Standout Papers
Citation Impact
Citing Papers
Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence
2020 Standout
State-of-the-art in artificial neural network applications: A survey
2018 Standout
Diagnostic accuracy of deep learning in medical imaging: a systematic review and meta-analysis
2021 Standout
Ensemble sparse classification of Alzheimer's disease
2012
Deep learning-based automated detection of retinal diseases using optical coherence tomography images
2019
Local Linear Discriminant Analysis Framework Using Sample Neighbors
2011
Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis
2014 Standout
Retrieval of Brain Tumors by Adaptive Spatial Pooling and Fisher Vector Representation
2016
Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images
2021
Accelerated low-rank representation for subspace clustering and semi-supervised classification on large-scale data
2018
Efficacy of a Deep Learning System for Detecting Glaucomatous Optic Neuropathy Based on Color Fundus Photographs
2018
Brain tumor classification using deep CNN features via transfer learning
2019 Standout
Prospers and Obstacles in Using Artificial Intelligence in Saudi Arabia Higher Education Institutions—The Potential of AI-Based Learning Outcomes
2023 Standout
A Greedy Deep Learning Method for Medical Disease Analysis
2018
Discriminative Transfer Learning Using Similarities and Dissimilarities
2017
How deep learning extracts and learns leaf features for plant classification
2017 Standout
Sparse Representation of Monogenic Signal: With Application to Target Recognition in SAR Images
2014
Robust Latent Subspace Learning for Image Classification
2017
Robust Visual Tracking via Online Discriminative and Low-Rank Dictionary Learning
2017
Big Data Analytics in Operations Management
2017 Standout
Robust Representation and Recognition of Facial Emotions Using Extreme Sparse Learning
2015
Literature review of Industry 4.0 and related technologies
2018 Standout
Multi-Level Discriminative Dictionary Learning With Application to Large Scale Image Classification
2015
A Probabilistic Hierarchical Model for Multi-View and Multi-Feature Classification
2018
The nearest-farthest subspace classification for face recognition
2013
Semi-Supervised Broad Learning System Based on Manifold Regularization and Broad Network
2020 Standout
Reweighted Infrared Patch-Tensor Model With Both Nonlocal and Local Priors for Single-Frame Small Target Detection
2017 Standout
Discriminative Block-Diagonal Representation Learning for Image Recognition
2017
Discriminative graph regularized broad learning system for image recognition
2018
Squeeze-and-Excitation Networks
2019 Standout
A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior
2015 Standout
Sparsity Preserving Discriminant Projections with Applications to Face Recognition
2016
Maximum Neighborhood Margin Discriminant Projection for Classification
2014 Standout
Object Detection Based on Sparse Representation and Hough Voting for Optical Remote Sensing Imagery
2015
Hyperspectral Face Recognition With Spatiospectral Information Fusion and PLS Regression
2015
Exemplar based Deep Discriminative and Shareable Feature Learning for scene image classification
2015
Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images
2016
Deep visual domain adaptation: A survey
2018 Standout
Multi-class geospatial object detection and geographic image classification based on collection of part detectors
2014 Standout
Deep Multi-Modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges
2020 Standout
Visual Domain Adaptation: A survey of recent advances
2015
Low-Rank Latent Pattern Approximation with Applications to Robust Image Classification
2017
GreenSea: Visual Soccer Analysis Using Broad Learning System
2020 Standout
Marginal Representation Learning With Graph Structure Self-Adaptation
2017
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
2021 Standout
Review on Generative Adversarial Networks: Focusing on Computer Vision and Its Applications
2021 Standout
Learning from Uncertainty for Big Data: Future Analytical Challenges and Strategies
2016
PCA-based dictionary building for accurate facial expression recognition via sparse representation
2014
Plant identification using leaf shapes—A pattern counting approach
2015
A Probabilistic Collaborative Representation Based Approach for Pattern Classification
2016
Classification on the Monogenic Scale Space: Application to Target Recognition in SAR Image
2015
Clustering with similarity preserving
2019
The Misgendering Machines
2018
An improved initialization method of D-KSVD algorithm for bearing fault diagnosis
2017
An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings
2019 Standout
Large-Scale Multi-View Subspace Clustering in Linear Time
2020 Standout
Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art
2016 Standout
A Novel Geometric Dictionary Construction Approach for Sparse Representation Based Image Fusion
2017
Discriminant sparse neighborhood preserving embedding for face recognition
2012
Infrared and visible image fusion methods and applications: A survey
2018 Standout
GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition
2019 Standout
Adaptive weighted nonnegative low-rank representation
2018
Semi-Supervised Sparse Representation Based Classification for Face Recognition With Insufficient Labeled Samples
2017
Weighted sparse coding regularized nonconvex matrix regression for robust face recognition
2017
Learning Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection
2018
Low-Rank Preserving Projection Via Graph Regularized Reconstruction
2018
Improving sparsity of coefficients for robust sparse and collaborative representation-based image classification
2017
Using Machine Learning to Identify Diseases and Perform Sorting in Apple Fruit
2024 Standout
PCSGAN: Perceptual cyclic-synthesized generative adversarial networks for thermal and NIR to visible image transformation
2020
Improvement of Support Vector Machine Algorithm in Big Data Background
2021 Standout
Can AI Help in Screening Viral and COVID-19 Pneumonia?
