Research At COMSATS

Computer Vision and Machine Learning (CVML)

Ahmad Khan

	Designation:	Assistant Professor
	Email:	ahmadkhan@cuiatd.edu.pk
	Phone No. :	N/A
	Role:	Faculty
	Research Interests:	Computer vision, pattern recognition, data mining, machine learning and evolutionary computations

Academics/ Degrees

PhD (CS): FAST, Islamabad, Pakistan, 2016
MS (CS): FAST, Islamabad, Pakistan, 2009
M.Sc(CS): University of Peshawar, Pakistan, 2003

Profile/Bio

PROFESSIONAL AND RESEARCH EXPERIENCE:

Feb. 2013 to Feb. 2014: Lecturer, Abasyn University, Islamabad, Pakistan.
Aug. 2011to Aug. 2012: Computer Instructor Directorate of Federal Government Educational Institutions Cantt/Garrison, Rawalpindi, Pakistan
Sep. 2004 to Aug. 2007: IT Teacher Department of secondary education, Govt of Khyber Pakhtunkhwa, Pakistan

Publications/Papers

2023

Journal

EHTISHAM KHAN JADOON,F.G Khan,SAJID SHAH,Ahmad Khan,MUHAMMED ELAFFENDI "Deep Learning-Based Multi-Modal Ensemble Classification Approach for Human Breast Cancer Prognosis" , IEEE Access , 2023

Arshia Rehman,Ahmad Khan,Gohar Fatima,Saeeda Naz,Imran Razzak "Review on chest pathologies detection systems using deep learning techniques" , Artificial Intelligence Review An International Science and Engineering Journal , 2023

Conference

Syeda Freiha Tanveer,Sajid Shah,Ahmad Khan,Mohammed ELAffendi, Gauhar Ali "Localization of Pashto Text in the Video Frames Using Deep Learning" , International Conference on Cybersecurity, Cybercrimes, and Smart Emerging Technologies , 2023

2022

Journal

Haleema Attique,Sajid.Shah,Ahmad Khan,F.G Khan,Saima Jabeen, Mohammed ELAffendi "Multiclass Cancer Prediction Based on Copy Number Variation Using Deep Learning" , Computational Intelligence and Neuroscience , 2022

Sajid.Shah,Saima Jabeen,F.G Khan,ALTAF UR RAHMAN,MOHAMMED ELAFFENDI,Ahmad Khan "DNA methylation prediction using reduced features obtained via Gappy Pair Kernel and Partial Least Square" , IEEE Access , 2022

M.Babar,Ahmad Din,Ohoud Alzamzami,Hanen Karamti,Ahmad Khan,Muhammad Nawaz "A Bacterial Foraging Based Smart Offloading for IoT Sensors in Edge Computing" , Computers and Electrical Engineering ,Volume 102 , 2022

2021

Journal

F.G Khan,Sajid.Shah,Ahmad Khan,Dr. Zia ur Rehman "Diabetic Retinopathy Detection Using VGG-NIN a Deep Learning Architecture" , IEEE Access ,Volume 9 ,Page 61408-61416 , 2021

Muhammad Saud Khan,Noor M Khan,Ahmad Khan,Farhan Aadil,M Tahir,M Sardaraz "A low-complexity, energy-efficient data securing model for wireless sensor network based on linearly complex voice encryption mechanism of GSM technology" , International Journal of Distributed Sensor Networks ,Volume 17 ,Issue 5 , 2021

Umair Yousaf ,Ahmad Khan,Hazrat Ali ,F.G Khan,Dr. Zia ur Rehman,Farman Ali ,Sangheon Pack,Safdar Ali "A Deep Learning Based Approach for Localization and Recognition of Pakistani Vehicle License Plates" , Sensors ,Volume 21 ,Issue 22 ,Page 1-12 , 2021

2020

Journal

F.G Khan,Ahmad Khan,Sajid.Shah "Deep Learning Techniques for Diabetic Retinopathy Detection" , Current medical imaging ,Volume 16 ,Issue 10 ,Page 1201-1213 , 2020

