Dr. Imran Mumtaz

Associate Professor | Department of Department of Computer Science

18

Journal Articals

2

Counference Papers

1

Books

Full Name: Dr. Imran Mumtaz
Designation: Associate Professor
Qualification: Ph.D.
Research Areas: Machine Learning, Deep Learning, Medical Image Segmentation, Human Motion Analysis, Face Recognition, Pattern Recognition. Segmentation and Classification.
Address: Department of Computer Science, University of Agriculture, Faisalabad, Pakistan. 38000
Phone (Office): +92419200829 3343
Phone (Mobile): +923331761044
Fax:
EMail (Primary): imranmumtaz@uaf.edu.pk
EMail (Secondary): imranmumtaz@yahoo.com
Job Type: TTS Tenured
HEC Approved Supervisor: Yes
Sr# Title Authors Journal Pages Imp. Fact. ISSN (Online) ISSN (Print) DOI URL HEC Cat. Pub. Date
1 CAGAN: Classifier-augmented GANs for Weakly-Supervised COVID-19 Lung Lesion Localization International journal of IET Computer Vision, 18 (1) 18 1.48 1751-9640 1751-9632 https://doi.org/10.1049/cvi2.12216 https://doi.org/10.1049/cvi2.12216 X 2024-02-01
2 Dual-feature Fusion Attention Network for Small Object Segmentation ImranMumtaz, Computers in Biology and Medicine, 160 () 13 6.70 0010-4825 1879-0534 https://doi.org/10.1016/j.compbiomed.2023.106985 https://www.sciencedirect.com/science/article/pii/S001048252300450X?via%3Dihub W 2023-06-26
3 Image Outpainting Guided by Prior Structure Information ImranMumtaz, ImranMumtaz, Pattern Recognition, 164 () 8 4.80 0167-8655 https://doi.org/10.1016/j.patrec.2022.10.030 https://www.sciencedirect.com/science/article/pii/S0167865522003294?via%3Dihub W 2022-11-01
4 A Defects Finding Mechanism in Software Requirements Specification (SRS) Document ImranMumtaz, VFAST Transactions on Software Engineering, 10 (1) 10 0.00 2309-3978 2411-6246 https://doi.org/10.21015/vtse.v10i1.920 https://vfast.org/journals/index.php/VTSE/article/view/920 Y 2022-03-05
5 Extraction of Psychological Effects of Covid-19 Pandemic Through Topic-Level Sentiment Dynamics ImranMumtaz, International journal of Complexity, 2022 () 10 2.83 1099-0526 1076-2787 https://doi.org/10.1155/2022/9914224 https://www.hindawi.com/journals/complexity/2022/9914224/ X 2022-03-18
6 Deep Neural Networks for Automatic Flower Species Localization and Recognition ImranMumtaz, Journal of Computational Intelligence and Neuroscience, 2022 () 9 3.63 1687-5265 1687-5273 https://doi.org/10.1155/2022/9359353 https://www.hindawi.com/journals/cin/2022/9359353/ W 2022-04-29
7 An IoT Based Environmental Controlled Poultry Farm with Cloud Storage ImranMumtaz, Agricultural Sciences Journal, 3 (2) 7 0.00 2707-9724 2707-9716 https://doi.org/10.56520/asj.v3i2.122 https://asj.mnsuam.edu.pk/index.php/asj/article/view/122 Y 2021-12-31
8 Perceptual Image Outpainting Assisted by Low-Level Feature Fusion and Multi-Patch Discriminator ImranMumtaz, ImranMumtaz, Computers, Materials & Continua, 71 (3) 17 3.78 1546-2226 1546-2218 https://doi.org/10.32604/cmc.2022.023071 https://www.techscience.com/cmc/v71n3/46490 None 2022-01-14
9 DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting ImranMumtaz, ImranMumtaz, Pattern Recognition, 124 () 12 8.00 0031-3203 https://doi.org/10.1016/j.patcog.2021.108415 https://www.sciencedirect.com/science/article/pii/S0031320321005914?via%3Dihub W 2022-02-28
