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Journals

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Journals

#TitleYear
60A. Parvaiz, E.S. Nasir, and M. M. Fraz, 2024. From Pixels to Prognosis: A Survey on AI-Driven Cancer Patient Survival Prediction Using Digital Histology Images. Journal of Imaging Informatics in Medicine, pp.1-24. https://doi.org/10.1007/s10278-024-01049-22024
60H.A. Asghar, B. Khan, Z. Zafar, A.Q.M. Sabri, and M.M. Fraz, 2024. Pakvehicle-reid: a multi-perspective benchmark for vehicle re-identification in unconstrained urban road environment. Multimedia Tools and Applications, 83(17), pp.53009-53024. https://doi.org/10.1007/s11042-023-17070-62024
59K. Aftab, L. Tschirren, B. Pasini, P. Zeller, B. Khan, and M.M. Fraz, 2024. Intelligent Fisheries: Cognitive Solutions for Improving Aquaculture Commercial Efficiency Through Enhanced Biomass Estimation and Early Disease Detection. Cognitive Computation, pp.1-23. https://doi.org/10.1007/s12559-024-10292-22024
58M.S. Akhtar, Z. Zafar, R. Nawaz, and M.M. Fraz, 2024. Unlocking plant secrets: A systematic review of 3D imaging in plant phenotyping techniques. Computers and Electronics in Agriculture, 222, p.109033. https://doi.org/10.1016/j.compag.2024.1090332024
57 M. Khurshid, M. Shahzad, H.A. Khattak, M.I. Malik, and M.M. Fraz, 2024. Vision Based 3D Localization of UAV Using Deep Image Matching. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. https://doi.org/10.1109/JSTARS.2024.34223102024
56M.A. Khalid, A. Khurshid, K. Zulfiqar, U. Bashir, and M.M. Fraz, 2024. A two-stage regression framework for automated cephalometric landmark detection incorporating semantically fused anatomical features and multi-head refinement loss. Expert Systems with Applications, p.124840. https://doi.org/10.1016/j.eswa.2024.1248402024
55E.S. Nasir, S. Rasool, R. Nawaz, and M.M. Fraz, 2024. AFINITI: attention-aware feature integration for nuclei instance segmentation and type identification. Neural Computing and Applications, pp.1-19. https://doi.org/10.1007/s00521-024-10114-42024
54M.Q. Khan, M. Shahzad, S.A. Khan, M.M. Fraz, and X.X. Zhu, 2024. Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization. Pattern Recognition, 155, p.110712.https://doi.org/10.1016/j.patcog.2024.1107122024
53B. Khan, A. Mumtaz, Z. Zafar, M. Sedkey, E. Benkhelifa, M. M. Fraz, "CGA-Net: channel-wise gated attention network for improved super-resolution in remote sensing imagery." Machine Vision and Applications 34.6 (2023): 128. https://doi.org/10.1007/s00138-023-01477-02023
52M. A. Nawshad, A. Saadat, M. M. Fraz, "Boosting facial recognition capability for faces wearing masks using attention augmented residual model with quadruplet loss." Machine Vision and Applications 34.6 (2023): 108. https://doi.org/10.1007/s00138-023-01461-82023
51H. Soltani, M. Amroune, I. Bendib, M. Y. Haouam, E. Benkhelifa, M. M. Fraz. "Breast lesions segmentation and classification in a two-stage process based on Mask-RCNN and Transfer Learning." Multimedia Tools and Applications (2023): 1-18. https://doi.org/10.1007/s11042-023-16895-52023
50A. Parvaiz, M. A. Khalid, R. Zafar, H. Ameer, M. Ali, M. M. Fraz, "Vision Transformers in medical computer vision—A contemplative retrospection", Engineering Applications of Artificial Intelligence, Volume 122, 2023, 106126, ISSN 0952-1976, https://doi.org/10.1016/j.engappai.2023.1061262023
