Thesis/FYPs/Publications at AIPRL |
||||||
List of PhD Thesis |
||||||
Sr. No. |
Student Name |
Title |
Supervisor |
|||
1 |
Engr. Muhammad Aqeel |
Hyperspectral Imaging-Based Milk Adulteration Detection and Classification Using Machine Learning Techniques |
Engr. Dr. Ahmed Sohaib |
|||
2 |
Engr. Muhammad Kamran |
Machine Learning based Hyperspectral Imaging for Soil Characterization and Fertility Evaluation in Smart Farming |
Engr. Dr. Ahmed Sohaib |
|||
List of MS Thesis |
||||||
Sr. No. |
Name of Student |
Title |
Supervisor |
|||
1 |
Zobia Shahid |
Identification of Skin Diseases Using Image Processing |
Engr. Dr. Ahmed Sohaib |
|||
2 |
Sidrah Shabbir |
Spatial-Spectral based Deep Learning for Hyperspectral Image Classification to limit Hughes Phenomena |
Engr. Dr. Muhammad Ahmed |
|||
3 |
Zainab Saleem |
Prediction of Microbial Spoilage and Shelf-Life of Bakery Products through Hyperspectral Imaging |
Engr. Dr. Ahmed Sohaib |
|||
4 |
Asma Shehzadi |
Automatic Dental Disease Detection in X-Ray Image Using Machine Learning |
Engr. Dr. Ahmed Sohaib |
|||
5 |
Hamail Ayaz |
Classification of Meat using Hyperspectral Imaging |
Engr. Dr. Ahmed Sohaib |
|||
6 |
Hafiz Hussain Khan |
Unsupervised Adulterated Red-Chili Powder Classification through Hyperspectral Imaging |
Engr. Dr. Ahmed Sohaib |
|||
7 |
Ramsha Farooq |
Fake Spectral Signature in Hyper Spectral Imaging |
Engr. Dr. Ahmed Sohaib |
|||
8 |
Maheen Zulfiqar |
Blood Stain Identification using Hyperspectral Imaging |
Engr. Dr. Ahmed Sohaib |
|||
9 |
Mamoona Akmal |
Rapid Non-Destructive Hyperspectral Imaging-Based Medicine Expiry Detection and Classification using Ensemble Learning |
Engr. Dr. Ahmed Sohaib |
|||
10 |
Hifza Munawer |
Hyperspectral Band Selection Approaches for Predicting the Level of Adulteration in Different Oils using ML Techniques |
Engr. Dr. Ahmed Sohaib |
|||
List of Final Year Projects |
||||||
FYP Title |
Year |
Funding Agency |
Funds |
|||
Qualitative and Quantitative based Milk Contamination Fraud Detection and Classification using Advance ML and HSI Technology |
NGIRI 2023-24 |
Ignite |
PKR 69,612 |
|||
Hyper spectral imaging based milk adulteration detection and classification using deep learning techniques mobile application |
NGIRI 2023-24 |
Ignite |
PKR 73,492 |
|||
Hyperspectral Imaging-Based Milk Adulteration Detection and Classification Using Machine Learning Techniques |
NGIRI 2022-23 |
Ignite |
PKR 70,312 |
|||
AI Based Drinking Water Quality Assessment using FTIR |
- |
- |
- |
|||
Real-Time Crop Health Monitoring Using AI-Based Drone Surveillance and YOLOv12 |
- |
- |
- |
|||
Hyperspectral Band Selection Approaches for Predicting the Level of Adulteration in Different Oils using ML Techniques |
- |
- |
- |
|||
An Intelligent Health Assessment System for Crops and Fruit Using Drone |
- |
- |
- |
|||
Medicine Characterization-Based Sorting and Labeling Using Machine Learning |
- |
- |
- |
|||
IoT Based Smart Farming System Using Machine Learning |
- |
- |
- |
|||
Automation Delivery Services Robot |
- |
- |
- |
|||
Design and Development of Fruit Sorting and Labeling for Quality Assessment using Machine Learning |
- |
- |
- |
|||
HPLC with Hyperspectral imaging based milk Adulteration detection & classification using deep learning techniques |
- |
- |
- |
List of Publications
- Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images
Authors: Muhammad Ahmad, Asad Khan, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Ahmed Sohaib, Omar Nibouche
https://doi.org/10.3390/rs11091136