2020 Standout
Robust Sparse Linear Discriminant Analysis
2018 Standout
Content-Based Brain Tumor Retrieval for MR Images Using Transfer Learning
2019
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Incomplete Multiview Spectral Clustering With Adaptive Graph Learning
2018 Standout
A Survey of Sparse Representation: Algorithms and Applications
2015
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild
2017 Standout
A survey on object detection in optical remote sensing images
2016 Standout
Robust Subspace Segmentation Via Low-Rank Representation
2013
Discriminative Dictionary Learning With Two-Level Low Rank and Group Sparse Decomposition for Image Classification
2016
Comprehensive Review of Artificial Neural Network Applications to Pattern Recognition
2019 Standout
SCAN: Self-and-Collaborative Attention Network for Video Person Re-Identification
2019
Efficient, simultaneous detection of multi-class geospatial targets based on visual saliency modeling and discriminative learning of sparse coding
2014
Computer vision and deep learning techniques for pedestrian detection and tracking: A survey
2018 Standout
Recent advances in convolutional neural networks
2017 Standout
Generative multi-view and multi-feature learning for classification
2018
Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation
2017
A Hybrid Model Combining Learning Distance Metric and DAG Support Vector Machine for Multimodal Biometric Recognition
2020
Activation functions in deep learning: A comprehensive survey and benchmark
2022 Standout
Detection of Pitting in Gears Using a Deep Sparse Autoencoder
2017
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
2018 Standout
Object Detection With Deep Learning: A Review
2019 Standout
An Improved Ant Colony Optimization Algorithm Based on Hybrid Strategies for Scheduling Problem
2019 Standout
Object Detection in 20 Years: A Survey
2023 Standout
Modern Trends in Hyperspectral Image Analysis: A Review
2018 Standout
Sparse coding based visual tracking: Review and experimental comparison
2012
Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks
2016
Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization
2018 Standout
Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition
2013
Nearest Regularized Subspace for Hyperspectral Classification
2013
A survey of transfer learning
2016 Standout
Object Tracking Benchmark
2015 Standout
Attention mechanisms in computer vision: A survey
2022 Standout
CSGAN: Cyclic-Synthesized Generative Adversarial Networks for image-to-image transformation
2020
Target Classification Using the Deep Convolutional Networks for SAR Images
2016 Standout
Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks
2016 Standout
Cloud-based scalable object detection and classification in video streams
2017
DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning
2015
Face Sketch–Photo Synthesis and Retrieval Using Sparse Representation
2012
A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images
2014
Face Alignment With Deep Regression
2016
Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
2016 Standout
Works of Meng Yang being referenced
Monogenic Binary Coding: An Efficient Local Feature Extraction Approach to Face Recognition
2012
Relaxed collaborative representation for pattern classification
2012
Latent Dictionary Learning for Sparse Representation Based Classification
2014
Sparse representation or collaborative representation: Which helps face recognition?
2011 Standout
On the Dimensionality Reduction for Sparse Representation Based Face Recognition
2010
Robust sparse coding for face recognition
2011
Fisher Discrimination Dictionary Learning for sparse representation
2011
Joint representation and pattern learning for robust face recognition
2015
Triple-translation GAN with multi-layer sparse representation for face image synthesis
2019
Sparse Variation Dictionary Learning for Face Recognition with a Single Training Sample per Person
2013
Fast and robust face recognition via coding residual map learning based adaptive masking
2013
Robust Kernel Representation With Statistical Local Features for Face Recognition
2013
Metaface learning for sparse representation based face recognition
2010
Sparse Representation Based Fisher Discrimination Dictionary Learning for Image Classification
2014
3D Ear Identification Using Block-Wise Statistics-Based Features and LC-KSVD
2016