49N. Perwaiz, M. Shahzad, M. M. Fraz. "TransPose Re-ID: transformers for pose invariant person Re-identification." Journal of Experimental & Theoretical Artificial Intelligence (2023): 1-14. https://doi.org/10.1080/0952813X.2023.22145702023
48A. Zahra, N. Perwaiz, M. Shahzad, M. M. Fraz. "Person re-identification: A retrospective on domain specific open challenges and future trends", Pattern Recognition, Volume 142, 2023, 109669, ISSN 0031-3203, https://doi.org/10.1016/j.patcog.2023.1096692023
47S. N. Rashid, M. M. Fraz, "Nuclei probability and centroid map network for nuclei instance segmentation in histology images." Neural Computing and Applications 35.21 (2023). https://doi.org/10.1007/s00521-023-08503-22023
46S. K. J. Rizvi, M. M. Fraz. "Robust malware clustering of windows portable executables using ensemble latent representation and distribution modeling." Concurrency and Computation: Practice and Experience 35.8 (2023): e7621. https://doi.org/10.1002/cpe.76212023
45N. Perwaiz, M. Shahzad, M. M. Fraz. "Ubiquitous vision of transformers for person re-identification". Machine Vision and Applications 34, 27 (2023). https://doi.org/10.1007/s00138-023-01376-42023
44R Hassan, MM Fraz, A Rajput, M Shahzad. "Residual Learning with Annularly Convolutional Neural Networks for Classification and Segmentation of 3D Point Clouds". Neurocomputing. https://doi.org/10.1016/j.neucom.2023.01.0262023
43G. M. Dogar, M. Shahzad, M. M. Fraz (2023). "Attention augmented distance regression and classification network for nuclei instance segmentation and type classification in histology images". Biomedical Signal Processing and Control, 79, 104199. https://doi.org/10.1016/j.bspc.2022.1041992023
42E. S. Nasir, A. Parvaiz, and M. M. Fraz. "Nuclei and glands instance segmentation in histology images: a narrative review." Artificial Intelligence Review 56.8 (2023): 7909-7964. https://doi.org/10.1007/s10462-022-10372-52023
41N. Pervaiz, M. M. Fraz & M. Shahzad. Smart surveillance with simultaneous person detection and re-identification. Multimed Tools Appl (2022). https://doi.org/10.1007/s11042-022-13458-y2022
40N. Pervaiz, M. M. Fraz & M. Shahzad. Per-former: rethinking person re-identification using transformer augmented with self-attention and contextual mapping. Vis Comput (2022). https://doi.org/10.1007/s00371-022-02577-02022
39S. S. Ali Zaidi, M. M. Fraz, M. Shahzad, & S. Khan (2022). A multiapproach generalized framework for automated solution suggestion of support tickets. International Journal of Intelligent Systems, 37(6), 3654-3681. https://doi.org/10.1002/int.227012022
38S.A. Badawi, M. M. Fraz, M. Shehzad, et al. Detection and Grading of Hypertensive Retinopathy Using Vessels Tortuosity and Arteriovenous Ratio. J Digit Imaging 35, 281–301 (2022). https://doi.org/10.1007/s10278-021-00545-z2022
37S.K.J. Rizvi, M.A. Azad, & M.M. Fraz, Spectrum of Advancements and Developments in Multidisciplinary Domains for Generative Adversarial Networks (GANs). Arch Computat Methods Eng 28, 4503–4521 (2021). https://doi.org/10.1007/s11831-021-09543-42021
36S. K. J. Rizwi, W. Aslam, M. Shahzad, S. Saleem, M. M. Fraz , "PROUD-MAL: static analysis-based progressive framework for deep unsupervised malware classification of windows portable executable", Complex & Intelligent Systems, Vol. 21 , No. 2, Oct, 2021. https://doi.org/10.1007/s40747-021-00560-12021
