Jing-Hao Xue

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

VPCFormer: A transformer-based multi-view finger vein recognition model and a new benchmark.

[BibT_eX]

[DOI]

Pattern Recognit., April, 2024

A Survey on Deep Generative 3D-aware Image Synthesis.

[BibT_eX]

[DOI]

ACM Comput. Surv., April, 2024

Toward Certified Robustness of Distance Metric Learning.

[BibT_eX]

[DOI]

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

Dual Correlation Network for Efficient Video Semantic Segmentation.

[BibT_eX]

[DOI]

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

When Sparse Neural Network Meets Label Noise Learning: A Multistage Learning Framework.

[BibT_eX]

[DOI]

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

Exploit the Best of Both End-to-End and Map-Based Methods for Multi-Focus Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

DeGCN: Deformable Graph Convolutional Networks for Skeleton-Based Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Relationship-Guided Knowledge Transfer for Class-Incremental Facial Expression Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

DREAM: Visual Decoding from REversing HumAn Visual SysteM.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Customizing 360-Degree Panoramas through Text-to-Image Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Spatial-Contextual Discrepancy Information Compensation for GAN Inversion.

[BibT_eX]

[DOI]

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

High-Order Structure Based Middle-Feature Learning for Visible-Infrared Person Re-identification.

[BibT_eX]

[DOI]

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

2023

Locally-Enriched Cross-Reconstruction for Few-Shot Fine-Grained Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., December, 2023

Drop Loss for Person Attribute Recognition With Imbalanced Noisy-Labeled Samples.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., November, 2023

TROSD: A New RGB-D Dataset for Transparent and Reflective Object Segmentation in Practice.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., October, 2023

SPL-Net: Spatial-Semantic Patch Learning Network for Facial Attribute Recognition with Limited Labeled Data.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., August, 2023

Deep metric learning for few-shot image classification: A Review of recent developments.

[BibT_eX]

[DOI]

Pattern Recognit., June, 2023

Automatic 3D joint erosion detection for the diagnosis and monitoring of rheumatoid arthritis using hand HR-pQCT images.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., June, 2023

Statistical hypothesis testing as a novel perspective of pooling for image quality assessment.

[BibT_eX]

[DOI]

Signal Process. Image Commun., May, 2023

On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector Variables.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., April, 2023

The neglected background cues can facilitate finger vein recognition.

[BibT_eX]

[DOI]

Pattern Recognit., April, 2023

GAN Inversion: A Survey.

[BibT_eX]

[DOI]

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

APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Single-Sample Finger Vein Recognition via Competitive and Progressive Sparse Representation.

[BibT_eX]

[DOI]

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

Discriminant Feature Extraction by Generalized Difference Subspace.

[BibT_eX]

[DOI]

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

ReNAP: Relation network with adaptiveprototypical learning for few-shot classification.

[BibT_eX]

[DOI]

Neurocomputing, 2023

Spatial-Contextual Discrepancy Information Compensation for GAN Inversion.

[BibT_eX]

[DOI]

CoRR, 2023

Learning Meta Soft Prompt for Few-Shot Language Models.

[BibT_eX]

[DOI]

Jen-Tzung Chien

Ming-Yen Chen

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022

GenDet: Meta Learning to Generate Detectors From Few Shots.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Deep Learning in Lane Marking Detection: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Efficient Semantic Segmentation via Self-Attention and Self-Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Defocus Image Deblurring Network With Defocus Map Estimation as Auxiliary Task.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

SSL++: Improving Self-Supervised Learning by Mitigating the Proxy Task-Specificity Problem.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Deep Multi-Task Multi-Label CNN for Effective Facial Attribute Classification.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2022

Constrained mutual convex cone method for image set based recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Advanced Dropout: A Model-Free Methodology for Bayesian Dropout Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

A Spectral-Spatial Jointed Spectral Super-Resolution and Its Application to HJ-1A Satellite Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

ASSP: An adaptive sample statistics-based pooling for full-reference image quality assessment.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Adaptive Deep Disturbance-Disentangled Learning for Facial Expression Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

A Survey on 3D-aware Image Synthesis.

[BibT_eX]

[DOI]

CoRR, 2022

GAN Inversion for Consistent Video Interpolation and Manipulation.

[BibT_eX]

[DOI]

CoRR, 2022

Dimension reduction for high-dimensional small counts with KL divergence.

[BibT_eX]

[DOI]

Yurong Ling

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework.

