling.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

ZMFF: Zero-shot multi-focus image fusion.

[BibT_eX]

[DOI]

Inf. Fusion, April, 2023

Unsupervised Deep Exemplar Colorization via Pyramid Dual Non-Local Attention.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Rethinking 3D-CNN in Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

Remote. Sens., 2023

On the Dynamics Under the Unhinged Loss and Beyond.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Deep Learning-based Face Super-resolution: A Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2023

The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation.

[BibT_eX]

[DOI]

CoRR, 2023

Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study.

[BibT_eX]

[DOI]

CoRR, 2023

Incorporating Transformer Designs into Convolutions for Lightweight Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2023

Augment and Criticize: Exploring Informative Samples for Semi-Supervised Monocular 3D Object Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Guided Depth Map Super-resolution: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Learning Lossless Compression for High Bit-Depth Medical Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Large Sparse Kernels for Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Spatial-Frequency Mutual Learning for Face Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Thermal Image Super-Resolution Challenge Results - PBVS 2023.

[BibT_eX]

[DOI]

Rafael E. Rivadeneira

Angel Domingo Sappa

Boris Xavier Vintimilla

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Rectified Meta-learning from Noisy Labels for Robust Image-based Plant Disease Classification.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Fully Unsupervised Person Re-Identification via Selective Contrastive Learning.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Multilayer Spectral-Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Jiayi Ma

IEEE Trans. Neural Networks Learn. Syst., 2022

Graph Signal Processing for Geometric Data and Beyond: Theory and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

High-Resolution Depth Maps Imaging via Attention-Based Hierarchical Multi-Modal Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Multi-Task Interaction Learning for Spatiospectral Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Propagating Facial Prior Knowledge for Multitask Learning in Face Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Deep Unfolding Network for Spatiospectral Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2022

BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2022

Self-Supervised Monocular Depth Estimation via Discrete Strategy and Uncertainty.

[BibT_eX]

[DOI]

Zhenyu Li

IEEE CAA J. Autom. Sinica, 2022

Exploiting the Potential of Datasets: A Data-Centric Approach for Model Robustness.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-Camera Collaborative Depth Prediction via Consistent Structure Estimation.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Hybrid Conditional Deep Inverse Tone Mapping.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

ChebyLighter: Optimal Curve Estimation for Low-light Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Prototype-Anchored Learning for Learning with Imperfect Annotations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Learning Towards The Largest Margins.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-training.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

NTIRE 2022 Image Inpainting Challenge: Report.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Thermal Image Super-Resolution Challenge Results - PBVS 2022.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Local Surface Descriptor for Geometry and Feature Preserved Mesh Denoising.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Towards End-to-End Image Compression and Analysis with Transformers.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Graph-Based Feature-Preserving Mesh Normal Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

NormalNet: Learning-Based Mesh Normal Denoising via Local Partition Normalization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2021

A Practical Contrastive Learning Framework for Single Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2021

Weakly-Supervised Monocular Depth Estimationwith Resolution-Mismatched Data.

[BibT_eX]

[DOI]

CoRR, 2021

Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2021

BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring.

[BibT_eX]

[DOI]

CoRR, 2021

Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Scalable $\ell_\infty$-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression.

[BibT_eX]

[DOI]

CoRR, 2021

Improving Hyperspectral Super-Resolution via Heterogeneous Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Target-guided Adaptive Base Class Reweighting for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Asymmetric Loss Functions for Learning with Noisy Labels.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Heatmap-Aware Pyramid Face Hallucination.

[BibT_eX]

[DOI]

Chenyang Wang

Pablo Navarrete Michelini

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Zero-Shot Multi-Focus Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Learning with Noisy Labels via Sparse Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Scalable lY=-Constrained Near-Lossless Image Compression via Joint Lossy Image and Residual Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Connecting Image Denoising and High-Level Vision Tasks via Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Color-Guided Depth Image Recovery With Adaptive Data Fidelity and Transferred Graph Laplacian Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Contrast Enhancement via Dual Graph Total Variation-Based Image Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Single-Image Blind Deblurring Using Multi-Scale Latent Structure Prior.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Unsupervised Constrative Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2020

AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation.

[BibT_eX]

[DOI]

CoRR, 2020

Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis.

[BibT_eX]

[DOI]

CoRR, 2020

Rapid Whole Slide Imaging via Learning-based Two-shot Virtual Autofocusing.

