Personal information

Computer Vision, Computer Sciences, Image Processing, Multispectral Imaging, machine Learning, Color Imaging
Côte d'Ivoire

Biography

I am a Computer Vision and Computer Science specialist focusing on Multispectral Imaging, Machine Learning, and Color Imaging. My work involves developing innovative solutions for capturing and analyzing complex visual data, leveraging advanced machine learning techniques to enhance image quality and extract detailed spectral information.

Activities

Employment (3)

Université Virtuelle de Côte d'Ivoire: Abidjan, CI

2017-05-02 to present | Enseignant - chercheur (Informatique et sciences du Numérique)
Employment
Source: Self-asserted source
Kacoutchy Jean AYIKPA

University of Burgundy: Dijon, FR

2023-09-01 to 2024-08-31 | Attaché Temporaire d'Enseignement et de Recherche (ATER) (IEM)
Employment
Source: Self-asserted source
Kacoutchy Jean AYIKPA

University of Burgundy: Dijon, FR

2022-09-01 to 2023-02-28 | Attaché Temporaire d'Enseignement et de Recherche (ATER) (IEM)
Employment
Source: Self-asserted source
Kacoutchy Jean AYIKPA

Education and qualifications (2)

Enseignement supérieur et Recherche: Paris, FR

2024-02-01 to 2028-12-31 | Qualifiés aux fonctions de maître de conférences - 2024 (Informatique)
Qualification
Source: Self-asserted source
Kacoutchy Jean AYIKPA

Université Bourgogne Franche-Comté: DIJON, CÔTE-D'OR, FR

2020-09-01 to 2023-08-17 | Docteur en Instrumentation et Informatique de l'Image (Sciences Physiques pour l’Ingénieur et Microtechniques)
Education
Source: Self-asserted source
Kacoutchy Jean AYIKPA

Works (17)

Optimization of Cocoa Pods Maturity Classification Using Stacking and Voting with Ensemble Learning Methods in RGB and LAB Spaces

Journal of Imaging
2024-12 | Journal article | Author
Contributors: Kacoutchy Jean AYIKPA; Abou Bakary Ballo; Diarra Mamadou; Pierre Gouton
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Estimating the Spectral Response of Eight-Band MSFA One-Shot Cameras Using Deep Learning

Algorithms
2024-10 | Journal article | Author
Contributors: Pierre Gouton; Kacoutchy Jean AYIKPA; Diarra Mamadou
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A Multi-Shot Approach for Spatial Resolution Improvement of Multispectral Images from an MSFA Sensor

Journal of Imaging
2024-06 | Journal article | Author
Contributors: Jean Yves Aristide YAO; Kacoutchy Jean AYIKPA; Pierre Gouton; Tiemoman Kone
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Classification of Cocoa Beans by Analyzing Spectral Measurements Using Machine Learning and Genetic Algorithm

Journal of Imaging
2024-01 | Journal article | Author
Contributors: Kacoutchy Jean AYIKPA; Pierre Gouton; Diarra Mamadou; Abou Bakary Ballo
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Detecting and Extracting Cocoa Pods in the Natural Environment Using Deep Learning Methods

2023 | Book chapter
Contributors: Kacoutchy Jean Ayikpa; Diarra Mamadou; Sovi Guillaume Sodjinou; Abou Bakary Ballo; Pierre Gouton; Kablan Jérôme Adou
Source: check_circle
Crossref

Analysis of the Impact of Color Spaces on Skin Cancer Diagnosis Using Deep Learning Techniques

Revue d'Intelligence Artificielle
2023-12-27 | Journal article
Part of ISSN: 0992-499X
Part of ISSN: 1958-5748
Contributors: Diarra Mamadou; Kacoutchy Jean Ayikpa; Abou Bakary Ballo; Brou Médard Kouassi
Source: Self-asserted source
Kacoutchy Jean AYIKPA

Cocoa Pods Diseases Detection by MobileNet Confluence and Classification Algorithms

International Journal of Advanced Computer Science and Applications
2023-10-01 | Journal article
Part of ISSN: 2156-5570
Part of ISSN: 2158-107X
Contributors: Diarra MAMADOU; Kacoutchy Jean AYIKPA; Abou Bakary BALLO; Brou Médard KOUASSI
Source: Self-asserted source
Kacoutchy Jean AYIKPA