Journal Name: Remote Sensing
Impact Factor: 4.2
Publisher Name: MDPI
- Hyperspectral imaging for bloodstain identification
Authors: Maheen Zulfiqar, Muhammad Ahmad, Ahmed Sohaib, Manuel Mazzara, Salvatore Distefano
https://doi.org/10.3390/s21093045
Impact Factor:4.1
Journal Name: Sensors
Publisher: MDPI
- Hyperspectral imaging for minced meat classification using nonlinear deep features
Authors: Hamail Ayaz, Muhammad Ahmad, Manuel Mazzara, Ahmed Sohaib
https://doi.org/10.3390/app10217783
Impact Factor:2.5
Journal Name: Applied Sciences
Publisher: MDPI
- Hyperspectral imaging for color adulteration detection in red chili
Authors: Muhammad Hussain Khan, Zainab Saleem, Muhammad Ahmad, Ahmed Sohaib, Hamail Ayaz, Manuel Mazzara
https://doi.org/10.3390/app10175955
Impact Factor:2.5
Journal Name: Applied Sciences
Publisher: MDPI
- Hyperspectral imaging-based unsupervised adulterated red chili content transformation for classification: Identification of red chili adulterants
Authors: Muhammad Hussain Khan, Zainab Saleem, Muhammad Ahmad, Ahmed Sohaib, Hamail Ayaz, Manuel Mazzara, Rana Aamir Raza
https://doi.org/10.1007/s00521-021-06094-4(0123456789
Impact Factor: …..
Journal Name: Neural Computing and Applications
Publisher: Springer London
- Prediction of microbial spoilage and shelf-life of bakery products through hyperspectral imaging
Authors: Zainab Saleem, Muhammad Hussain Khan, Muhammad Ahmad, Ahmed Sohaib, Hamail Ayaz, Manuel Mazzara
Impact Factor:3.7
Journal Name: Ieee Access
Publisher: IEEE
- Myoglobin-based classification of minced meat using hyperspectral imaging
Authors: Hamail Ayaz, Muhammad Ahmad, Ahmed Sohaib, Muhammad Naveed Yasir, Martha A Zaidan, Mohsin Ali, Muhammad Hussain Khan, Zainab Saleem
https://doi.org/10.3390/app10196862
Impact Factor:2.5
Journal Name: Applied sciences
Publisher: MDPI
- Multiclass non-randomized spectral–spatial active learning for hyperspectral image classification
Authors: Muhammad Ahmad, Manuel Mazzara, Rana Aamir Raza, Salvatore Distefano, Muhammad Asif, Muhammad Shahzad Sarfraz, Adil Mehmood Khan, Ahmed Sohaib
https://doi.org/10.3390/app10144739
Impact Factor:2.5
Journal Name: Applied sciences
Publisher: MDPI
- Unsupervised adulterated red-chili pepper content transformation for hyperspectral classification
Authors: Muhammad Hussain Khan, Zainab Saleem, Muhammad Ahmad, Ahmed Sohaib, Hamail Ayaz
https://doi.org/10.48550/arXiv.1911.03711
Impact Factor: …….
Journal Name: arXiv preprint arXiv:1911.03711
Publisher: ……..
- Milk adulteration identification using hyperspectral imaging and machine learning
Authors: Muhammad Aqeel, Ahmed Sohaib, Muhammad Iqbal, Syed Sajid Ullah
https://doi.org/10.3168/jds.2024-25635
Impact Factor:3.7
Journal Name: Journal of Dairy Science
Publisher: Elsevier
- Hyperspectral Identification of Milk Adulteration Using Advance Deep Learning
Authors: Muhammad Aqeel, Ahmed Sohaib, Muhammad Iqbal, Syed Sajid Ullahd
Impact Factor: ……
Journal Name: IEEE Access
Publisher: IEEE
- Hyperspectral identification of oil adulteration using machine learning techniques
Authors: Furqan Rustam Muhammad Aqeel, Ahmed Sohaib, Muhammad Iqbal, Hafeez Ur Rehman
Impact Factor: 6.2
Journal Name: Journal of Current Research in Food Science
Publisher: ELSEVIER
- Unsupervised adulterated red-chili pepper content transformation for hyperspectral classification
Authors: Muhammad Hussain Khan, Zainab Saleem, Muhammad Ahmad, Ahmed Sohaib, Hamail Ayaz
Impact Factor: …..
Journal Name: arXiv e-prints
Publisher: ….