Junjun Jiang

According to our database1, Junjun Jiang authored at least 261 papers between 2012 and 2024.

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Bibliography

2024
Omniscient Video Super-Resolution with Explicit-Implicit Alignment.
ACM Trans. Multim. Comput. Commun. Appl., May, 2024

Reciprocal transformer for hyperspectral and multispectral image fusion.
Inf. Fusion, April, 2024

Rethinking Prior-Guided Face Super-Resolution: A New Paradigm With Facial Component Prior.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Structure-Texture Dual Preserving for Remote Sensing Image Super Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Unveiling the Depths: A Multi-Modal Fusion Framework for Challenging Scenarios.
CoRR, 2024

SDGE: Stereo Guided Depth Estimation for 360° Camera Sets.
CoRR, 2024

A Comprehensive Survey on 3D Content Generation.
CoRR, 2024

Semantic Ensemble Loss and Latent Refinement for High-Fidelity Neural Image Compression.
CoRR, 2024

Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning.
CoRR, 2024

HiCAST: Highly Customized Arbitrary Style Transfer with Adapter Enhanced Diffusion Models.
CoRR, 2024

Transforming Image Super-Resolution: A ConvFormer-based Efficient Approach.
CoRR, 2024

2023
Learning a 3D-CNN and Transformer prior for hyperspectral image super-resolution.
Inf. Fusion, December, 2023

DepthFormer: Exploiting Long-range Correlation and Local Information for Accurate Monocular Depth Estimation.
Mach. Intell. Res., December, 2023

Super-Resolving Face Image by Facial Parsing Information.
IEEE Trans. Biom. Behav. Identity Sci., October, 2023

Self-Supervised Arbitrary-Scale Implicit Point Clouds Upsampling.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Multi-Scale Hybrid Fusion Network for Single Image Deraining.
IEEE Trans. Neural Networks Learn. Syst., July, 2023

Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

FaceFormer: Aggregating Global and Local Representation for Face Hallucination.
IEEE Trans. Circuits Syst. Video Technol., June, 2023

ZMFF: Zero-shot multi-focus image fusion.
Inf. Fusion, April, 2023

Loop Closure Detection via Locality Preserving Matching With Global Consensus.
IEEE CAA J. Autom. Sinica, February, 2023

Unsupervised Deep Exemplar Colorization via Pyramid Dual Non-Local Attention.
IEEE Trans. Image Process., 2023

DCTNet: A Heterogeneous Dual-Branch Multi-Cascade Network for Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas., 2023

Progressive Token Reduction and Compensation for Hyperspectral Image Representation.
IEEE Trans. Geosci. Remote. Sens., 2023

Spectral-Spatial and Superpixelwise Unsupervised Linear Discriminant Analysis for Feature Extraction and Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Rethinking 3D-CNN in Hyperspectral Image Super-Resolution.
Remote. Sens., 2023

Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network.
IEEE CAA J. Autom. Sinica, 2023

Guided Depth Map Super-Resolution: A Survey.
ACM Comput. Surv., 2023

Deep Learning-based Face Super-resolution: A Survey.
ACM Comput. Surv., 2023

On the Dynamics Under the Unhinged Loss and Beyond.
CoRR, 2023

Dynamic Association Learning of Self-Attention and Convolution in Image Restoration.
CoRR, 2023

Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration.
CoRR, 2023

Fully 1×1 Convolutional Network for Lightweight Image Super-Resolution.
CoRR, 2023

The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation.
CoRR, 2023

Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study.
CoRR, 2023

Image Deblurring by Exploring In-depth Properties of Transformer.
CoRR, 2023

Incorporating Transformer Designs into Convolutions for Lightweight Image Super-Resolution.
CoRR, 2023

Augment and Criticize: Exploring Informative Samples for Semi-Supervised Monocular 3D Object Detection.
CoRR, 2023

DAWN: Direction-aware Attention Wavelet Network for Image Deraining.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation.
Proceedings of the International Conference on Machine Learning, 2023

Learning Lossless Compression for High Bit-Depth Medical Imaging.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Large Sparse Kernels for Federated Learning.
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.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Spatial-Frequency Mutual Learning for Face Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Thermal Image Super-Resolution Challenge Results - PBVS 2023.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Robust and Scalable Gaussian Process Regression and Its Applications.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results.
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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.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Fully Unsupervised Person Re-Identification via Selective Contrastive Learning.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Dual-Path Deep Fusion Network for Face Image Hallucination.
IEEE Trans. Neural Networks Learn. Syst., 2022