10 A comparative Analysis Using Different Machine Learning: An Efficient Approach for Measuring Accuracy of Face Recognition ImranMumtaz, International Journal of Machine Learning and Computing, 11 () 6 0.00 2010-3700 doi: 10.18178/ijmlc.2021.11.2.1023 https://www.ijmlc.org/vol11/1023-IJMLC-1201.pdf Y 2021-03-02
11 AN ANALYSIS ON MACHINE VISION AND IMAGE PROCESSING TECHNIQUES FOR WEED DETECTION IN AGRICULTURAL CROPS ImranMumtaz, ImranMumtaz, Pakistan Journal of Agricultural Sciences, 58 (1) 18 0.86 2076-0906 0552-9034 DOI: 10.21162/PAKJAS/21.305 https://www.pakjas.com.pk/ Y 2021-08-28
12 A NOVEL MACHINE LEARNING BASED ALGORITHM TO DETECT WEEDS IN SOYBEAN CROP ImranMumtaz, Pakistan Journal of Agricultural Sciences, 58 (3) 9 0.86 2076-0906 0552-9034 Y 2021-11-28
13 Face Inpainting Based on GAN by Facial Prediction and Fusion as Guidance Information ImranMumtaz, Applied Soft Computing, 111 () 12 0.00 1568-4946 W 2021-06-24
14 MRI Image Segmentation of Nasopharyngeal Carcinoma Using Multi-Scale Cascaded Fully Convolutional Network ImranMumtaz, Intelligent Automation & Soft Computing, 37 () 12 3.40 1079-8587 2316-005X DOI:10.32604/iasc.2021.019785 X 2021-05-27
15 Multistage Semantic-aware image inpainting with Stacked Generator Networks ImranMumtaz, International Journal of Intelligent Systems, 37 (2) 19 8.99 1098-111X 0884-8173 DOI: 10.1002/int.22687 W 2021-09-09
16 Analysis of Grape Leaf Disease By Using Deep Convolutional Neural Network ImranMumtaz, Agricultural Sciences Journal, 5 (1) 12 0.00 2707-9724 2707-9716 https://doi.org/10.56520/asj.v5i1.242 Y 2023-09-29
17 Fagan Inspection: A Defects Finding Mechanism in Software Requirements Specification (SRS) Document ImranMumtaz, ImranMumtaz, VFAST Transactions on Software Engineering, 10 (1) 15 0.00 2411-6246 2309-3978 : http://dx.doi.org/10.21015/vtse.v10i1.920 https://vfast.org/journals/index.php/VTSE/article/view/920 Y 2022-01-01
18 Memo-UNet: Leveraging historical information for enhanced wave height prediction ImranMumtaz, Neurocomputing, 634 (634) 15 5.50 1872-8286 0925-2312 https://doi.org/10.1016/j.neucom.2025.1https://doi.org/10.1016/j.neucom.2025.12984029840 https://www.sciencedirect.com/science/article/abs/pii/S0925231225005120?via%3Dihub W 2025-03-04
Sr# Conf. Date Title Authors Conference ISSN (Online) ISSN (Print) DOI Duration URL
1 2022-07-14 AgroInfo DSF: A Smart Decision Support Framework for Precision Agriculture and Farming Authors International Conference on Management Science and Engineering Management - Springer - Verlag Berlin Heidelberg 978-3-031-10388-9 978-3-031-10387-2 https://doi.org/10.1007/9 6 Days https://link.springer.com/chapter/10.1007/978-3-031-10388-9_7
2 2025-04-06 CAPAST: Content Affinity Preserved Arbitrary Style Transfer Authors IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2025 - IEEE Institute of Electrical and Electronics Engineers - Hyderabad, India 2379-190X 1520-6149 https://doi.org/10.1109/ICASSP49660.2025.10890339 6 Days https://ieeexplore.ieee.org/document/10890339
Sr# Pub. Date Title Authors Edition Volume Publisher ISBN URL
1 2023-08-04 test book Authors 2 1 new 3343-2334