Midhun P Mathew
Assistant Professor Level 10
Date of Joining : 15-07-2024
AICTE Id :
https://midhunpmathew.amaljyothi.ac.in
Areas of Interest
Area of Specialization
- Image and video processing , Deep learning , Machine learning
Plathottam,
Pathampuzha,
Pala,
Meenachil,
Kerala - 686582 India
- Contributions as a Reviewer for the International Conference on Trends in Engineering Systems and Technologies (ICTEST 2025). , awarded IEEE
- Reviewer of the Journal of Transformative Technologies and Sustainable Development, awarded Springer
- Reviewer of a journal Discover Artificial Intelligence, awarded Springer
- Certificate of Appreciation for reviewer in 2nd International Conference on Mechanics, Electronics, Automation and Automatic Control (MEAAC 2024) June 15-17, 2024 / Ordos, China , awarded MEAAC 2024
- Reviewed a Manuscript In Neural computation and application (SCIE ,Q1 ) , awarded Springer
- Patents Published for AN EFFICIENT TOD/TOU BASED SOLAR TARIFF PLATFORM from Chennai on the year 2025(202541059244 A)
- Patents Published for PORTABLE CASSAVA LEAF DISEASE DETECTION SYSTEM USING EMBEDDED DEEP LEARNING WITH RASPBERRY PI from Chennai on the year 2025(202541044628)
- Patents Published for AGRI GUARD EDGE ARTIFICIAL INTELLIGENCE DEVICE from Chennai on the year 2025(202541009155)
- Patents Published for Real-Time Leaf Disease Detection in Bell pepper and Grape Using a Hybrid Deep Learning Model from Chennai on the year 2024(202441086965)
- Patents Granted for smart ring from Chennai on the year 2024(428996-001)
- Patents Published for System and Method for real time bacterial spot detection in bell pepper plants from Chennai on the year 2023(202341066821)
- Development of a handheld GPU-assisted DSC-TransNet model for the real-time classification of plant leaf disease using deep learning approach ,2025, Scientific Reports
- A depth-wise separable VGG19-capsule network for enhanced bell pepper and grape leaf disease classification with ensemble activation ,2025, Environmental Research Communications
- A scalable MLOps-integrated intrusion detection framework using Bi- GRU and attention mechanisms with Kubeflow and KServe ,2025, Engineering Research Express
- A comparative deep learning framework for grape leaf disease classification using EfficientNetB0, InceptionV3, and Xception ,2025, Discover Applied science
- Detection of Bacterial Spot Disease in Bell Pepper Plant Using YOLOv3 ,2023, IETE
- Leaf-based disease detection in bell pepper plant using YOLO v5 ,2021, Signal, Image and Video Processing
- Comparative Analysis of YOLOv5 and YOLOv8 for Real-Time Hand Gesture Recognition ,2025, Advanced Computing and Communication Technologies for High Performance Applications
- Real-Time Automatic Detection of Grape Leaf Diseases with MobileNetV2 Deep Learning Network Based on Artificial Intelligence ,2025, Advanced Computing and Communication Technologies for High Performance Applications
- An Efficient KServe-Based Deep Learning Pipeline for Lung Cancer Detection with Enhanced Observability ,2025, ICT for Global Innovations and Solutions
- Particle Swarm Optimization Framework for Underwater Image Enhancement in Big Data Context ,2025, IIIT Kottayam
- SwinGNet: A Hybrid Swin Transform- GoogleNet Framework for Real-Time Grape Leaf Disease Classification ,2024, ICMLD
- Analysis of Pepper Leaf Diseases Based on Bell CNN Architecture ,2024, Christ University
- Comparative Evaluation of Activation Functions for Bacterial Spot Disease Classification in Bell Pepper Plant Leaves ,2024, Jamia Hamdard, Delhi
- Comparative Analysis of DenseNet-121 and Xception for Bell Pepper Bacterial Spot Diseases Classification: A Deep Learning Approach ,2024, National Institute of Technology Rourkela
- Exploring Pre-trained CNN Architectures for Bell Pepper Image Recognition: An In-Depth Examination ,2023, NIT Puducherry
