A new method using the convolutional neural network with compressive sensing for fabric defect classification based on small sample sizes

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Front Cover

(2018)   IEEE SENSORS JOURNAL

Semisupervised Hyperspectral Image Classification Using Small Sample Sizes

(2017) Muhammet Said Aydemir et al.   IEEE Geoscience and Remote Sensing Letters

Multilevel Cloud Detection in Remote Sensing Images Based on Deep Learning

(2017) Fengying Xie et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deformable Patterned Fabric Defect Detection With Fisher Criterion-Based Deep Learning

(2017) Yundong Li et al.   IEEE Transactions on Automation Science and Engineering

Topological Analysis and Gaussian Decision Tree: Effective Representation and Classification of Biosignals of Small Sample Size

(2017) Zhifei Zhang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation

(2017) Guo-Sen Xie et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Hyperspectral image reconstruction by deep convolutional neural network for classification

(2017) Yunsong Li et al.   PATTERN RECOGNITION

WITHDRAWN: Fast compressive tracking with robust example selection based on multiple instance learning in smart and autonomous systems

(2017) Min Jia et al.   PATTERN RECOGNITION

RODEO: Robust DE-aliasing autoencOder for real-time medical image reconstruction

(2017) Janki Mehta et al.   PATTERN RECOGNITION

Texture Classification Using Dense Micro-Block Difference

(2016) Rakesh Mehta et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Face Spoofing Detection Using Colour Texture Analysis

(2016) Zinelabidine Boulkenafet et al.   IEEE Transactions on Information Forensics and Security

Magnetic Resonance Fingerprinting with compressed sensing and distance metric learning

(2016) Zhe Wang et al.   NEUROCOMPUTING

Differential evolution-based optimal Gabor filter model for fabric inspection

(2016) Le Tong et al.   NEUROCOMPUTING

Color texture classification of yarn-dyed woven fabric based on dual-side scanning and co-occurrence matrix

(2016) Binjie Xin et al.   TEXTILE RESEARCH JOURNAL

Characterization and assessment of fabric smoothness appearance based on sparse coding

(2016) Pinghua Xu et al.   TEXTILE RESEARCH JOURNAL

Modelling Australian land use competition and ecosystem services with food price feedbacks at high spatial resolution

(2015) Jeffery D. Connor et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Kernel Fukunaga–Koontz Transform Subspaces for Classification of Hyperspectral Images With Small Sample Sizes

(2015) Hamidullah Binol et al.   IEEE Geoscience and Remote Sensing Letters

A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples

(2015) Jiayi Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Fabric defect inspection using prior knowledge guided least squares regression

(2015) Junjie Cao et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Real-time and robust object tracking in video via low-rank coherency analysis in feature space

(2015) Chenglizhao Chen et al.   PATTERN RECOGNITION

Feature Extraction Using Attraction Points for Classification of Hyperspectral Images in a Small Sample Size Situation

(2014) Maryam Imani et al.   IEEE Geoscience and Remote Sensing Letters

Band Clustering-Based Feature Extraction for Classification of Hyperspectral Images Using Limited Training Samples

(2014) Maryam Imani et al.   IEEE Geoscience and Remote Sensing Letters

Texture Modeling Using Contourlets and Finite Mixtures of Generalized Gaussian Distributions and Applications

(2014) Mohand Said Allili et al.   IEEE TRANSACTIONS ON MULTIMEDIA

A thermal-based defect classification method in textile fabrics with K-nearest neighbor algorithm

(2014) Kazım Yıldız et al.   Journal of Industrial Textiles

A compressed sensing approach for efficient ensemble learning

(2014) Lin Li et al.   PATTERN RECOGNITION

Deterministic Construction of Real-Valued Ternary Sensing Matrices Using Optical Orthogonal Codes

(2013) Nam Yul Yu et al.   IEEE SIGNAL PROCESSING LETTERS

MT – BCS-Based Microwave Imaging Approach Through Minimum-Norm Current Expansion

(2013) Lorenzo Poli et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Interferer Identification in HetNets using Compressive Sensing Framework

(2013) Niranjan M Gowda et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Yarn-dyed woven defect characterization and classification using combined features and support vector machine

(2013) Wenyu Li et al.   JOURNAL OF THE TEXTILE INSTITUTE

A new method for classification of woven structure for yarn-dyed fabric

(2013) Dejun Zheng et al.   TEXTILE RESEARCH JOURNAL

Progressive Compressed Sensing and Reconstruction of Multidimensional Signals Using Hybrid Transform/Prediction Sparsity Model

(2012) G. Coluccia et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Knitted fabric defect classification for uncertain labels based on Dempster–Shafer theory of evidence

(2010) Mahdi Tabassian et al.   EXPERT SYSTEMS WITH APPLICATIONS

Compressed Sensing and Redundant Dictionaries

(2008) Holger Rauhut et al.   IEEE TRANSACTIONS ON INFORMATION THEORY