35S. S. A. Zaidi, M. M. Fraz, M. Shahzad , "A multiapproach generalized framework for automated solution suggestion of support tickets", International Journal of Intelligent Systems, Vol. 21 , No. 2, Sep, 2021. https://doi.org/10.1002/int.227012021
34N. Perwaiz​, M. M. Fraz, M. Shahzad , "Stochastic attentions and context learning for person re-identification", PeerJ Computer Science, Vol. 7 , No. e447, May, 2021. https://doi.org/10.7717/peerj-cs.4472021
33S. K. J. Rizwi, M. A. Azad, M. M. Fraz , "Spectrum of Advancements and Developments in Multidisciplinary Domains for Generative Adversarial Networks (GANs)", Archives of Computational Methods in Engineering, Vol. 2021 , No. 1, Apr, 2021. https://doi.org/10.1007/s11831-021-09543-42021
32I Khurram, M.M. Fraz , M Shahzad, NM Rajpoot , "Dense-CaptionNet: A Sentence Generation Architecture for Fine-Grained Description of Image Semantics", Cognitive Computing, Vol. 13 , No. 1, PP. 595-691, Mar, 2021. https://doi.org/10.1007/s12559-019-09697-12021
31I. Mahmood, M. Mobeen, A. U. Rahman, S. Younis, A. W. Malik, M. M. Fraz, KafaitUllah , "Modeling, simulation and forecasting of wind power plants using agent-based approach", Journal of Cleaner Production, Vol. 276 , No. 1, Dec, 2020. https://doi.org/10.1016/j.jclepro.2020.1241722020
30S. Mehmood, M. Shahzad, M.M. Fraz , "DCARN: Deep Context Aware Recurrent Neural Network for Semantic Segmentation of Large Scale Unstructured 3D Point Cloud", Neural Processing Letters, Vol. 52 , No. 3, Oct, 2020. https://doi.org/10.1007/s11063-020-10368-82020
29S. Javed, A. Mahmood, M. M. Fraz, , NA Koohbanani, K. Benes, Y. Tsang, K. Hewitt, D, Epstein, D. Snead, N. M. Rajpoot , "Cellular community detection for tissue phenotyping in colorectal cancer histology images", Medical Image Analysis, Vol. 63 , No. 1, Jul, 2020. https://doi.org/10.1016/j.media.2020.1016962020
28M.A. Hashmi, Q. Riaz, M. Zeeshan M. Shahzad, M. M. Fraz , "Motion Reveal Emotions: Identifying Emotions from Human Walk Using Chest Mounted Smartphone", IEEE Sensors Journal, Vol. 2020 , No. 1, Jun, 2020. https://doi.org/10.1109/JSEN.2020.30043992020
27M. Haroon, M. Shahzad, M.M. Fraz , "Multi-sized Object Detection Using Spaceborne Optical Imagery", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), Vol. 0 , No. 0, PP. , Jun, 2020. https://doi.org/10.1109/JSTARS.2020.30003172020
26M. Shaban, R. Awan, M.M. Fraz , A. Azam, Y. Tsang, D. Snead, N.M. Rajpoot , "Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images", IEEE Transactions on Medical Imaging, Vol. 21 , No. 1, Feb, 2020. https://doi.org/10.1109/TMI.2020.29710062020
25T. Zaheer, A. W. Malik, A. U. Rahman, A. Zahir, M. M. Fraz , "A vehicular network–based intelligent transport system for smart cities", International Journal of Distributed Sensor Networks, Vol. 10 , No. 1, Nov, 2019. https://doi.org/10.1177/15501477198888452019
24M.M. Fraz , S. A. Khurran, S. Graham, M. Shaban, Asif Loya, N.M. Rajpoot , "FABnet: Feature attention based network for simultaneous segmentation of microvessels and nerves in routine histology images of oral cancer", Neural Computing and Applications, Vol. 20 , No. 1, Nov, 2019. https://doi.org/10.1007/s00521-019-04516-y2019
23M.M. Fraz , M. Badar, A.W. Malik, S. A. Barman , "Computational Methods for Exudates Detection and Macular Edema Estimation in Retinal Images: A Survey", Archives of Computational Methods in Engineering, Vol. 26 , No. 4, PP. 1193–1220, Sep, 2019. https://doi.org/10.1007/s11831-018-9281-42019