- A Comparison of Optimization Techniques DeepLearning Models Based on Bell Pepper Leaves Diseases Classification ,2023, IEEE International Conference on Engineering Education: Innovative Practices and Future Trends (AICERA/ICIS)
- Bacterial Spot Classification in Bell Pepper Plants Based on Convolutional Neural Network Architecture ,2023, Recent Trends in Communication and Intelligent Systems. ICRTCIS
- Disease Classification in Bell Pepper Plants Based on Deep Learning Network Architecture ,2023, 2nd International Conference for Innovation in Technology (INOCON)
- Determining The Region of Apple Leaf Affected by Disease Using YOLO V3 ,2021, International Conference on Communication, Control and Information Sciences (ICCISc)
Book / Chapters Published
| SI# | Title of the book | Publisher | Year | ISBN No |
|---|---|---|---|---|
| 1. | Enhancing Communication and Decision-Making With AI |
IGI Global |
2024 |
9798369392461 |
| SI# | Title of the paper/article | Publisher | Year(dd-mm-yy) | Page (From-To) | ISBN No |
|---|---|---|---|---|---|
| 1. | The Social Media Influence Journey: A Comprehensive Study of Techniques and Strategies for Effective Diffusion | IGI Global | 31-05-2026 | 65-98 | 9798369392461 |
| 2. | Optimizing Deep Learning Models for Real-Time Plant Disease Detection | Chapman and Hall/CRC | 31-05-2026 | 1-16 | 9781003594093 |
| 3. | Classification of Healthy and Unhealthy Bell Pepper Crops and Leaves for Precision Agriculture Using Mobile Net V2 | Springer nature | 31-05-2026 | 337-352 | 978-3-032-12117-2 |
Training programs attended
- NEP 2020 Orientation & Sensitization Programme, UGC - Malaviya Mission Teacher Training Centre (MMTTC), University of Calicut, from 2025-11-03 to 2025-11-12
- Next Gen AI: Innovations in Machine Learning, Deep Learning, and Generative Models , ATAL, SJCET PALA, from 2025-01-13 to 2025-01-18
- Artificial Intelligence as a copilot in bridging the gap between Academia and Industry, ATAL , SURANA COLLEGE AUTONOMOUS, from 2024-11-25 to 2024-11-30
- Wearable Devices: Challenges and Innovations, ATAL, Amal Jyothi, from 2024-10-21 to 2024-11-26
- Artificial Intelligence and Machine Learning , METS School of Engineering , Online , from 2024-10-01 to 2024-10-05
- The Generative Ai Revolution : Navigating The opportunities and challenges, FISAT - TCS, Online , from 2024-08-12 to 2024-08-19
Invited speakers in seminars/conferences/workshops
- Deep learning , Department of Computer Application , Bishop Vayalil Memorial Holy Cross College, from 2026-03-06 to 2026-03-06
Programs Organized
- Advances in Machine Learning and Deep Learning from Algorithmic Foundations to Edge Intelligence, Organizer , from 24-11-2025, to 28-11-2025
- Digital Empowerment: Essential Computer Skills for Academics workshop, Resource Person , from 16-06-2025, to 20-06-2025
- AI-Powered Image Processing and Machine Learning for Medical and Industrial Applications - Faculty Development Programs (FDP), Organizer of FDP, from 09-06-2025, to 13-06-2025
- Advanced Machine Learning Techniques and Practical Implementation, Organizer , from 18-11-2024, to 23-11-2024
- Mastering Microprocessor Interfacing: Exploring 8255 Peripheral and Memory Integration, Organizer of Workshop, from 05-11-2024, to 05-11-2024
- GEN AI - SDP, Organizer of SDP, from 14-10-2024, to 18-10-2024
- Hackspiration Hackathon, Organizer of Hackspiration Hackathon, from 10-10-2024, to 10-10-2024
- Smart India Hackathon -2024, Judge Pannel , from 02-09-2024, to 02-09-2024
- Introduction to google colab and python , Resource Person , from 29-08-2024, to 30-08-2024
- Introduction to AI , Organizer of Webinar , from 17-08-2024, to 17-08-2024
Current Responsibilities
- Pursuing AI Club Mentor , from 17-09-2025, Nil
- Class Teacher and mentor
Midhun P Mathew
Assistant Professor Level 10, Computer Science & Engineering
Date of Joining : 15-07-2024