Multilayer Spectral-Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2022

DBDnet: A Deep Boosting Strategy for Image Denoising.
IEEE Trans. Multim., 2022

High-Resolution Depth Maps Imaging via Attention-Based Hierarchical Multi-Modal Fusion.
IEEE Trans. Image Process., 2022

Multi-Task Interaction Learning for Spatiospectral Image Super-Resolution.
IEEE Trans. Image Process., 2022

Spectral-Spatial and Superpixelwise PCA for Unsupervised Feature Extraction of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Super-Resolution via Recurrent Feedback Embedding and Spatial-Spectral Consistency Regularization.
IEEE Trans. Geosci. Remote. Sens., 2022

A Group-Based Embedding Learning and Integration Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022

Propagating Facial Prior Knowledge for Multitask Learning in Face Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol., 2022

Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-Resolution.
IEEE Trans. Computational Imaging, 2022

Deep Unfolding Network for Spatiospectral Image Super-Resolution.
IEEE Trans. Computational Imaging, 2022

Hyperspectral Image Classification via Spectral Pooling and Hybrid Transformer.
Remote. Sens., 2022

Feature Matching for Remote-Sensing Image Registration via Neighborhood Topological and Affine Consistency.
Remote. Sens., 2022

A Progressive Fusion Generative Adversarial Network for Realistic and Consistent Video Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

U2Fusion: A Unified Unsupervised Image Fusion Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Dilated projection correction network based on autoencoder for hyperspectral image super-resolution.
Neural Networks, 2022

Learning an epipolar shift compensation for light field image super-resolution.
Inf. Fusion, 2022

Loop Closure Detection With Reweighting NetVLAD and Local Motion and Structure Consensus.
IEEE CAA J. Autom. Sinica, 2022

BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring.
IEEE CAA J. Autom. Sinica, 2022

Self-Supervised Monocular Depth Estimation via Discrete Strategy and Uncertainty.
IEEE CAA J. Autom. Sinica, 2022

ReSmooth: Detecting and Utilizing OOD Samples when Training with Data Augmentation.
CoRR, 2022

BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation.
CoRR, 2022

Exploiting the Potential of Datasets: A Data-Centric Approach for Model Robustness.
CoRR, 2022

Multi-Camera Collaborative Depth Prediction via Consistent Structure Estimation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Hybrid Conditional Deep Inverse Tone Mapping.
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.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

DANet: Image Deraining via Dynamic Association Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Prototype-Anchored Learning for Learning with Imperfect Annotations.
Proceedings of the International Conference on Machine Learning, 2022

Learning Towards The Largest Margins.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion.
Proceedings of the Computer Vision - ECCV 2022, 2022

LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile Devices.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-training.
Proceedings of the Computer Vision - ECCV 2022, 2022


Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022



GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting.
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.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Spatial-Temporal Space Hand-in-Hand: Spatial-Temporal Video Super-Resolution via Cycle-Projected Mutual Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Local Surface Descriptor for Geometry and Feature Preserved Mesh Denoising.
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.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Towards End-to-End Image Compression and Analysis with Transformers.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Rain-Free and Residue Hand-in-Hand: A Progressive Coupled Network for Real-Time Image Deraining.
IEEE Trans. Image Process., 2021

Multi-Stage Degradation Homogenization for Super-Resolution of Face Images With Extreme Degradations.
IEEE Trans. Image Process., 2021

SDPNet: A Deep Network for Pan-Sharpening With Enhanced Information Representation.
IEEE Trans. Geosci. Remote. Sens., 2021

Decomposition Makes Better Rain Removal: An Improved Attention-Guided Deraining Network.
IEEE Trans. Circuits Syst. Video Technol., 2021

SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization.
IEEE Trans. Computational Imaging, 2021

Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing.
IEEE Trans. Computational Imaging, 2021

Ranking list preservation for feature matching.
Pattern Recognit., 2021

MPIN: a macro-pixel integration network for light field super-resolution.
Frontiers Inf. Technol. Electron. Eng., 2021

Multi-Level Memory Compensation Network for Rain Removal via Divide-and-Conquer Strategy.
IEEE J. Sel. Top. Signal Process., 2021

Image fusion meets deep learning: A survey and perspective.
Inf. Fusion, 2021

Image Matching from Handcrafted to Deep Features: A Survey.
Int. J. Comput. Vis., 2021

Deep Attentional Guided Image Filtering.
CoRR, 2021

A Practical Contrastive Learning Framework for Single Image Super-Resolution.
CoRR, 2021