Ahmad Khan "Accelerated Proximal Algorithm for Finding the Dantzig Selector and Source Separation Using Dictionary Learning" , Tehnički vjesnik ,Volume 27 ,Issue 4 ,Page 1174-1180 , 2020

N. Haq,Dr. Zia ur Rehman,Ahmad Din,Ahmad Khan,Sajid.Shah,Ling Shao Din "A novel weight initialization with adaptive hyper-parameters for deep semantic segmentation" , Multimedia Tools and Applications ,Volume 80 ,Page 21771-21787 , 2020

N. Haq,Dr. Zia ur Rehman,Ahmad Khan,Ahmad Din,Sajid.Shah,Abrar Ullah,Fawad Qayum "Impact of data smoothing on semantic segmentation" , Neural Computing and Applications ,Volume 34 ,Page 8345-8354 , 2020

2019

Journal

I.A.Khan,Ahmad Khan,B.Nazir,S.S.Hussain,F.G Khan,I.Khan "Urdu Translation: the Validation and Reliability of the 120-Item Big Five IPIP Personality Scale" , Current Psychology ,Volume 38 , 2019

Ahmad Khan,Javid Ullah,Akbar Ali,Niamat Ullah,Dr. Zia ur Rehman,Ahmad Din,Muhammad Arfan Jaffar "Color image segmentation using genetic algorithm with aggregation-based clustering validity index (CVI)" , Signal, Image and Video Processing ,Volume 13 ,Issue 5 ,Page 833-841 , 2019

R.Jadoon,W.Jadoon,Ahmad Khan,Dr. Zia ur Rehman,I.A.Khan,Sajid.Shah "Linear Discriminative Learning for Image Classification" , 20 October 2019 ,Page 1-12 , 2019

F.G Khan,Sajid.Shah,I.A.Khan,W.Jadoon,Ahmad Khan "A Deep Learning Ensemble Approach for Diabetic Retinopathy Detection" , IEEE Access ,Volume 7 ,Page 150530-150539 , 2019

Sajid.Shah,Dr. Zia ur Rehman,Ahmad Khan "Energy Optimization in a Smart Community Grid System Using Genetic Algorithm" , 2019 , 2019

2018

Journal

Ahmad Khan "Motion cues and saliency based unconstrained video segmentation" , Multimedia Tools and Applications (Springer) ,Volume 7 ,Issue 6 ,Page 7429–7446 , 2018

Dr. Zia ur Rehman,Ahmad Khan,I.A.Khan,W.Jadoon "Ligature categorization based Nastaliq Urdu recognition using deep neural networks" , Computational and Mathematical Organization Theory ,Page 1-12 , 2018

Ahmad Khan "An Ensemble Based Evolutionary Approach to the Class Imbalance Problem with Applications in CBIR" , Applied Sciences 2018, 8(4), 495 ,Volume 8 ,Issue 4 ,Page 495 , 2018

2015

Journal

Ahmad Khan "Genetic Algorithm and Self Organizing Map Based Fuzzy Hybrid Intelligent Method for Color Image Segmentation" , Applied Soft Computing ,Volume 32 ,Page 300–310 , 2015

2014

Journal

Ahmad Khan "SOM and Fuzzy based color image segmentation" , Multimedia Tools and Application Springer ,Volume 64 ,Issue 2 ,Page 331-344 , 2014

Ahmad Khan "A Modified Adaptive Differential Evolution Algorithm for color Image Segmentation" , Knowledge and Information Systems, Springer , 2014

2012

Journal

Ahmad Khan "Color Image Segmentation: A Novel Spatial Fuzzy Genetic Algorithm" , Signal, Image and Video processing, Springer , 2012

Awards/ Appreciations

Scholarships

HEC Indigenous Scholarship MS leading to PhD, 2007
International Research Support Initiative Program of HEC, Pakistan, 2012

Visits

Six months research visit to the Department of Electronics and Electrical Engineering, University of Sheffield, UK