Dr. Almabrok Essa Profile

Dr. Almabrok Essa

Asst Professor at John Carroll Univ.

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Publications (11)

Proceedings Article | 7 June 2024 Poster + Paper

Deep learning architecture: an application for skin lesion segmentation-based polar image transformations on dermoscopy images

Redha Ali, Almabrok Essa, Elmoatazbellah Ben Omar, Adel Alshamili, Fatmah Ali, Russell Hardie

Proceedings Volume 13040, 130400J (2024) https://doi.org/10.1117/12.3014731

KEYWORDS: Image segmentation, Skin, Education and training, Transformers, Deep learning, Data modeling, Performance modeling, Medical imaging, Skin cancer, RGB color model

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Proceedings Article | 7 June 2024 Presentation + Paper

Multibit least significant bit matching: a novel approach to image steganography

Almabrok Essa, Ian Wu

Proceedings Volume 13033, 130330E (2024) https://doi.org/10.1117/12.3014037

KEYWORDS: Steganography, Image quality, Visualization, Steganalysis, Image retrieval, Image processing, Signal to noise ratio, Data hiding, RGB color model

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Proceedings Article | 17 February 2020 Presentation + Paper

Prototyping tool for real-time ECG monitoring and analysis

Vasile Negrescu, Almabrok Essa, Jakob Nace, Hamed Al Ismaili

Proceedings Volume 11231, 112310A (2020) https://doi.org/10.1117/12.2548395

KEYWORDS: Electrocardiography, Heart, Analog electronics, Prototyping, Feature extraction, Electronic filtering, Signal processing, Databases

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Proceedings Article | 14 May 2018 Paper

Multi-feature fusion based approach for robust face recognition

Almabrok Essa, Vijayan Asari

Proceedings Volume 10668, 1066808 (2018) https://doi.org/10.1117/12.2305371

KEYWORDS: Facial recognition systems, Databases, Wavelets, Image fusion, Feature extraction, Image processing, Information fusion

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Proceedings Article | 9 May 2018 Presentation + Paper

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

Ming Gong, Almabrok Essa, Vijayan Asari

Proceedings Volume 10648, 106480E (2018) https://doi.org/10.1117/12.2305109

KEYWORDS: RGB color model, Feature extraction, Detection and tracking algorithms, Image classification, Binary data, Image analysis, Image processing, Library classification systems, Safety, Sensors

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Proceedings Article | 10 October 2017 Paper

Extreme learning machine with variance inflation factor for robust pattern recognition

Paheding Sidike, Almabrok Essa, Maher Qumsiyeh, Vijayan Asari

Proceedings Volume 10203, 102030K (2017) https://doi.org/10.1117/12.2264422

KEYWORDS: Pattern recognition, Neural networks, Image classification

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SPIE Journal Paper | 28 June 2017

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

Daniel Prince, Paheding Sidike, Almabrok Essa, Vijayan Asari

JARS, Vol. 11, Issue 02, 026040, (June 2017) https://doi.org/10.1117/12.10.1117/1.JRS.11.026040

KEYWORDS: Image fusion, Vegetation, Roads, Airborne remote sensing, Visualization

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Proceedings Article | 1 May 2017 Paper

Multi-texture local ternary pattern for face recognition

Almabrok Essa, Vijayan Asari

Proceedings Volume 10203, 102030H (2017) https://doi.org/10.1117/12.2263735

KEYWORDS: Image filtering, Databases, Feature extraction, Edge detection, Corner detection, Binary data, Facial recognition systems, Image processing, Machine vision, Computer vision technology

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Proceedings Article | 20 April 2016 Paper

Scene sketch generation using mixture of gradient kernels and adaptive thresholding

Sidike Paheding, Almabrok Essa, Vijayan Asari

Proceedings Volume 9845, 98450N (2016) https://doi.org/10.1117/12.2226032

KEYWORDS: Binary data, Computer programming, Machine vision, Computer vision technology, Visualization, Feature extraction, Object recognition, Databases, Bismuth, Reconstruction algorithms, Image segmentation, Image processing, Pattern recognition, Molybdenum

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Proceedings Article | 21 February 2016 Paper

Tracking visual objects using pyramidal rotation invariant features

Sidike Paheding, Almabrok Essa, Evan Krieger, Vijayan Asari

Proceedings Volume 9845, 98450B (2016) https://doi.org/10.1117/12.2228914

KEYWORDS: Optical tracking, Fourier transforms, Video surveillance, Video, Surveillance, Feature extraction, Detection and tracking algorithms, Image filtering, Image processing, Binary data

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Proceedings Article | 5 May 2014 Paper

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

Almabrok Essa, Vijayan Asari

Proceedings Volume 9094, 90940G (2014) https://doi.org/10.1117/12.2050835

KEYWORDS: Facial recognition systems, Databases, Principal component analysis, Binary data, Feature extraction, Detection and tracking algorithms, Image classification, Image processing, Image analysis, Light sources and illumination

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Showing 5 of 11 publications

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