Weakly-Supervised Monocular Depth Estimationwith Resolution-Mismatched Data.
CoRR, 2021

TANet: A new Paradigm for Global Face Super-resolution via Transformer-CNN Aggregation Network.
CoRR, 2021

Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution.
CoRR, 2021

BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring.
CoRR, 2021

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

Improving Hyperspectral Super-Resolution via Heterogeneous Knowledge Distillation.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Target-guided Adaptive Base Class Reweighting for Few-Shot Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Face Hallucination via Split-Attention in Split-Attention Network.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Asymmetric Loss Functions for Learning with Noisy Labels.
Proceedings of the 38th International Conference on Machine Learning, 2021

Heatmap-Aware Pyramid Face Hallucination.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Zero-Shot Multi-Focus Image Fusion.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Learning with Noisy Labels via Sparse Regularization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Omniscient Video Super-Resolution.
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.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
ATMFN: Adaptive-Threshold-Based Multi-Model Fusion Network for Compressed Face Hallucination.
IEEE Trans. Multim., 2020

Learning Sparse and Identity-Preserved Hidden Attributes for Person Re-Identification.
IEEE Trans. Image Process., 2020

DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion.
IEEE Trans. Image Process., 2020

Robust Feature Matching Using Spatial Clustering With Heavy Outliers.
IEEE Trans. Image Process., 2020

Robust Face Super-Resolution via Position Relation Model Based on Global Face Context.
IEEE Trans. Image Process., 2020

Image Superresolution via Dense Discriminative Network.
IEEE Trans. Ind. Electron., 2020

Adaptive MultiScale Segmentations for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Ensemble Super-Resolution With a Reference Dataset.
IEEE Trans. Cybern., 2020

Context-Patch Face Hallucination Based on Thresholding Locality-Constrained Representation and Reproducing Learning.
IEEE Trans. Cybern., 2020

Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery.
IEEE Trans. Computational Imaging, 2020

Hierarchical dense recursive network for image super-resolution.
Pattern Recognit., 2020

Noisy practical facial super-resolution method via deformable constrained model with small dataset.
Multim. Tools Appl., 2020

Pan-GAN: An unsupervised pan-sharpening method for remote sensing image fusion.
Inf. Fusion, 2020

Infrared and visible image fusion via detail preserving adversarial learning.
Inf. Fusion, 2020

Global-local fusion network for face super-resolution.
Neurocomputing, 2020

Unsupervised Constrative Person Re-identification.
CoRR, 2020

Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis.
CoRR, 2020

Optimizing Hydrography Ontology Alignment Through Compact Particle Swarm Optimization Algorithm.
Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Lyrics-Conditioned Neural Melody Generation.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Single Image Deraining via Scale-space Invariant Attention Neural Network.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Semi-Supervised Graph Convolutional Hashing Network For Large-Scale Cross-Modal Retrieval.
Proceedings of the IEEE International Conference on Image Processing, 2020

ADRN: Attention-Based Deep Residual Network for Hyperspectral Image Denoising.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Parsing Map Guided Multi-Scale Attention Network For Face Hallucination.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Attention-Guided Deraining Network Via Stage-Wise Learning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Geometric Estimation via Robust Subspace Recovery.
Proceedings of the Computer Vision - ECCV 2020, 2020

Multi-Scale Progressive Fusion Network for Single Image Deraining.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

FusionDN: A Unified Densely Connected Network for Image Fusion.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Semisupervised Discriminant Multimanifold Analysis for Action Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2019

Nonrigid Point Set Registration With Robust Transformation Learning Under Manifold Regularization.
IEEE Trans. Neural Networks Learn. Syst., 2019

Incremental Re-Identification by Cross-Direction and Cross-Ranking Adaption.
IEEE Trans. Multim., 2019

Multi-Correlation Filters With Triangle-Structure Constraints for Object Tracking.
IEEE Trans. Multim., 2019

Multi-Memory Convolutional Neural Network for Video Super-Resolution.
IEEE Trans. Image Process., 2019

LMR: Learning a Two-Class Classifier for Mismatch Removal.
IEEE Trans. Image Process., 2019

Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis.
IEEE Trans. Image Process., 2019

Edge-Enhanced GAN for Remote Sensing Image Superresolution.
IEEE Trans. Geosci. Remote. Sens., 2019

Multiscale Locality and Rank Preservation for Robust Feature Matching of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Image Classification in the Presence of Noisy Labels.
IEEE Trans. Geosci. Remote. Sens., 2019

