Doctor of Engineering in Computer Application Technology 

Beijing Normal University, Beijing, China. 

Master of Engineering in Computer Application Technology 

Beijing Normal University, Beijing, China. 

Bachelor of Science in Computer Engineering 

COMSATS Institute of Information Technology, Wah Cantt, Pakistan.

Neural Netowrks for:

1: Computer Vision

2: Image Processing

3: Pattern Recognition

To find the hidden patterns of universe by using Neural networks

Total Publications: 55  (SCI=41, Non-SCI=02, EI= 17)

Journal Publications: 43

Conference Publications: 17

                                                                                           Journal Publications (SCI)

1. Mehboob, Rubab, Hassan Dawood, and Hussain Dawood. "An Encoded Histogram of Ridge Bifurcations and Contours for fingerprint Presentation Attack Detection." Pattern Recognition (2023): 09782. (SCI, IF=8.518).
2. Bibi, Nazia, and Hassan Dawood. "SEBR: Scharr Edge-Based Regularization Method for Blind Image Deblurring." Arabian Journal for Science and Engineering (023): 1-17. (SCI, IF=2.807).
3. Mehboob, Rubab, and Hassan Dawood. "DEHFF–A hybrid approach based on distinctively encoded fingerprint features for live fingerprint detection." Biomedical Signal Processing and Control 75 (2022): 10572. (SCI, IF=3.88).
4. Mehboob, Rubab, Ali Javed, Hassan Dawood, and Hussain Dawood. "Histogram of Low-Level Visual Features for Salient Feature Extraction." Arabian Journal for Science and Engineering (2022): 1-16. (SCI, IF=2.33).
5. Dawood, Hussain, Ali Daud, Hassan Dawood, and Marium Azhar. "Reduction of random-valued impulse noise by using multi-structured textons." Multimedia Tools and Applications(2022): 1-29. (SCI, IF=2.7).
6. Shahnawaz, Muhammad Bilal, and Hassan Dawood. "An Effective Deep Learning Model for Automated Detection of Myocardial Infarction Based on Ultrashort-Term Heart Rate Variability Analysis." Mathematical Problems in Engineering 2021 (2021) (SCI, IF=1.305).
7. Bilquees, Samina, Hassan Dawood, Hussain Dawood, Nadeem Majeed, Ali Javed, and Muhammad Tariq Mahmood. "Noise Resilient Local Gradient Orientation for Content-Based Image Retrieval." International Journal of Optics 2021 (2021) (SCI, IF=1.033).
8. Waqar, Muhammad, Hassan Dawood, Hussain Dawood, Nadeem Majeed, Ameen Banjar, and Riad Alharbey. "An Efficient SMOTE-Based Deep Learning Model for Heart Attack Prediction." Scientific Programming 2021 (SCI, IF=1.22).
9. Mehmood, Anam, Ishtiaq Rasool Khan, Hassan Dawood, and Hussain Dawood. "A non-uniform quantization scheme for visualization of CT images." Mathematical Biosciences and Engineering 18, no. 4 (2021): 4311-4326(SCI, IF=1.33)
10. Umer, Saqib, Hassan Dawood, Muhammad Haroon Yousaf, Hussain Dawood, and Haseeb Ahmad. "Efficient foreground object segmentation from video by Probability Weighted Moments." Optik 229 (2021): 166251(SCI, IF=2.0).
11. Javed, Maleeha, Hassan Dawood, Muhammad Murtaza Khan, Ameen Banjar, Riad Alharbey, and Hussain Dawood. “Personal Communication Technologies for Smart Spaces Density-Based Clustering for Content and Color Adaptive Tone Mapping.” Mobile Information Systems 2020. (SCI, IF=1.635)
12. Alshdadi, Abdulrahman, Rubab Mehboob, Hassan Dawood, Madini O. Alassafi, Rayed Alghamdi, and Hussain Dawood. “Exploiting Level 1 and Level 3 features of fingerprints for liveness detection.” Biomedical Signal Processing and Control61 (2020): 102039. (SCI, IF=2.94)