[BibT_eX]

[DOI]

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

2021

Class-Variant Margin Normalized Softmax Loss for Deep Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

IncDet: In Defense of Elastic Weight Consolidation for Incremental Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

A Polarization-Imaging-Based Machine Learning Framework for Quantitative Pathological Diagnosis of Cervical Precancerous Lesions.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2021

Ripple-GAN: Lane Line Detection With Ripple Lane Line Detection Network and Wasserstein GAN.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference in Image Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Semantic-Aware Occlusion-Robust Network for Occluded Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Domain Fingerprints for No-Reference Image Quality Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Non-Local Aggregation for RGB-D Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

Generalisations of stochastic supervision models.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Guest Editorial: Special issue on deep learning with small samples.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Cali-sketch: Stroke calibration and completion for high-quality face image generation from human-like sketches.

[BibT_eX]

[DOI]

Neurocomputing, 2021

3D-TDC: A 3D temporal dilation convolution framework for video action recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2021

TSingNet: Scale-aware and context-rich feature learning for traffic sign detection and recognition in the wild.

[BibT_eX]

[DOI]

Neurocomputing, 2021

A concise review of recent few-shot meta-learning methods.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Mutual-learning sequence-level knowledge distillation for automatic speech recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Deep InterBoost networks for small-sample image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2021

RFRN: A recurrent feature refinement network for accurate and efficient scene text detection.

[BibT_eX]

[DOI]

Guanyu Deng

Yue Ming

Neurocomputing, 2021

Deep Metric Learning for Few-Shot Image Classification: A Selective Review.

[BibT_eX]

[DOI]

CoRR, 2021

SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes.

[BibT_eX]

[DOI]

CoRR, 2021

Towards Open-World Text-Guided Face Image Generation and Manipulation.

[BibT_eX]

[DOI]

CoRR, 2021

Dimension reduction for data with heterogeneous missingness.

[BibT_eX]

[DOI]

Yurong Ling

Zijing Liu

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Small-Vote Sample Selection for Label-Noise Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

How Video Super-Resolution and Frame Interpolation Mutually Benefit.

[BibT_eX]

[DOI]

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

D³Net: Dual-Branch Disturbance Disentangling Network for Facial Expression Recognition.

[BibT_eX]

[DOI]

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

Hourglass Face Detector for Hard Face.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Group Fisher Pruning for Practical Network Compression.

[BibT_eX]

[DOI]

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

EFRNet: A Lightweight Network with Efficient Feature Fusion and Refinement for Real-Time Semantic Segmentation.

[BibT_eX]

[DOI]

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

RGB Guided Depth Map Super-Resolution with Coupled U-Net.

[BibT_eX]

[DOI]

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

Better Stereo Matching From Simple Yet Effective Wrangling of Deep Features.

[BibT_eX]

[DOI]

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

Disparity Estimation with Scene Depth Cues.

[BibT_eX]

[DOI]

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

Towards Impartial Multi-task Learning.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

CLUSAC: Clustering Sample Consensus for Fundamental Matrix Estimation.

[BibT_eX]

[DOI]

Xuanyu Xiao

Zongqing Lu

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Parallax Contextual Representations For Stereo Matching.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Enhance Via Decoupling: Improving Multi-Label Classifiers With Variational Feature Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

TediGAN: Text-Guided Diverse Face Image Generation and Manipulation.

[BibT_eX]

[DOI]

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

Learning Spatial-Semantic Relationship for Facial Attribute Recognition With Limited Labeled Data.

[BibT_eX]

[DOI]

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

FETNet: Feature Exchange Transformer Network for RGB-D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Lane Line Detection based on Parallel Spatial Separation Convolution.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

A Novel Separating Hyperplane Classification Framework to Unify Nearest-Class-Model Methods for High-Dimensional Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Guest Editorial Special Issue on Recent Advances in Theory, Methodology, and Applications of Imbalanced Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Bi-Stream Pose-Guided Region Ensemble Network for Fingertip Localization From Stereo Images.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Insights Into Multiple/Single Lower Bound Approximation for Extended Variational Inference in Non-Gaussian Structured Data Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

An Equalized Margin Loss for Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

LCSCNet: Linear Compressing-Based Skip-Connecting Network for Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

An α-Matte Boundary Defocus Model-Based Cascaded Network for Multi-Focus Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

OSLNet: Deep Small-Sample Classification With an Orthogonal Softmax Layer.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Hyperspectral and Multispectral Image Fusion Using Optimized Twin Dictionaries.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Special Issue on Advances in Statistical Methods-based Visual Quality Assessment.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2020

Inter-class angular margin loss for face recognition.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2020

Hyperspectral image denoising based on low-rank coefficients and orthonormal dictionary.

[BibT_eX]

[DOI]

Fanlong Zhang

Guowei Yang

Signal Process., 2020

Adjusting the imbalance ratio by the dimensionality of imbalanced data.

[BibT_eX]

[DOI]

Yiwen Guo

Pattern Recognit. Lett., 2020

Real-MFF: A large realistic multi-focus image dataset with ground truth.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Data-augmented matched subspace detector for hyperspectral subpixel target detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Enhanced Grassmann discriminant analysis with randomized time warping for motion recognition.

[BibT_eX]

[DOI]

Lincon Sales de Souza

Bernardo B. Gatto

Kazuhiro Fukui

Pattern Recognit., 2020

Defocus map estimation from a single image using improved likelihood feature and edge-based basis.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Learning Local Metrics and Influential Regions for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Unsupervised multi-domain multimodal image-to-image translation with explicit domain-constrained disentanglement.

[BibT_eX]

[DOI]

Neural Networks, 2020

Deep learning for image super-resolution.

[BibT_eX]

[DOI]

Neurocomputing, 2020

TediGAN: Text-Guided Diverse Image Generation and Manipulation.

[BibT_eX]

[DOI]

CoRR, 2020

DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference.

[BibT_eX]

[DOI]

CoRR, 2020

Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Certified Robustness of Metric Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Real-MFF Dataset: A Large Realistic Multi-focus Image Dataset with Ground Truth.

[BibT_eX]

[DOI]

CoRR, 2020

XSepConv: Extremely Separated Convolution.

[BibT_eX]

[DOI]

CoRR, 2020

Metric Learning for Categorical and Ambiguous Features: An Adversarial Method.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Generalization Bound of Gradient Descent for Non-Convex Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Controllable Continuous Gaze Redirection.

[BibT_eX]

[DOI]

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

Deep Disturbance-Disentangled Learning for Facial Expression Recognition.

[BibT_eX]

[DOI]

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

Lightweight Single Image Super-Resolution Through Efficient Second-Order Attention Spindle Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

2019

Deep Learning for Single Image Super-Resolution: A Brief Review.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

FV-GAN: Finger Vein Representation Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2019

MSDH: Matched subspace detector with heterogeneous noise.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

Learning distance to subspace for the nearest subspace methods in high-dimensional data classification.

[BibT_eX]

[DOI]

Mingzhi Dong

Inf. Sci., 2019

Image-text dual neural network with decision strategy for small-sample image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2019

A hybrid finger identification pattern using Polarized depth-Weighted Binary Direction Coding.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Domain-Aware No-Reference Image Quality Assessment.

[BibT_eX]

[DOI]

CoRR, 2019

Cali-Sketch: Stroke Calibration and Completion for High-Quality Face Image Generation from Poorly-Drawn Sketches.

[BibT_eX]

[DOI]

CoRR, 2019

Discriminant analysis based on projection onto generalized difference subspace.

[BibT_eX]

[DOI]

CoRR, 2019

Soft Dropout And Its Variational Bayes Approximation.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

A New Rotation-Invariant Deep Network for 3D Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A New Approach to Automatic Clothing Matting from Mannequins.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A New Object Scene Flow Algorithm Based on Support Points Selection and Robust Moving Object Proposal.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Residual Dilated Network with Attention for Image Blind Denoising.

[BibT_eX]

[DOI]

Guanqun Hou

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

2018

Decorrelation of Neutral Vector Variables: Theory and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

SPSIM: A Superpixel-Based Similarity Index for Full-Reference Image Quality Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

On Hypothesis Testing for Comparing Image Quality Assessment Metrics [Tips & Tricks].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Cone-based joint sparse modelling for hyperspectral image classification.

[BibT_eX]

[DOI]

Signal Process., 2018

LRID: A new metric of multi-class imbalance degree based on likelihood-ratio test.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

MvSSIM: A quality assessment index for hyperspectral images.

[BibT_eX]

[DOI]

Fei Zhou

Neurocomputing, 2018

No-reference image quality assessment for photographic images based on robust statistics.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Matched shrunken subspace detectors for hyperspectral target detection.

[BibT_eX]

[DOI]

Ziyu Wang

Neurocomputing, 2018

Discriminatively guided filtering (DGF) for hyperspectral image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Deep Learning for Single Image Super-Resolution: A Brief Review.

[BibT_eX]

[DOI]

CoRR, 2018

SEA: A Combined Model for Heat Demand Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Metric Learning via Maximizing the Lipschitz Margin Ratio.