22M. Shaban, S.A. Khurram, M. M. Fraz , N. Alsubaie, I. Masood, S. Mushtaq, M. Hassan, A. Loya & N. M. Rajpoot , "A Novel Digital Score for Abundance of Tumour Infiltrating Lymphocytes Predicts Disease Free Survival in Oral Squamous Cell Carcinoma", Nature Scientific Reports, Vol. 9 , No. 1, PP. 13341 (2019) , Sep, 2019. https://doi.org/10.1038/s41598-019-49710-z2019
21S. B. Ahmed, S. F. Ali, J. Ahmad, M. Adnan, M. M. Fraz , "On the Frontiers of Pose Invariant Face Recognition: A Review", Artificial Intelligence Review, Vol. 2019 , No. 1, PP. 1-64, Jul, 2019. https://doi.org/10.1007/s10462-019-09742-32019
20S. Arshad, M. Shahzad, Q. Riaz, M. M. Fraz , "DPRNet: Deep 3D Point based Residual Network for Semantic Segmentation and Classification of 3D Point Clouds", IEEE Access, Vol. 8 , No. 1, May, 2019. https://doi.org/10.1007/s10462-019-09742-32019
19S. A. Badawi and M. M. Fraz , "Multiloss Function Based Deep Convolutional Neural Network for Segmentation of Retinal Vasculature into Arterioles and Venules", BioMed Research International, Vol. 2019 , No. 1, PP. 17, Apr, 2019. https://doi.org/10.1155/2019/47472302019
18R. M. S. Bashir, M. Shahzad, M. M. Fraz , "VR-PROUD: Vehicle Re-identification using PROgressive Unsupervised Deep architecture", Pattern Recognition, Vol. 90 , No. 1, PP. 52-65, Jan, 2019. https://doi.org/10.1016/j.patcog.2019.01.0082019
17C. G. Owen, A. R Rudnicka, R. A Welikala, M. M. Fraz, S. A Barman , R. Luben, S. A Hayat, K. T. Khaw, D. P Strachan, P. H Whincup, P. J Foster , "Retinal vasculometry associations with cardiometabolic risk factors in the European Prospective Investigation of Cancer Norfolk study", Ophthalmology, Vol. 126 , No. 1, PP. 96-106, Jan, 2019. https://doi.org/10.1016/j.ophtha.2018.07.0222019
16N. Pervaiz, M. M. Fraz, M. Shahzad , "Person Re-Identification Using Hybrid Representation Reinforced by Metric Learning", IEEE Access, Vol. 7 , No. 1, Dec, 2018. https://doi.org/10.1109/ACCESS.2018.28822542018
15S.A. Badawi, M.M. Fraz , "Optimizing the trainable B-COSFIRE filter for retinal blood vessel segmentation", PeerJ, Vol. 6 , No. 1, PP. 5855, Nov, 2018. https://doi.org/10.7717/peerj.58552018
14M. N. Zahoor, M. M. Fraz , "A Correction to the Article “Fast Optic Disc Segmentation in Retina Using Polar Transform”", IEEE Access, Vol. 6 , No. 1, PP. 4845 - 4849, Jan, 2018. https://doi.org/10.1109/ACCESS.2018.27900402018
13M. M Fraz , W. Jahangir, S. Zahid, M. M. Hamayun, S. A. Barman , "Multiscale segmentation of exudates in retinal images using contextual cues and ensemble classification", Biomedical Signal Processing and Control, Vol. 35 , No. 1, PP. 50-62, May, 2017. https://doi.org/10.1016/j.bspc.2017.02.0122017
12M. Abdullah, M.M. Fraz, S.A. Barman , "Localization and segmentation of optic disc in retinal images using Circular Hough transform and Grow Cut algorithm", PeerJ, Vol. 4 , No. 1, PP. 1-23, Apr, 2016. https://doi.org/10.7717/peerj.20032016
11RA Welikala, M.M. Fraz, PJ Foster, PH Whincup, AR Rudnicka, CG Owen, DP Strachan, SA Barman , "Automated retinal image quality assessment on the UK Biobank dataset for epidemiological studies", Computers in Biology and Medicine, Vol. 71 , No. 1, PP. 67–76, Apr, 2016. https://doi.org/10.1016/j.compbiomed.2016.01.0272016