13. Faqir Muhammad, Muhammad Riaz, Hassan Dawood & Hussain Dawood (2020) On best linear and Bayesian linear predictor in calibration, Communications in Statistics - Theory and Methods, DOI: 10.1080/03610926.2020.1801733 . (SCI, IF=0.353)
14. Daud, Ali, Min Song, Malik Khizar Hayat, Tehmina Amjad, Rabeeh Ayaz Abbasi, Hassan Dawood, and Anwar Ghani. "Finding rising stars in bibliometric networks." Scientometrics(2020): 1-29. (SCI, IF=2.770)
15. Dawood, Hassan, Munsif Iqbal, Marium Azhar, Haseeb Ahmad, Hussain Dawood, Zahid Mehmood, and Jalal S. Alowibdi. "Texture-preserving denoising method for the removal of random-valued impulse noise in gray-scale images." Optical Engineering 58, no. 2 (2019): 023103. (SCI, IF= 1.209)
16. Xu, Jing, Peng Wu, Yuehui Chen, Qingfang Meng, Hussain Dawood, and Hassan Dawood. "A hierarchical integration deep flexible neural forest framework for cancer subtype classification by integrating multi-omics data." BMC Bioinformatics 20, no. 1 (2019): 1-11. . (SCI, IF= 2.51)
17. Rida-E-Fatima, Syeda, Ali Javed, Ameen Banjar, Aun Irtaza, Hassan Dawood, Hussain Dawood, and Abdullah Alamri. "A Multi-Layer Dual Attention Deep Learning Model With Refined Word Embeddings for Aspect-Based Sentiment Analysis." IEEE Access 7 (2019): 114795-11480 (SCI, IF= 4.098)
18. Sultan, Saba, Ali Javed, Aun Irtaza, Hassan Dawood, Hussain Dawood, and Ali Kashif Bashir. "A hybrid egocentric video summarization method to improve the healthcare for Alzheimer patients." Journal of Ambient Intelligence and Humanized Computing (2019): 1-10. (SCI, IF= 1.423)
19. Muhammad, Faqir, Muhammad Riaz, and Hassan Dawood. "An effective approach to linear calibration estimation with its applications." Communications in Statistics-Theory and Methods (2019): 1-21. (SCI, IF= 0.35)
20. Waqar, Muhammad, Nadeem Majeed, Hassan Dawood, Ali Daud, and Naif Radi Aljohani. "An adaptive doctor-recommender system." Behaviour & Information Technology(2019): 1-15. (SCI, IF= 1.4)
21. Dawood, Hussain, Monagi H. Alkinani, Ahmad Raza, Hassan Dawood, Rubab Mehboob, and Sidra Shabbir. "Correlated Microstructure Descriptor for Image Retrieval." IEEE Access 7 (2019): 55206-55228. (SCI, IF= 3.55)
22. Dawood, Hussain, Hassan Dawood, Guo Ping, Rashid Mehmood, Ali Daud, Abdullah Alamri, and Jalal S. Alowibdi. "Probability weighted moments regularization based blind image De-blurring." Multimedia Tools and Applications (2019): 1-16. (SCI, IF= 1.54)
23. Mir, Abinta Mehmood, Muhammad Haroon Yousaf, and Hassan Dawood. "Criminal action recognition using spatiotemporal human motion acceleration descriptor." Journal of Electronic Imaging 27, no. 6 (2018): 063016. (SCI, IF= 0.780)
24. Masood, Isma, Yongli Wang, Ali Daud, Naif Radi Aljohani, and Hassan Dawood. "Towards Smart Healthcare: Patient Data Privacy and Security in Sensor-Cloud Infrastructure." Wireless Communications and Mobile Computing 2018 (2018). (SCI, IF= 0.869)
25. Raza, Ahmad, Hassan Dawood, Hussain Dawood, Sidra Shabbir, Rubab Mehboob, and Ameen Banjar. "Correlated Primary Visual Texton Histogram Features for Content Base Image Retrieval." IEEE Access 6 (2018): 46595-46616. (SCI, IF= 3.557)
26. Azhar, Marium, Hassan Dawood, Hussain Dawood, Gulraiz Iqbal Choudhary, Ali Kashif Bashir, and Sajjad Hussain Chauhdary. "Detail-preserving switching algorithm for the removal of random-valued impulse noise." Journal of Ambient Intelligence and Humanized Computing (2018): 1-21. (SCI, IF= 1.423)