Satellite Image Super-Resolution via Multi-Scale Residual Deep Neural Network.
Remote. Sens., 2019

Label Noise Cleansing with Sparse Graph for Hyperspectral Image Classification.
Remote. Sens., 2019

Laplacian Regularized Spatial-Aware Collaborative Graph for Discriminant Analysis of Hyperspectral Imagery.
Remote. Sens., 2019

Feature-guided Gaussian mixture model for image matching.
Pattern Recognit., 2019

A non-parametric depth modification model for registration between color and depth images.
Multidimens. Syst. Signal Process., 2019

Trilateral Smooth Filtering for Hyperspectral Image Feature Extraction.
IEEE Geosci. Remote. Sens. Lett., 2019

Face hallucination through differential evolution parameter map learning with facial structure prior.
Inf. Sci., 2019

FusionGAN: A generative adversarial network for infrared and visible image fusion.
Inf. Fusion, 2019

Locality Preserving Matching.
Int. J. Comput. Vis., 2019

Deep Segmentation Domain Adaptation Network With Weighted Boundary Constraint.
IEEE Access, 2019

IEEE Access Special Section Editorial: Advanced Data Analytics for Large-Scale Complex Data Environments.
IEEE Access, 2019

SuperBF: Superpixel-Based Bilateral Filtering Algorithm and Its Application in Feature Extraction of Hyperspectral Images.
IEEE Access, 2019

Event-Oriented Wiki Document Generation.
Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multi-Scale Depthwise Separable Convolutional Neural Network for Hyperspectral Image Classification.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2019

Hyperspectral Image Super-Resolution Using Multi-scale Feature Pyramid Network.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2019

GAN-Based Multi-level Mapping Network for Satellite Imagery Super-Resolution.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019


AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Image Super-resolution via Deep Aggregation Network.
Proceedings of the IEEE International Conference on Acoustics, 2019



2018
Guided Locality Preserving Feature Matching for Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens., 2018

SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

Person Reidentification via Discrepancy Matrix and Matrix Metric.
IEEE Trans. Cybern., 2018

A Progressively Enhanced Network for Video Satellite Imagery Superresolution.
IEEE Signal Process. Lett., 2018

Noise robust face hallucination algorithm using local content prior based error shrunk nearest neighbors representation.
Signal Process., 2018

Spectral-Spatial Feature Extraction of Hyperspectral Images Based on Propagation Filter.
Sensors, 2018

Deep Distillation Recursive Network for Remote Sensing Imagery Super-Resolution.
Remote. Sens., 2018

Rectangular-Normalized Superpixel Entropy Index for Image Quality Assessment.
Entropy, 2018

Group Embedding for Face Hallucination.
IEEE Access, 2018

Reinforcing Pedestrian Parsing on Small Scale Dataset.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Nonlinear Contextual Face Hallucination.
Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018

Visual Homing via Guided Locality Preserving Matching.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Face Hallucination Using Manifold-Regularized Group Locality-Constrained Representation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Feature Matching Based on Top K Rank Similarity.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Residual Learning for Face Sketch Synthesis.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means.
IEEE Trans. Multim., 2017

SRLSP: A Face Image Super-Resolution Algorithm Using Smooth Regression With Local Structure Prior.
IEEE Trans. Multim., 2017

Noise Robust Face Image Super-Resolution Through Smooth Sparse Representation.
IEEE Trans. Cybern., 2017

Multiscale Union Regions Adaptive Sparse Representation for Hyperspectral Image Classification.
Remote. Sens., 2017

HRM graph constrained dictionary learning for face image super-resolution.
Multim. Tools Appl., 2017

Action recognition from depth sequences using weighted fusion of 2D and 3D auto-correlation of gradients features.
Multim. Tools Appl., 2017

Supervised Gaussian Process Latent Variable Model for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

Feature guided Gaussian mixture model with semi-supervised EM and local geometric constraint for retinal image registration.
Inf. Sci., 2017

Statistical Inference of Gaussian-Laplace Distribution for Person Verification.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Locality Preserving Matching.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A unified model for improving depth accuracy in kinect sensor.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

DLML: Deep linear mappings learning for face super-resolution with nonlocal-patch.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Context-patch based face hallucination via thresholding locality-constrained representation and reproducing learning.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Face hallucination using region-based deep convolutional networks.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Zero-Shot Person Re-identification via Cross-View Consistency.
IEEE Trans. Multim., 2016

