Almabrok Essa

Assistant Professor in Computer Science

Research Expertise

Artificial Intelligence

Machine Learning

Computer Vision

Remote Sensing

Electrical and Electronic Engineering

Geotechnical Engineering and Engineering Geology

Cellular and Molecular Neuroscience

Biomedical Engineering

Microbiology (medical)

Immunology

Immunology and Allergy

Legacy Map

Publications

Adaptive Trigonometric Transformation Function With Image Contrast and Color Enhancement: Application to Unmanned Aerial System Imagery

IEEE Geoscience and Remote Sensing Letters

Real-Time Video-based Heart and Respiration Rate Monitoring

NAECON 2021 - IEEE National Aerospace and Electronics Conference

A Leaf Recognition Approach to Plant Classification Using Machine Learning

NAECON 2018 - IEEE National Aerospace and Electronics Conference

Volumetric Directional Pattern for Spatial Feature Extraction in Hyperspectral Imagery

IEEE Geoscience and Remote Sensing Letters

Face recognition based on modular histogram of oriented directional features

2016 IEEE National Aerospace and Electronics Conference (NAECON) and Ohio Innovation Summit (OIS)

Automatic building change detection through adaptive local textural features and sequential background removal

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

Local Boosted Features for illumination Invariant Face Recognition

Electronic Imaging

Local directional pattern of phase congruency features for illumination invariant face recognition

SPIE Proceedings

Efficient Face Recognition Using Regularized Adaptive Non-Local Sparse Coding

The Geometry of Large Tundra Lakes Observed in Historical Maps and Satellite Images

Sparse representation classification based linear integration of ℓ¹-norm and ℓ²-norm for robust face recognition

2017 IEEE International Conference on Electro Information Technology (EIT)

Video-to-video Pose and Expression Invariant Face Recognition using Volumetric Directional Pattern

Proceedings of the 10th International Conference on Computer Vision Theory and Applications

High Order Volumetric Directional Pattern for Video-Based Face Recognition

Mathematical Problems in Engineering

Histogram of Oriented Directional Features for Robust Face Recognition

International Journal of Monitoring and Surveillance Technologies Research

Intrusion detection in aerial imagery for protecting pipeline infrastructure

2015 National Aerospace and Electronics Conference (NAECON)

Automatic building change detection in wide area surveillance

2015 National Aerospace and Electronics Conference (NAECON)

A modular approach for key-frame selection in wide area surveillance video analysis

2015 National Aerospace and Electronics Conference (NAECON)

Fusing facial shape and appearance based features for robust face recognition

2017 IEEE National Aerospace and Electronics Conference (NAECON)

Multifeature fusion for automatic building change detection in wide-area imagery

Journal of Applied Remote Sensing

Prototyping tool for real-time ECG monitoring and analysis

Design and Quality for Biomedical Technologies XIII

Sparse representation based classification performance under different optimization forms for face recognition

2017 IEEE National Aerospace and Electronics Conference (NAECON)

Multi-texture local ternary pattern for face recognition

SPIE Proceedings

Boosted ringlet features for robust object tracking

2016 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)

A survey on deep learning-based non-invasive brain signals: recent advances and new frontiers

Journal of Neural Engineering

Compressive Sensing Evaluation Strategy For Prostate Cancer Classification

2020 IEEE International Conference on Electro Information Technology (EIT)

Multi - channel Electrical Information Acquisition and Control System based on PLC and RS485 Bus Network

Proceedings of the 2nd International Conference on Mechatronics Engineering and Information Technology (ICMEIT 2017)

Tracking visual objects using pyramidal rotation invariant features

Optical Pattern Recognition XXVII

International Journal of Computer Vision and Image Processing

Multi-feature fusion based approach for robust face recognition

Mobile Multimedia/Image Processing, Security, and Applications 2018

Modular Sparse Representation Based Classification Approach for Robust Face Recognition

2018 IEEE International Conference on Electro/Information Technology (EIT)

Real Time Automated Machinery Threat Detection and Identification System for Pipeline Infrastructure Protection

Electronic Imaging

Integrated color, shape and texture features for object classification on oil/gas pipeline right-of-ways

Automatic Target Recognition XXVIII

Detection of tundra lake patterns on permafrost historical maps

2017 IEEE National Aerospace and Electronics Conference (NAECON)

Extreme learning machine with variance inflation factor for robust pattern recognition

Pattern Recognition and Tracking XXVIII

Scene sketch generation using mixture of gradient kernels and adaptive thresholding

Optical Pattern Recognition XXVII

Efficient Key Frame Selection Approach for Object Detection in Wide Area Surveillance Applications

International Journal of Monitoring and Surveillance Technologies Research

Education

University of Dayton

Ph.D.

Dayton, Ohio, United States of America

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