27. Dawood, Hussain, Sidra Shabbir, Hassan Dawood, Nadeem Majeed, Ahmad Raza, and Rubab Mehboob. "Sparsely encoded distinctive visual features for object recognition." Journal of Electronic Imaging 27, no. 6 (2018): 063035. (SCI, IF= 0.780)
28. Ghafoor, Humaira A., Ali Javed, Aun Irtaza, Hassan Dawood, Hussain Dawood, and Ameen Banjar. "Egocentric Video Summarization Based on People Interaction Using Deep Learning." Mathematical Problems in Engineering 2018 (2018). (SCI, IF= 1.145)
29. Shabbir, Sidra, Nadeem Majeed, Hassan Dawood, Hussain Dawood, and Bingxin Xiu. "Integrating the Local Patches of Weber Orientation with Sparse Distribution Method for Object Recognition." Arabian Journal for Science and Engineering(2018): 1-16. (SCI, IF=1.092)
30. Mehmood, Zahid, Muhammad Rashid, Amjad Rehman, Tanzila Saba, Hassan Dawood, and Hussain Dawood. "Effect of complementary visual words versus complementary features on clustering for effective content-based image search." Journal of Intelligent & Fuzzy Systems Preprint: 1-14. (SCI, IF= 1.426)
31. Mehboob, Rubab, Hassan Dawood, Hussain Dawood, Muhammad Usman Ilyas, Ping Guo, and Ameen Banjar. "Live fingerprint detection using magnitude of perceived spatial stimuli and local phase information." Journal of Electronic Imaging 27, no. 5 (2018): 053038 (SCI, IF= 0.780)
32. Azhar, Marium, Hassan Dawood, and Hussain Dawood. "Texture-oriented image denoising technique for the removal of random-valued impulse noise." Journal of Electronic Imaging 27, no. 3 (2018): 033028. (SCI, IF= 0.780)
33. Raza, Ahmad, Tabassam Nawaz, Hassan Dawood, and Hussain Dawood. "Square texton histogram features for image retrieval." Multimedia Tools and Applications (2018): 1-28. (SCI, IF=1.541)
34. Masood, Isma, Yongli Wang, Ali Daud, Naif Radi Aljohani, and Hassan Dawood. "Privacy Management of Patient Physiological Parameters." Telematics and Informatics (2018). (SCI, IF=3.74)
35. Dawood, Hassan, Hussain Dawood, Ping Guo, “Removal of random-valued impulse noise by local statistics.” Multimedia Tools and Applications, (2014): 1-14. (SCI, IF=1.541)
36. Dawood, Hussain, Hassan Dawood, “Generalization of Impulse noise removal.” The International Arab Journal of Information Technology. (2017) (SCI, IF=0.724)
37. Ahmad, Haseeb, Licheng Wang, Haibo Hong, Jing Li, Hassan Dawood, Manzoor Ahmed, and Yixian Yang. "Primitives towards verifiable computation: A survey." Frontiers of Computer Science (2017): 1-28. (SCI, IF=1.105).
38. Mehmood, Rashid, Guangzhi Zhang, Rongfang Bie, Hassan Dawood, and Haseeb Ahmad. "Clustering by fast search and find of density peaks via heat diffusion." Neurocomputing 208 (2016): 210-217. (SCI, IF=3.241)
39. Daud, Ali. Faqir Muhammad, Hussain Dawood, Hassan Dawood, “Ranking cricket teams.” Information Processing & Management, (2015), 51(2), 62-73. (SCI, IF=3.44)
40. Mehmood, Rashid, Maqbool Uddin Shaikh, Rongfang Bie, Hussain Dawood, and Hassan Dawood. "IoT-enabled Web warehouse architecture: a secure approach." Personal and Ubiquitous Computing 19, no. 7 (2015): 1157-1167. (SCI, IF=1.924)
41. Dawood, Hussain, Hassan Dawood and Ping Guo. “Removal of high-intensity impulse noise by Weber’s law Noise Identifier.” Pattern Recognition Letters, (2014), 49: 121-130. (SCI, IF=1.5)