Facial Image Hallucination Through Coupled-Layer Neighbor Embedding.
IEEE Trans. Circuits Syst. Video Technol., 2016

CDMMA: Coupled discriminant multi-manifold analysis for matching low-resolution face images.
Signal Process., 2016

Heteroskedasticity tuned mixed-norm sparse regularization for face hallucination.
Multim. Tools Appl., 2016

Noise robust position-patch based face super-resolution via Tikhonov regularized neighbor representation.
Inf. Sci., 2016

Hyperspectral image denoising with segmentation-based low rank representation.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Multimodal retinal image registration using edge map and feature guided Gaussian mixture model.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Smooth sparse representation for noise robust face super-resolution.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Face Image Super-Resolution Through Improved Neighbor Embedding.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

3D Action Recognition Using Multi-Temporal Depth Motion Maps and Fisher Vector.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Scale-Adaptive Low-Resolution Person Re-Identification via Learning a Discriminating Surface.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Robust image matching via feature guided Gaussian mixture model.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

L1-L1 norms for face super-resolution with mixed Gaussian-impulse noise.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Hyperspectral image classification using set-to-set distance.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Robust Feature Matching for Remote Sensing Image Registration via Locally Linear Transforming.
IEEE Trans. Geosci. Remote. Sens., 2015

Person Re-identification Using Data-Driven Metric Adaptation.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Coupled Discriminant Multi-Manifold Analysis with Application to Low-Resolution Face Recognition.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Gradient Local Auto-Correlations and Extreme Learning Machine for Depth-Based Activity Recognition.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Locally regularized Anchored Neighborhood Regression for fast Super-Resolution.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Face hallucination via Cauchy regularized sparse representation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Hyperspectral image classification using Gradient Local Auto-Correlations.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Low-Resolution and Low-Quality Face Super-Resolution in Monitoring Scene via Support-Driven Sparse Coding.
J. Signal Process. Syst., 2014

Noise Robust Face Hallucination via Locality-Constrained Representation.
IEEE Trans. Multim., 2014

Face Super-Resolution via Multilayer Locality-Constrained Iterative Neighbor Embedding and Intermediate Dictionary Learning.
IEEE Trans. Image Process., 2014

Face Hallucination Via Weighted Adaptive Sparse Regularization.
IEEE Trans. Circuits Syst. Video Technol., 2014

Face image super-resolution through locality-induced support regression.
Signal Process., 2014

Efficient single image super-resolution via graph-constrained least squares regression.
Multim. Tools Appl., 2014

Noise robust face hallucination employing Gaussian-Laplacian mixture model.
Neurocomputing, 2014

Noise Face Image Hallucination via Data-Driven Local Eigentransformation.
Proceedings of the Advances in Multimedia Information Processing - PCM 2014, 2014

Efficient learning based face hallucination approach via facial standard deviation prior.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Face hallucination via re-identified K-nearest neighbors embedding.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Gabor-based patch covariance matrix for face sketch synthesis.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Face Image Superresolution via Locality Preserving Projection and Sparse Coding.
J. Softw., 2013

Two-step superresolution approach for surveillance face image through radial basis function-partial least squares regression and locality-induced sparse representation.
J. Electronic Imaging, 2013

From local representation to global face hallucination: A novel super-resolution method by nonnegative feature transformation.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Robust super-resolution for face images via principle component sparse representation and least squares regression.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Support-driven sparse coding for face hallucination.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Locality-constraint iterative neighbor embedding for face hallucination.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Coupled-layer neighbor embedding for surveillance face hallucination.
Proceedings of the IEEE International Conference on Image Processing, 2013

A joint learning based face hallucination approach for low quality face image.
Proceedings of the IEEE International Conference on Image Processing, 2013

Face hallucination via weighted sparse representation.
Proceedings of the IEEE International Conference on Acoustics, 2013

Manifold regularized sparse support regression for single image super-resolution.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Face image super-resolution via nearest feature line.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Surveillance face hallucination via variable selection and manifold learning.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Face hallucination via K-selection mean constrained sparse representation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Position-Patch Based Face Hallucination via Locality-Constrained Representation.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Efficient Single Image Super-Resolution via Graph Embedding.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Enhanced Principal Component Using Polar Coordinate PCA for Stereo Audio Coding.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Graph discriminant analysis on multi-manifold (GDAMM): A novel super-resolution method for face recognition.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A super-resolution method for low-quality face image through RBF-PLS regression and neighbor embedding.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012


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