[BibT_eX]

[DOI]

CoRR, 2020

Single Image Deraining via Scale-space Invariant Attention Neural Network.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

FasterSeg: Searching for Faster Real-time Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Semi-Supervised Graph Convolutional Hashing Network For Large-Scale Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

ADRN: Attention-Based Deep Residual Network for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Parsing Map Guided Multi-Scale Attention Network For Face Hallucination.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Depth Super-Resolution via Joint Color-Guided Internal and External Regularizations.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Depth Restoration From RGB-D Data via Joint Adaptive Regularization and Thresholding on Manifolds.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Graph-Based Joint Dequantization and Contrast Enhancement of Poorly Lit JPEG Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Graph-Based Blind Image Deblurring From a Single Photograph.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Joint Gaze Correction and Face Beautification for Conference Video Using Dual Sparsity Prior.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2019

Hyperspectral Image Classification in the Presence of Noisy Labels.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

NormalNet: Learning based Guided Normal Filtering for Mesh Denoising.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-Scale Depthwise Separable Convolutional Neural Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Digital TV and Wireless Multimedia Communication, 2019

Hyperspectral Image Super-Resolution Using Multi-scale Feature Pyramid Network.

[BibT_eX]

[DOI]

Proceedings of the Digital TV and Wireless Multimedia Communication, 2019

AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Reconstruction-cognizant Graph Sampling Using Gershgorin Disc Alignment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

NTIRE 2019 Challenge on Image Enhancement: Methods and Results.

[BibT_eX]

[DOI]

Nelson Chong Ngee Bow

Ganapathy Krishnamurthi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Supervised Distributed Hashing for Large-Scale Multimedia Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Reduced-Reference Image Quality Assessment in Free-Energy Principle and Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Prior-Based Quantization Bin Matching for Cloud Storage of JPEG Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Parametric local multiview hamming distance metric learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Discrete Manifold-Regularized Collaborative Filtering for Large-Scale Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Adaptive Screen Content Image Enhancement Strategy using Layer-based Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Blind Quality Measure for Industrial 2D Matrix Symbols Using Shallow Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Blind Image Deblurring Via Reweighted Graph Total Variation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Compressed Image Restoration via External-Image Assisted Band Adaptive PCA Model Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 Data Compression Conference, 2018

2017

Utility-Driven Adaptive Preprocessing for Screen Content Video Compression.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Greedy Batch-Based Minimum-Cost Flows for Tracking Multiple Objects.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Sparsity-Based Image Error Concealment via Adaptive Dual Dictionary Learning and Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Random Walk Graph Laplacian-Based Smoothness Prior for Soft Decoding of JPEG Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Quality assessment for real out-of-focus blurred images.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2017

Mapping the world population one building at a time.

[BibT_eX]

[DOI]

CoRR, 2017

Building Detection from Satellite Images on a Global Scale.

[BibT_eX]

[DOI]

CoRR, 2017

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.

[BibT_eX]

[DOI]

CoRR, 2017

Multi-scale Similarity Enhanced Guided Normal Filtering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Fast Noisy Image Quality Assessment Based on Free-Energy Principle.

[BibT_eX]

[DOI]

Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Dynamic backlight scaling considering ambient luminance for mobile energy saving.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Single depth image super-resolution and denoising based on sparse graphs via structure tensor.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Robust Video Super-Resolution with Learned Temporal Dynamics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Guided Image Contrast Enhancement Based on Retrieved Images in Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Low-Rank Decomposition-Based Restoration of Compressed Images via Adaptive Noise Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Compressive Sampling-Based Image Coding for Resource-Deficient Visual Communication.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Data-Driven Soft Decoding of Compressed Images in Dual Transform-Pixel Domain.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

SIFT Keypoint Removal and Injection via Convex Relaxation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2016

Secure Reversible Image Data Hiding Over Encrypted Domain via Key Modulation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2016

Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2016

Analyzing User Preference for Social Image Recommendation.

[BibT_eX]

[DOI]

Min-Hsuan Tsai

Thomas S. Huang

CoRR, 2016

Consensus Oriented Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Computational Intelligence and Design, 2016

Perceptual image quality assessment combining free-energy principle and sparse representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Mesh Denoising with Local Guided Normal Filtering and Non-local Similarity.

[BibT_eX]

[DOI]

Proceedings of the Digital TV and Wireless Multimedia Communication, 2016

Blind quality assessment of compressed images via pseudo structural similarity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Quantization bin matching for cloud storage of JPEG images.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Localizing web videos using social images.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Model-based low bit-rate video coding for resource-deficient wireless visual communication.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Decentralized Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2015

Quality assessment for out-of-focus blurred images.