10M.M. Fraz , R.A. Welikala, A.R. Rudnicka, C.G. Owen, D.P. Strachan, S.A. Barman , "QUARTZ: Quantitative Analysis of Retinal Vessel Topology and size – An automated system for quantification of retinal vessels morphology", Expert Systems with Applications, Vol. 42 , No. 20, PP. 7221, Nov, 2015. https://doi.org/10.1016/j.eswa.2015.05.0222015
9R.A. Welikala, M.M. Fraz, T.H. Williamson, S.A. Barman , , "The automated detection of proliferative diabetic retinopathy using dual ensemble classification", International Journal of Diagnostic Imaging, Vol. 2 , No. 2, PP. , Sep, 2015. https://doi.org/10.5430/ijdi.v2n2p722015
8R.A. Welikala, M.M. Fraz , J. Dehmeshki, A. Hoppe, V. Tah, S. Mann, T.H. Williamson, S.A. Barman , "Genetic algorithm based feature selection combined with dual classification for the automated detection of proliferative diabetic retinopathy", Computerized Medical Imaging and Graphics, Vol. 43 , No. 7, PP. 64-77, Jul, 2015. https://doi.org/10.1016/j.compmedimag.2015.03.0032015
7A. Basit, M.M.Fraz , "Optic disc detection and boundary extraction in retinal images", Applied Optics, Vol. 54 , No. 11, PP. 3440-3447, Apr, 2015. https://doi.org/10.1364/AO.54.0034402015
6M.M. Fraz , A. R. Rudnicka, C. G. Owen, S. A. Barman , "Delineation of blood vessels in paediatric retinal images using decision trees-based ensemble classification.", International journal of computer assisted radiology and surgery, Vol. 9 , No. 5, PP. 795-811, Sep, 2014. https://doi.org/10.1007/s11548-013-0965-92014
5M.M. Fraz , A. Basit, S. A. Barman , "Application of Morphological Bit Planes in Retinal Blood Vessel Extraction", Journal of Digital Imaging, Vol. 26 , No. 2, PP. 274-286, Apr, 2013. IF: 2.572 https://doi.org/10.1007/s10278-012-9513-32013
4M.M. Fraz , P. Remagnino, A. Hoppe, A. Rudnicka, C.G. Owen, P. H. Whincup, S.A. Barman , "Quantification of blood vessel calibre in retinal images of multi-ethnic school children using model based approach", Computerized Medical Imaging and Graphics, Vol. 37 , No. 1, PP. 48-60, Jan, 2013. https://doi.org/10.1016/j.compmedimag.2013.01.0042013
3M.M. Fraz , S.A. Barman, P. Remagnino, A. Hoppe, A. Basit, B. Uyyanonvara, A.R. Rudnicka, C.G. Owen , "An approach to localize the retinal blood vessels using bit planes and centerline detection", Computer Methods and Programs in Biomedicine, Vol. 108 , No. 2, PP. 600-616, Nov, 2012. https://doi.org/10.1016/j.cmpb.2011.08.0092012
2M.M. Fraz , P. Remagnino, A. Hoppe, B. Uyyanonvara, A.R. Rudnicka, C.G. Owen, S.A. Barman , "Blood vessel segmentation methodologies in retinal images – A survey", Computer Methods and Programs in Biomedicine, Vol. 108 , No. 1, PP. 407-433, Oct, 2012. https://doi.org/10.1016/j.cmpb.2012.03.0092012
1M.M. Fraz , P. Remagnino, A. Hoppe, B. Uyyanonvara, A.R. Rudnicka, C.G. Owen, S.A. Barman , "An Ensemble Classification-Based Approach Applied to Retinal Blood Vessel Segmentation", IEEE Transactions on Biomedical Engineering, Vol. 59 , No. 9, PP. 2538-2548, Sep, 2012. https://doi.org/10.1109/TBME.2012.22056872012

Conferences

#TitleYear
75R. Khan, M.A. Khalid, K. Zulfiqar, U. Bashir, and M.M. Fraz, 2024, July. Enhancing Cephalometric Landmark Detection with a Two-Stage Cascaded CNN on Multi-resolution Multi-modal Data. In Annual Conference on Medical Image Understanding and Analysis (pp. 3-18). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-66958-3_12024