                                                                                            Journal Publication (Non-SCI)

1. Iqbal Munsif , Hassan Dawood and Muhammad. Nadeem Majeed, “Removal of Random-Valued Impulse Noise by Using Texton”, Technical Journal, University of Engineering and Technology (UET) Taxila, Pakistan Vol. 22 No. II-2017.
2. Shananawaz, M. B., & Dawood, H. (2021). AN EFFECTIVE DEEP LEARNING BASED APPROACH TO MEASURE INTERDEPENDENCE OF HEART RATE VARIABILITY ANALYSIS AND R-PEAKS. Pakistan Journal of Science, 73(2), 293.

                                                                                     Conference Publications

1. Anam Mehmood, Ishtiaq Rasool Khan, Hassan Dawood, Hussain Dawood. “Enhancement of CT Images for Visualization.” SIGGRAPH 2019(poster, EI)
2. Huzaifa Rashid, Nauman Zafar, Muhammad Javed Iqbal, Hassan Dawood and Hussain Dawood. “Single Image Dehazing using CNN.” International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI, 2018). (EI)
3. Mehmood, Asif, Muhammad Javed Iqbal, Hassan Dawood, and Ping Guo. "Computationally Efficient Low Power Neuron Model for Digital Brain." In 2018 14th International Conference on Computational Intelligence and Security (CIS), pp. 1-5. IEEE, 2018(EI)
4. Xu, Jing, Peng Wu, Yuehui Chen, Hassan Dawood, and Qingfei Meng. "Using the Wide and Deep Flexible Neural Tree to Forecast the Exchange Rate." In International Symposium on Neural Networks, pp. 265-272. Springer, Cham, 2018. (EI)
5. Daud, Ali, Akbar Hussain, Rabeeh Ayaz Abbasi, Naif Radi Aljohani, Tehmina Amjad, and Hassan Dawood. "Region-wise Ranking of Sports Players based on Link Fusion." In Companion of the The Web Conference 2018 on The Web Conference 2018, pp. 259-266. International World Wide Web Conferences Steering Committee, 2018. (EI)
6. Yousaf, Rehan Mehmood, Saad Rehman, Hassan Dawood, Guo Ping, Zahid Mehmood, Shoaib Azam, and Abdullah Aman Khan. "Saliency Based Object Detection and Enhancements in Static Images." In International Conference on Information Science and Applications, pp. 114-123. Springer, Singapore, 2017. (EI)
7. Bibi Nazia , Muhammad Nadeem Majid , Hassan Dawood, and Ping guo, “Automatic Parking Space Detection System.” 2017 2nd International Conference on Multimedia and Image Processing, 2017, WuHan China.
8. Muhammad Waqar, Hassan Dawood and Ping Guo, Muhammad Bilal, Mustansar ali"Prediction of Stock Market by Principal Component Analysis", The 13th International Conference on Computational Intelligence and Security (CIS 2017), Hong Kong, China.
9. Dawood Hassan, Hussian Dawood and Ping Guo. "A Hybrid Image Feature Descriptor for Classification." In Computational Intelligence and Security (CIS), 2015 11th International Conference on, pp. 58-61. IEEE, 2015. (EI)
10. Dawood, Hussain, Hassan Dawood and Ping Guo. “Removal of Random-valued Impulse noise by Khalimsky grid.” Asia Pacific Conference on Multimedia and Broadcasting (APMediaCast, 2015). (EI)
11. Yiren Wang, Hassan Dawood and Ping Guo, Qian Yin “A comparative study of different feature mapping methods for image annotation” The Seventh International Conference on Advanced Computational Intelligence (ICACI, 2015). (EI)
12. Dawood, Hassan, Hussain Dawood and Ping Guo. “Texture Image Classification with Improved Weber Local Descriptor.” Artificial Intelligence and Soft Computing. Springer International Publishing, (AISC, 2014). (EI)
13. Dawood, Hassan, Hussain Dawood and Ping Guo. “Global matching to enhance the strength of local intensity order pattern feature descriptor.” Advances in Neural Networks–ISNN 2013. Springer Berlin Heidelberg, (ISNN, 2013). (EI)
14. Dawood, Hassan, Hussain Dawood and Ping Guo. “Efficient Texture Classification Using Short-Time Fourier Transform with Spatial Pyramid Matching.” International Conference on Systems, Man, and Cybernetics, (SMC, 2013). (EI)
15. Dawood, Hussain, Hassan Dawood and Ping Guo. “Combining the contrast information with WLD for texture classification.” IEEE International Conference on Computer Science and Automation Engineering, (CSAE, 2012). (EI)
16. Dawood, Hussain, Hassan Dawood and Ping Guo. “Combining the contrast information with LPQ for texture classification.” IEEE International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT, 2012). (EI)
17. Dawood, Hussain, Hassan Dawood and Ping Guo. “Improved Arabic Word Classification using Spatial Pyramid Matching Method” International Conference Image and Vision Computing New Zealand (IVCNZ, 2011).

National Project:

START UP RESEARCH GRANT PROGRAM

Title of the Project: Detection and recognition of car license plates using texture features

International Project:

Title of the Project: Research on resource scheduling modeling and fast intelligent algorithm for 5G mobile communication system

Core Responsibility: Design of algorithm design and Implementation and linkage between Chinese and Pakistani collaborator to provide supporting materials related to project declaration, progress reporting.

Department of Computer Engineering, University of Engineering and Technology, Taxila

Assistant Professor from 07-07-2015 to August 2016.

Department of Software Engineering, University of Engineering and Technology, Taxila

1. Assistant Professor from August 2016 to 19-01-2022
2. Associate Professor form 19-01-2022 to-date

Pakistan Engineering Council

Spring (S) , Fall (F)

Undergraduate Level:

1. Basic Electrical Engineering [3 Credits] F15
2. Machine Learning [3 Credits] F 16, F17.
3. Artificial Intelligence [3 Credits] S17, S18, S 20.
4. Probability and Statistics [3 Credits] F18
5. Computer Vision [3 Credits] S19
6. Humen Computer Intrection [3 Credits] F 20
7. Digital Image Processing[4 Credits]S 20
8. Artificial Neural Network [4 Credits]F 20
9. Cloud Computing [3 Credits] F 23 

Graduate Level:

1. Pattern Recognition [3 Credits] F15
2. Advanced Machine Learning [3 Credits] S17,S18 ,S19.
3. Advanced Engineering Mathematics [3 Credits] F17, S23
4. Digital Image Processing [3 Credits] F18, 20
5. Research Methodology [3 Credits] F19,22,23
6. Computer Vision [3 Credits] S 20

Department of Computer Engineering, University of Engineering and Technology, Taxila

Assistant Professor from 07-07-2015 to August 2016.

Department of Software Engineering, University of Engineering and Technology, Taxila

1. Assistant Professor from August 2016 to 19-01-2022
2. Associate Professor form 19-01-2022 to-date

1. Fully funded Conference from conference chair, at Haikoi, China, 2023.

2. Fully funded Ph.D. scholarship from China Scholarship Council, at Beijing Normal University, Beijing, China, 2012-2015.

3. Best graduate student in 2015(PhD degree) at Beijing Normal University, Beijing, China.

4. Excellent Ph.D. student of the year (First Prize) on yearly performance at Beijing Normal University, Beijing, China, 2013-2014.

5. Special contribution to International Students Office (2nd Prize) at Beijing Normal University, Beijing, China, 2013-2014.

6. Excellent Ph.D. student of the year (First Prize) on yearly performance at Beijing Normal University, Beijing, China, 2012-2013.

7. Special contribution to International Students Office (2nd Prize) at Beijing Normal University, Beijing, China, 2012-2013.

8. Best graduate (Master degree) student in 2012.

9. Fully funded Masters scholarship from China Scholarship Council, at Beijing Normal University, Beijing, China, 2010-2012.

10. Special contribution to International Student office (Honourable mention) at Beijing Normal University, Beijing, China 2012.

1. Anam Mehmood, Ishtiaq Rasool Khan, Hassan Dawood, Hussain Dawood. “Enhancement of CT Images for Visualization.” SIGGRAPH 2019(poster, EI)
2. Huzaifa Rashid, Nauman Zafar, Muhammad Javed Iqbal, Hassan Dawood and Hussain Dawood. “Single Image Dehazing using CNN.” International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI, 2018). (EI)
3. Mehmood, Asif, Muhammad Javed Iqbal, Hassan Dawood, and Ping Guo. "Computationally Efficient Low Power Neuron Model for Digital Brain." In 2018 14th International Conference on Computational Intelligence and Security (CIS), pp. 1-5. IEEE, 2018(EI)
4. Xu, Jing, Peng Wu, Yuehui Chen, Hassan Dawood, and Qingfei Meng. "Using the Wide and Deep Flexible Neural Tree to Forecast the Exchange Rate." In International Symposium on Neural Networks, pp. 265-272. Springer, Cham, 2018. (EI)
5. Daud, Ali, Akbar Hussain, Rabeeh Ayaz Abbasi, Naif Radi Aljohani, Tehmina Amjad, and Hassan Dawood. "Region-wise Ranking of Sports Players based on Link Fusion." In Companion of the The Web Conference 2018 on The Web Conference 2018, pp. 259-266. International World Wide Web Conferences Steering Committee, 2018. (EI)
6. Yousaf, Rehan Mehmood, Saad Rehman, Hassan Dawood, Guo Ping, Zahid Mehmood, Shoaib Azam, and Abdullah Aman Khan. "Saliency Based Object Detection and Enhancements in Static Images." In International Conference on Information Science and Applications, pp. 114-123. Springer, Singapore, 2017. (EI)
7. Bibi Nazia , Muhammad Nadeem Majid , Hassan Dawood, and Ping guo, “Automatic Parking Space Detection System.” 2017 2nd International Conference on Multimedia and Image Processing, 2017, WuHan China.
8. Muhammad Waqar, Hassan Dawood and Ping Guo, Muhammad Bilal, Mustansar ali"Prediction of Stock Market by Principal Component Analysis", The 13th International Conference on Computational Intelligence and Security (CIS 2017), Hong Kong, China.
9. Dawood Hassan, Hussian Dawood and Ping Guo. "A Hybrid Image Feature Descriptor for Classification." In Computational Intelligence and Security (CIS), 2015 11th International Conference on, pp. 58-61. IEEE, 2015. (EI)
10. Dawood, Hussain, Hassan Dawood and Ping Guo. “Removal of Random-valued Impulse noise by Khalimsky grid.” Asia Pacific Conference on Multimedia and Broadcasting (APMediaCast, 2015). (EI)
11. Yiren Wang, Hassan Dawood and Ping Guo, Qian Yin “A comparative study of different feature mapping methods for image annotation” The Seventh International Conference on Advanced Computational Intelligence (ICACI, 2015). (EI)
12. Dawood, Hassan, Hussain Dawood and Ping Guo. “Texture Image Classification with Improved Weber Local Descriptor.” Artificial Intelligence and Soft Computing. Springer International Publishing, (AISC, 2014). (EI)
13. Dawood, Hassan, Hussain Dawood and Ping Guo. “Global matching to enhance the strength of local intensity order pattern feature descriptor.” Advances in Neural Networks–ISNN 2013. Springer Berlin Heidelberg, (ISNN, 2013). (EI)
14. Dawood, Hassan, Hussain Dawood and Ping Guo. “Efficient Texture Classification Using Short-Time Fourier Transform with Spatial Pyramid Matching.” International Conference on Systems, Man, and Cybernetics, (SMC, 2013). (EI)
15. Dawood, Hussain, Hassan Dawood and Ping Guo. “Combining the contrast information with WLD for texture classification.” IEEE International Conference on Computer Science and Automation Engineering, (CSAE, 2012). (EI)
16. Dawood, Hussain, Hassan Dawood and Ping Guo. “Combining the contrast information with LPQ for texture classification.” IEEE International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT, 2012). (EI)
17. Dawood, Hussain, Hassan Dawood and Ping Guo. “Improved Arabic Word Classification using Spatial Pyramid Matching Method” International Conference Image and Vision Computing New Zealand (IVCNZ, 2011).