[BibT_eX]

[DOI]

Proceedings of the 2015 Visual Communications and Image Processing, 2015

Frame Rate and Perceptual Quality for HD Video.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Inter-block consistent soft decoding of JPEG images with sparsity and graph-signal smoothness priors.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Look and Think Twice: Capturing Top-Down Visual Attention with Feedback Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Joint denoising and contrast enhancement of images using graph laplacian operator.

[BibT_eX]

[DOI]

Gene Cheung

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Data-driven sparsity-based restoration of JPEG-compressed images in dual transform-pixel domain.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Understanding image structure via hierarchical shape parsing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Toward Statistical Modeling of Saccadic Eye-Movement and Visual Saliency.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Progressive Image Denoising Through Hybrid Graph Laplacian Regularization: A Unified Framework.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Image Interpolation via Graph-Based Bayesian Label Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Designing an Efficient Image Encryption-Then-Compression System via Prediction Error Clustering and Random Permutation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2014

Scalable Compression of Stream Cipher Encrypted Images Through Context-Adaptive Sampling.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2014

Where should I stand? Learning based human position recommendation for mobile photographing.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

Estimation of capacity parameters for dynamic histogram shifting (DHS)-based reversible image watermarking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Multiple Description Image Coding with Local Random Measurements.

[BibT_eX]

[DOI]

Debin Zhao

Proceedings of the Data Compression Conference, 2014

Multimedia Classification.

[BibT_eX]

[DOI]

Proceedings of the Data Classification: Algorithms and Applications, 2014

2013

Bidirectional-isomorphic manifold learning at image semantic understanding & representation.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2013

Low bit-rate image coding via local random down-sampling.

[BibT_eX]

[DOI]

Reza Pournaghi

Proceedings of the 30th Picture Coding Symposium, 2013

Parametric Local Multimodal Hashing for Cross-View Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Spatial error concealment via model based coupled sparse representation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Structured Textons for texture representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Sparsity-based soft decoding of compressed images in transform domain.

[BibT_eX]

[DOI]

Debin Zhao

Proceedings of the IEEE International Conference on Image Processing, 2013

On the design of an efficient encryption-then-compression system.

[BibT_eX]

[DOI]

Jiantao Zhou

Oscar C. Au

Proceedings of the IEEE International Conference on Acoustics, 2013

Progressive Image Restoration through Hybrid Graph Laplacian Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2013 Data Compression Conference, 2013

Image Super-Resolution via Hierarchical and Collaborative Sparse Representation.

[BibT_eX]

[DOI]

Proceedings of the 2013 Data Compression Conference, 2013

Localizing Web Videos from Heterogeneous Images.

[BibT_eX]

[DOI]

Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012

Context-Aware Semi-Local Feature Detector.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2012

Low bit-rate video coding via mode-dependent adaptive regression for wireless visual communications.

[BibT_eX]

[DOI]

Proceedings of the 2012 Visual Communications and Image Processing, 2012

Web image interpolation via weighted total least squares regression.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Multi-scale Spatial Error Concealment via Hybrid Bayesian Regression.

[BibT_eX]

[DOI]

Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

The scale of edges.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Image Interpolation Via Regularized Local Linear Regression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Video indexing and recommendation based on affective analysis of viewers.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Unsupervised fast anomaly detection in crowds.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Learning heterogeneous data for hierarchical web video classification.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Side information extrapolation with temporal and spatial consistency.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Sparse representation based visual element analysis.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Video stabilization based on saliency driven SIFT matching and discriminative RANSAC.

[BibT_eX]

[DOI]

Proceedings of the ICIMCS 2011, 2011

Contextual dictionaries for image super resolution.

[BibT_eX]

[DOI]

Proceedings of the ICIMCS 2011, 2011

A spatiotemporal context phrase description for general dynamic texture.

[BibT_eX]

[DOI]

Proceedings of the ICIMCS 2011, 2011

Transductive Regression with Local and Global Consistency for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

2010

A rotation and scale invariant texture description approach.

[BibT_eX]

[DOI]

Proceedings of the Visual Communications and Image Processing 2010, 2010

Side information enhancement via texture and motion activity analysis in distributed video coding.

[BibT_eX]

[DOI]

Proceedings of the Visual Communications and Image Processing 2010, 2010

Image interpolation via regularized local linear regression.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2010

A Fast Video Transcoder from Wyner-Ziv to AVS.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Saliency detection based on short-term sparse representation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Visual saliency as sequential eye fixation probability.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

A robust texture descriptor using multifractal analysis with Gabor filter.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

Visual topic model for web image annotation.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

Exploring statistical properties for semantic annotation: sparse distributed and convergent assumptions for keywords.

[BibT_eX]

[DOI]