74R. Zafar, B. Khan, and M.M. Fraz, 2023, November. PakWaterSeg: A Multi-Temporal Satellite Water Bodies Dataset. In 2023 18th International Conference on Emerging Technologies (ICET) (pp. 287-292). IEEE https://doi.org/10.1109/ICET59753.2023.103747572024
73V. Mehmood, A. I. Malik, Z. Zafar, M. Shahzad, K. Berns, M. M. Fraz, "Multi-year monitoring of wheat phenology and effect of climate change in the south Asian region using Sentinel-2 NDVI time series analysis." Image and Signal Processing for Remote Sensing XXIX. Vol. 12733. SPIE, 2023. https://doi.org/10.1117/12.26831482023
72V. Mehmood, R. Murtaza, Z. Zafar, M. Shahzad, K. Berns, M. M. Fraz, "Time series-based active labeling framework for curating a multispectral sentinel 2 imagery dataset for crop type mapping." IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2023. https://doi.org/10.1109/IGARSS52108.2023.102820842023
71K. Shahzad, S. Iqbal, M. M. Fraz, "Automated Solution Development for Smart Grids: Tapping the Power of Large Language Models", 2023, 17th International Conference on Engineering of Modern Electric Systems (EMES), https://doi.org/10.1109/EMES58375.2023.101716812023
70H. Amjad, M. S. Ashraf, S. Z. A. Sherazi, S. Khan, M. M. Fraz, T. Hameed S. A. C. Bukhari, "Attention-Based Explainability Approaches in Healthcare Natural Language Processing." (2023). https://doi.org/10.5220/001192730000341410.5220/00119273000034142023
69A. H. Khan, Z. Zafar, M. Shahzad, K. Berns and M. M. Fraz, "Crop Type Classification using Multi-temporal Sentinel-2 Satellite Imagery: A Deep Semantic Segmentation Approach," 2023 International Conference on Robotics and Automation in Industry (ICRAI), Peshawar, Pakistan, 2023, pp. 1-6, https://doi.org/10.1109/ICRAI57502.2023.100895862023
68Learning Disease Specific Knowledge Graph from Unstructured Radiology Reports and Electronic Health Records (EHRs) Authors Farina Tariq, Saad A Khan, MM Fraz Publication date 2022/11/29 Conference 2022 17th International Conference on Emerging Technologies (ICET) Pages 101-106 Publisher IEEE. https://doi.org/10.1109/ICET56601.2022.100046792022
67Analysis of Vegetation Indices in the Cotton Crop in South Asia region using UAV Imagery Authors Noor us Sabah, Muhammad Usama, Zuhair Zafar, Muhammad Shahzad, Muhammad Moazam Fraz, Karsten Berns Publication date 2022/11/29 Conference 2022 17th International Conference on Emerging Technologies (ICET) Pages 70-75 Publisher IEEE. https://doi.org/10.1109/ICET56601.2022.100046622022
66An Efficient Adversarial Defiance Towards Malware Detection System (MDS) Authors Syed Khurram Jah Rizvi, Muhammad Moazam Fraz Publication date 2022/12/19 Conference 2022 IEEE 19th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET) Pages 178-182 Publisher IEEE. https://doi.org/10.1109/HONET56683.2022.100190762022
65Esha S. Nasir and M.M. Fraz, "NuRiSC: Nuclei Radial instance Segmentation & Classification", in the proceedings of 3rd International Conference on Medical Imaging and Computer-Aided Diagnosis, 20-21, Nov 2022, University of Leicester, UK2022
64F. Tariq, S. A. Khan and M.M. Fraz, "Schema based Knowledge graph for Clinical Knowledge Representation from Structured and Unstructured Oncology Data", in the proceedings of 3rd International Conference on Medical Imaging and Computer-Aided Diagnosis, 20-21, Nov 2022, University of Leicester, UK2022
