Deep CNN and geometric features-based gastrointestinal tract diseases detection and classification from wireless capsule endoscopy images

Deep Learning for Biometrics

(2018) Kalaivani Sundararajan et al.   ACM COMPUTING SURVEYS

Performance assessment of a bleeding detection algorithm for endoscopic video based on classifier fusion method and exhaustive feature selection

(2018) Farah Deeba et al.   Biomedical Signal Processing and Control

Detection and classification of citrus diseases in agriculture based on optimized weighted segmentation and feature selection

(2018) Muhammad Sharif et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Cluster based statistical feature extraction method for automatic bleeding detection in wireless capsule endoscopy video

(2018) Tonmoy Ghosh et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A novel machine learning approach for scene text extraction

(2018) Ghulam Jillani Ansari et al.   Future Generation Computer Systems-The International Journal of eScience

Big data analysis for brain tumor detection: Deep convolutional neural networks

(2018) Javeria Amin et al.   Future Generation Computer Systems-The International Journal of eScience

Appearance based pedestrians’ gender recognition by employing stacked auto encoders in deep learning

(2018) Mudassar Raza et al.   Future Generation Computer Systems-The International Journal of eScience

License number plate recognition system using entropy-based features selection approach with SVM

(2018) Muhammad Attique Khan et al.   IET Image Processing

AUTOMATED ULCER AND BLEEDING CLASSIFICATION FROM WCE IMAGES USING MULTIPLE FEATURES FUSION AND SELECTION

(2018) AMNA LIAQAT et al.   Journal of Mechanics in Medicine and Biology

Quantifying nano-pore heterogeneity and anisotropy in gas shale by synchrotron radiation nano-CT

(2018) Yingfeng Sun et al.   MICROPOROUS AND MESOPOROUS MATERIALS

An improved strategy for skin lesion detection and classification using uniform segmentation and feature selection based approach

(2018) Muhammad Nasir et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Recent advances in Big Data Analytics, Internet of Things and Machine Learning

(2018) Roshan Joy Martis et al.   Future Generation Computer Systems-The International Journal of eScience

A deep heterogeneous feature fusion approach for automatic land-use classification

(2018) Fotso Kamga Guy A. et al.   INFORMATION SCIENCES

CCDF: Automatic system for segmentation and recognition of fruit crops diseases based on correlation coefficient and deep CNN features

(2018) Muhammad Attique Khan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

WCE Abnormality Detection Based on Saliency and Adaptive Locality-Constrained Linear Coding

(2017) Yixuan Yuan et al.   IEEE Transactions on Automation Science and Engineering

A NOVEL BIOMECHANICS-BASED APPROACH FOR PERSON RE-IDENTIFICATION BY GENERATING DENSE COLOR SIFT SALIENCE FEATURES

(2017) JAMAL HUSSAIN SHAH et al.   Journal of Mechanics in Medicine and Biology

Deep learning for polyp recognition in wireless capsule endoscopy images

(2017) Yixuan Yuan et al.   MEDICAL PHYSICS

Computer-aided diagnosis system for colon abnormalities detection in wireless capsule endoscopy images

(2017) Said Charfi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A framework of human detection and action recognition based on uniform segmentation and combination of Euclidean distance and joint entropy-based features selection

(2017) Muhammad Sharif et al.   EURASIP Journal on Image and Video Processing

Convolutional Neural Network Based Clustering and Manifold Learning Method for Diabetic Plantar Pressure Imaging Dataset

(2017) Zairan Li et al.   Journal of Medical Imaging and Health Informatics

Feature Selection and Classification of Ulcerated Lesions Using Statistical Analysis for WCE Images

(2017) Shipra Suman et al.   Applied Sciences-Basel

Automated stratification of liver disease in ultrasound: An online accurate feature classification paradigm

(2016) Luca Saba et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Improved Bag of Feature for Automatic Polyp Detection in Wireless Capsule Endoscopy Images

(2016) Yixuan Yuan et al.   IEEE Transactions on Automation Science and Engineering

Visual Saliency Detection Based on Multiscale Deep CNN Features

(2016) Guanbin Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Spectral Clustering for Unsupervised Segmentation of Lower Extremity Wound Beds Using Optical Images

(2016) Dhiraj Manohar Dhane et al.   JOURNAL OF MEDICAL SYSTEMS

Bleeding Frame and Region Detection in the Wireless Capsule Endoscopy Video

(2016) Yixuan Yuan et al.   IEEE Journal of Biomedical and Health Informatics

WM-DOVA maps for accurate polyp highlighting in colonoscopy: Validation vs. saliency maps from physicians

(2015) Jorge Bernal et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Saliency Based Ulcer Detection for Wireless Capsule Endoscopy Diagnosis

(2015) Yixuan Yuan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Computer-Aided Bleeding Detection in WCE Video

(2013) Yanan Fu et al.   IEEE Journal of Biomedical and Health Informatics

Wireless Capsule Endoscopy Color Video Segmentation

(2008) M. Mackiewicz et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING