Department:  Faculty of Sciences, Department of Computer Science

Position:  Assistant Professor

HEC Approved Supervisor:  YES

Research Intersts:  Machine Learning, Deep Learning, Medical Image Segmentation, Human Motion Analysis, Face Recognition, Pattern Recognition. Segmentation and Classification.

Publications:  

1. Li. Xiaojie, Imran Mumtaz , 2021, Multi-stage Semantic-aware Image Inpainting with Stacked Generator Networks" International Journal of Intelligent Systems. Online ISSN: 1098-111X, Wiley Periodicals, LLC., , Wiley Periodicals, 22687,
2. Xian Zhang, Canghong Shi, Xin Wang, Xi Wu, Xiaojie Li, Jiangcheng Lv, Imran Mumtaz , 2021, Face Inpainting Based on GAN by Facial Prediction and Fusion as Guidance Information” Applied Soft Computing Journal, , , 111, 1568-4946
3. Rameen Sohail, Qamar Nawaz, Isma Hamid, Syed Mushhad Gilani, Imran Mumtaz, Ahmad Mateen, and Junaid Nawaz., , 2021, “AN ANALYSIS ON MACHINE VISION AND IMAGE PROCESSING TECHNIQUES FOR WEED DETECTION IN AGRICULTURAL CROPS” Pakistan Journal of Agricultural Sciences, , , 58(1), 187-204
4. Rameen Sohail, Qamar Nawaz, Isma Hamid, Humair Amin, Junaid Nawaz Chaudhary, Syed Mushhad Mustuhzar Gillani and Imran Mumtaz , 2021, A NOVEL MACHINE LEARNING BASED ALGORITHM TO DETECT WEEDS IN SOYBEAN CROP” j Pakistan Journal of Agricultural Sciences,, , 8(3), 1007-1015
5. Yanfen Guo, Zhe Cui, Xiaojie Li, Jing Peng, Jinrong Hu, Zhipeng Yang, Tao Wu and Imran Mumtaz , 2021, MRI Image Segmentation of Nasopharyngeal Carcinoma Using Multi-Scale Cascaded Fully Convolutional Network”, Intelligent Automation & Soft Computing, , , , 1079-8587
6. M. Shakeel Faridi., M. Azam Zia, Zahid Javed, Imran Mumtaz, and Saqib Ali, , 2021, “A comparative Analysis Using Different Machine Learning: An Efficient Approach for Measuring Accuracy of Face Recognition” International Journal of Machine Learning and Computing, , , 11, 2
7. Iram Aslam, M. Azam Zia, Imran Mumtaz, Qamar Nawaz, M. Hashim, 2021, Classification of Insincere Questions Using Deep Learning: Quora Dataset Case Study” International Conference on Management Science and Engineering Management, ICMSEM 2021, 15th International Conferen, , 78,
8. Canghong Shi., Li X., Lv J., Yin J., & Imran Mumtaz, , 2020, “Robust Geodesic based Outlier Detection for Class Imbalance Problem” Published in International Journal Pattern Recognition Letters,, , , 428-434
9. Yong Luo, Xiaoji Li, Chao Luo, Feng Wang, Xi Wu, Imran Mumtaz and Cheng Yi,, 2020, “Tissue Segmentation in Nasopharyngeal CT Images Using Two-Stage Learning” journal of Computers, Materials & Continua, CMC, , , 65, 2
10. Isma Hamid, Qamar Nawaz, M Azam Zia and Imran Mumtaz. “Pixel Level Multi-Focus Image Fusion Algorithm based on 2DPCA” , 2019, IEE International Conference on Communication Software and Networks., , ,
11. Wu X., Li X., He J., Wu X., Imran Mumtaz, “Generative Adversarial Networks with Enhanced Symmetric Residual Units for Single Image Super-Resolution” , 2019, Published in International Conference on Multimedia Modelling. MMM 2019: Multimedia Modelling, , 11, 483-494
12. Wu X., Li X., He J., Wu X., Imran Mumtaz, , 2019, “Generative Adversarial Networks with Enhanced Symmetric Residual Units for Single Image Super-Resolution” Published in International Conference on Multimedia Modelling. , , 11295, 483-494
13. Isma Hamid, Qamar Nawaz, M Azam Zia and Imran Mumtaz. , 2019, . “Pixel Level Multi-Focus Image Fusion Algorithm based on 2DPCA”, 2019 11th IEE International Conference on Communication Software and Networks. Chongqing, China., ,
14. Abdul Razzaq, Muhammd Asim, Zulqrnain 5Ali, Salman Qadri, Imran Mumtaz, Dost Muhammad, , 2019, “Text Sentiment Analysis Using Frequency-Based Vigorous Features”. Journal of China Communications. , , 16, 1673-5447
15. Ahmed Mateen, Qingsheng Zhu, Salman Afsar, Akmal Rehan, Imran Mumtaz and Wasi Ahmad , 2019, “Access control Model for Data Stored on Cloud Computing” International Journal of Advanced Culture Technology , , 7, 208-221
16. Ayesha Tahir, Imran Mumtaz, Mudassar Ahmed, Muhammad Munwar Iqbal, Muhammad Tahir Mehmood,, 2018, “Comparison of OLSR and DSDV Routing Protocols in Wireless Sensor Network by Using NS-2” Published in Technical Journal, UET Taxila, , , 23, 1813-1786
17. Abrar Hussain, Imran Mumtaz, “Finding the Relationship between Students’ , 2017, Performance and Preferences Using Online and Offline Assessments” Published in International Journal of Scientific & Engineering Research, , , 8,
18. Imran Mumtaz, Ayesha Ashraf, , 2017, “A Survey Based Research For Business Intelligence Integration With Knowledge Management” Published In Science International, , , 29(2), 351-354
19. Junaid Khalid, Imran Mumtaz, Rao Muhammad Mahtab Mahboob and Muhammad Raoof, , 2016, “Enhancement in V-model for Component Based Development” Published in International Journal of Computer Engineering and Intelligent System,, , 9, 2222-2863
20. Noor ud Din Zangi, Imran Mumtaz, , 2016, “Influence of Routing Protocols through the pretation of TCP Variants in Mobile Ad Hoc Net-work” Published in International Journal of Scientific & Engineering Research, , , 7, 2229-5518
21. Muhammad Haris Javaid, Imran Mumtaz, , 2016, , “Research on Advances in Security of Cloud Computing for Data Concealment” , , 26(6) , 5153-5158
22. Imran Mumtaz, J. Lv and J. Wei, "A novel method for online action segmentation and classification,, 2015, 5th International Conference on Information Science and Technology (ICIST), , Changsha, , , 569-573
23. Zebeeh Ullah, Imran Mumtaz, and Muhammad Sajid Khan, “Analysis of 3D Face Modelling” , , ” Published in International Journal of Signal Processing, Image Processing and Pattern Recognition, , , 8, 11

TTS

+92-41-9200829 , 3343,3328

+92-41-9201161-70

+92-333-1761044

imranmumtaz@uaf.edu.pk