[BibT_eX]

[DOI]

CoRR, 2018

Balson: Bayesian least squares Optimization with Nonnegative L1-norm Constraint.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Spatial-Temporal Attention Res-TCN for Skeleton-Based Dynamic Hand Gesture Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Spectral Super-resolution for RGB Images using Class-based BP Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

2017

Matched Shrunken Cone Detector (MSCD): Bayesian Derivations and Case Studies for Hyperspectral Target Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Segmenting Multi-Source Images Using Hidden Markov Fields With Copula-Based Multivariate Statistical Distributions.

[BibT_eX]

[DOI]

Jérôme Lapuyade-Lahorgue

Su Ruan

IEEE Trans. Image Process., 2017

Joint sparse model-based discriminative K-SVD for hyperspectral image classification.

[BibT_eX]

[DOI]

Ziyu Wang

Jianxiong Liu

Signal Process., 2017

The matched subspace detector with interaction effects.

[BibT_eX]

[DOI]

Ziyu Wang

Pattern Recognit., 2017

On the orthogonal distance to class subspaces for high-dimensional data classification.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Building a discriminatively ordered subspace on the generating matrix to classify high-dimensional spectral data.

[BibT_eX]

[DOI]

Kazuhiro Fukui

Inf. Sci., 2017

What is the probability of replicating a statistically significant association in genome-wide association studies?

[BibT_eX]

[DOI]

Wei Jiang

Weichuan Yu

Briefings Bioinform., 2017

Transferring CNNS to multi-instance multi-label classification on small datasets.

[BibT_eX]

[DOI]

Timothy M. Hospedales

Tsukasa Ogasawara

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

2016

Sufficient Canonical Correlation Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Denoising of Hyperspectral Images Using Group Low-Rank Representation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A novel hierarchical framework for human action recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Randomized time warping for motion recognition.

[BibT_eX]

[DOI]

Chendra Hadi Suryanto

Kazuhiro Fukui

Image Vis. Comput., 2016

Combining multiple biometric traits with an order-preserving score fusion algorithm.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Latent variable pictorial structure for human pose estimation on depth images.

[BibT_eX]

[DOI]

Neurocomputing, 2016

2015

Advanced Joint Bayesian Method for Face Verification.

[BibT_eX]

[DOI]

Yicong Liang

Xiaoqing Ding

IEEE Trans. Inf. Forensics Secur., 2015

Spectral Nonlocal Restoration of Hyperspectral Images With Low-Rank Property.

[BibT_eX]

[DOI]

Mingzhi Dong

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Subcategory Clustering with Latent Feature Alignment and Filtering for Object Detection.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

Why Does Rebalancing Class-Unbalanced Data Improve AUC for Linear Discriminant Analysis?

[BibT_eX]

[DOI]

Peter Hall

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Embedding metric learning into set-based face recognition for video surveillance.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Depth-images-based pose estimation using regression forests and graphical models.

[BibT_eX]

[DOI]

Neurocomputing, 2015

MiLDA: A graph embedding approach to multi-view face recognition.

[BibT_eX]

[DOI]

Yiwen Guo

Xiaoqing Ding

Neurocomputing, 2015

2014

Detection of user-registered dog faces.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Fisher's linear discriminant embedded metric learning.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Deformable Part-Based Model Transfer for Object Detection.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2014

On selecting interacting features from high-dimensional data.

[BibT_eX]

[DOI]

Peter Hall

Comput. Stat. Data Anal., 2014

2012

Ridler and Calvard's, Kittler and Illingworth's and Otsu's methods for image thresholding.

[BibT_eX]

[DOI]

Yu-Jin Zhang

Pattern Recognit. Lett., 2012

2011

t -Tests, F -Tests and Otsu's Methods for Image Thresholding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Median-based image thresholding.

[BibT_eX]

[DOI]

Image Vis. Comput., 2011

2010

Joint discriminative-generative modelling based on statistical tests for classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2010

On the generative-discriminative tradeoff approach: Interpretation, asymptotic efficiency and classification performance.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2010

2009

Interpretation of hybrid generative/discriminative algorithms.

[BibT_eX]

[DOI]

Neurocomputing, 2009

2008

Short note on two output-dependent hidden Markov models.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

Do unbalanced data have a negative effect on LDA?

[BibT_eX]

[DOI]

Pattern Recognit., 2008

Comment on "On Discriminative vs. Generative Classifiers: A Comparison of Logistic Regression and Naive Bayes".

[BibT_eX]

[DOI]