Enhancing Face Recognition Performance with Multispectral Imaging and Machine Learning: Comparison from Sift and Sift-Freak Feature Extraction

International Journal on Recent and Innovation Trends in Computing and Communication
2023-08-18 | Journal article
Part of ISSN: 2321-8169
Contributors: Diarra Mamadou; Kacoutchy Jean Ayikpa; Abou Bakary Ballo; Nagbégna Diabate; N’guessan Patrice Akoguhi
Source: Self-asserted source
Kacoutchy Jean AYIKPA

Application of the Learning Set for the Detection of Jamming Attacks in 5G Mobile Networks

International Journal of Advanced Computer Science and Applications
2023-07-01 | Journal article
Part of ISSN: 2156-5570
Part of ISSN: 2158-107X
Contributors: Brou Médard KOUASSI; Vincent MONSAN; Abou Bakary BALLO; Kacoutchy Jean AYIKPA; Diarra MAMADOU; Kablan Jérome ADOU
Source: Self-asserted source
Kacoutchy Jean AYIKPA

CocoaMFDB: A dataset of cocoa pod maturity and families in an uncontrolled environment in Côte d'Ivoire

Data in Brief
2023-06 | Journal article
Contributors: Kacoutchy Jean Ayikpa; Diarra Mamadou; Abou Bakary Ballo; Konan Yao; Pierre Gouton; Kablan Jérôme Adou
Source: check_circle
Crossref

Classification of Cocoa Pod Maturity Using Similarity Tools on an Image Database: Comparison of Feature Extractors and Color Spaces

Data
2023-05-30 | Journal article
Contributors: Kacoutchy Jean Ayikpa; Diarra Mamadou; Pierre Gouton; Kablan Jérôme Adou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Application based on Hybrid CNN-SVM and PCA-SVM Approaches for Classification of Cocoa Beans

International Journal of Advanced Computer Science and Applications
2022 | Journal article
Part of ISSN: 2156-5570
Part of ISSN: 2158-107X
Contributors: Kacoutchy Jean AYIKPA
Source: Self-asserted source
Kacoutchy Jean AYIKPA
grade
Preferred source (of 2)‎

Experimental Evaluation of Coffee Leaf Disease Classification and Recognition Based on Machine Learning and Deep Learning Algorithms

Journal of Computer Science
2022-12-01 | Journal article
Part of ISSN: 1549-3636
Contributors: Kacoutchy Jean AYIKPA; Kacoutchy Jean Ayikpa; Diarra Mamadou; Pierre Gouton; Kablan Jérôme Adou
Source: Self-asserted source
Kacoutchy Jean AYIKPA

Application of Three Convolutional Neural Network Algorithms for Occluded Face Identification and Recognition for System Security

American Journal of Multidisciplinary Research and Innovation
2022-10-25 | Journal article
Part of ISSN: 2158-8155
Part of ISSN: 2832-4854
Contributors: Kacoutchy Jean AYIKPA; Diarra Mamadou; Kacoutchy Jean Ayikpa; Abou Bakary Ballo; Brou Medard Kouassi
Source: Self-asserted source
Kacoutchy Jean AYIKPA
grade
Preferred source (of 2)‎

CocoaMFDB

2022-10-14 | Data set
Contributors: Kacoutchy Jean AYIKPA;
Source: Self-asserted source
Kacoutchy Jean AYIKPA

Automatic Identification of Ivorian Plants from Herbarium Specimens using Deep Learning

International Journal of Emerging Technology and Advanced Engineering
2022-05-01 | Journal article
Part of ISSN: 2250-2459
Source: Self-asserted source
Kacoutchy Jean AYIKPA
grade
Preferred source (of 2)‎

Study of Deep Learning Methods for Fingerprint Recognition

International Journal of Recent Technology and Engineering (IJRTE)
2021-09-30 | Journal article
Part of ISSN: 2277-3878
Source: Self-asserted source
Kacoutchy Jean AYIKPA

Peer review (50 reviews for 5 publications/grants)

Review activity for Drones. (18)
Review activity for Electronics. (20)
Review activity for IEEE access : (2)
Review activity for Journal of imaging. (7)
Review activity for Sensors. (3)