Bachelor of Software Engineering (BSSE)

1. Saad Khan “School Nexus- School Management System” (2017)
2. Moazzma Maryam, Tazeem Nasreen, Zarish Anwar “Comparison Between Sparse and Dense Descriptors.” 2020

Master of Software Engineering (MSC)

1. Mariam Khan “Performance evaluation and Estimation of Selenium Web Driver over Windows 10.” 2017
2. Munsif Iqbal “Removal of Random-Valued Impulse by Using Texton.” 2017
3. Marium Azher “Texture-oriented and detail preserving image de-noising technique for the removal of random-valued impulse noise.” 2018
4. Rubab Mehboob “An efficient livness detection method-using gradient based features.” 2018
5. Maleeha Javed, 17F-MS-SE-04, “A novel clustering-based technique for tone mapping.”
6. Saqib Umer, 17F-MS-SE-05, “Unsupervised learning for foreground object segmentation in videos.”
7. Sadia Sehrish, 16-MS-SE-04, “Automatic skin lesion detection and classification using transfer learning.”
8. Anam Mehmood, 17F-MS-SE-11, “An efficient clustering-based technique for tone mapping.”
9. Daniyal Nazir, 17-MS-SE-11, “Low light image enhancement.”

Under Supervision (MSC):

1. Rida Kalsoom, 17F-MS-SE-12, “Multi-Channel probability weighted moment nuclear norm minimization for real colour image denoising.”
2. Sania Saeed, 18F-MS-SE-01, “Liveness Detection in fingerprint based biometric systems.”

Phd Sutudents Under Supervision : 

1. Engr. Asim Raza, 15-UET/PhD-CP-48, Part-time PhD Student: “A study on Local feature descriptor for activity recognition in classroom.”
2. Engr. Nazia Bibi, 16-UET/PhD-SE-15, Part-time PhD Student: “Feature extraction methods for image classification.”
3. Engr. Muhammad Bilal Shahnawaz, 17-UET/PhD-SE-F-22, Full-time PhD Student: “Heart Rate Variability and its Applications.”
4. Rubab Mehboob, 19-PhD-SE-28, “Fingerprint liveness detection method-using gradient based features.”
5. Rabia Afzal Minhas, 19-PhD-SE-34, “Denoising of the images.”