63M. A. Nawshad, Z. Zafar and M. M. Fraz, "Recognition of Faces Wearing Masks Using Skip Connection Based Dense Units Augmented With Self Restrained Triplet Loss," 2022 24th International Multitopic Conference (INMIC), Islamabad, Pakistan, 2022, pp. 1-7, https://doi.org/10.1109/INMIC56986.2022.99729122022
62N. Perwaiz, M. Shahzad and M. M. Fraz, "Unveiling the Potential of Vision Transformer Architecture for Person Re-identification," 2022 24th International Multitopic Conference (INMIC), Islamabad, Pakistan, 2022, pp. 1-6, https://doi.org/10.1109/INMIC56986.2022.99729082022
61S. Wazir and M. M. Fraz, "HistoSeg: Quick attention with multi-loss function for multi-structure segmentation in digital histology images," 2022 12th International Conference on Pattern Recognition Systems (ICPRS), 2022, pp. 1-7, https://doi.org/10.1109/ICPRS54038.2022.98540672022
60B. Khan, M. M. Fraz, A. Mumtaz, "Enhanced Super-Resolution via Squeeze-and-Residual-Excitation in Aerial Imagery," 2021 International Conference on Frontiers of Information Technology (FIT), 2021, pp. 19-24, https://doi.org/10.1109/FIT53504.2021.000142021
58A. Rasool, M. M. Fraz, S. Javed, “Multiscale Unified Network for Simultaneous Segmentation of Nerves and Micro-vessels in Histology Images”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94415092021
57G.M. Dogar, M.M. Fraz, S. Javed, “Feature Attention Network for Simultaneous Nuclei Instance Segmentation and Classification in Histology Images”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94414742021
56M. A. Nawshad, U. A. Shami, S. Sajid, M. M. Fraz, “Attention Based Residual Network for Effective Detection of COVID-19 and Viral Pneumonia”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94414852021
55T. S. S. Hashmi, N. Haq, M. M. Fraz, M. Shahzad, “Application of Deep Learning for Weapons Detection in Surveillance Videos”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94415232021
54S. Sattar, Y. Sattar, M. Shahzad, M. M. Fraz, “Group Activity Recognition in Visual Data: A Retrospective Analysis of Recent Advancements”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94414782021
53R. Faizan, M. M. Fraz, M. Shahzad, “IAB-Net: Informative and Attention Based Person Re-Identification”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94414802021
52A. H. Khan, M. M. Fraz, M. Shahzad, “Deep Learning Based Land Cover and Crop Type Classification: A Comparative Study”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94414832021
51M. S. Arshad, U. A. Rehman, M. M. Fraz, “Plant Disease Identification Using Transfer Learning”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94415122021
50A. M. Shahid, M. M. Fraz, M. Shahzad, “Large Scale Face Recognition In the Wild: Technical Challenges and Research Directions”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94415252021
49A. Jamshed, M. M. Fraz, “NLP Meets Vision for Visual Interpretation - A Retrospective Insight and Future directions”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94415172021
48N. Haq, T. S. S. Hashmi, M. M. Fraz, M. Shahzad, “Rotation Aware Object Detection Model with Applications to Weapons Spotting in Surveillance Videos”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94415382021
47H. S. A. Qasim, M. Shahzad, M. M. Fraz, “Deep Learning for Face Detection: Recent Advancements”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan. https://doi.org/10.1109/ICoDT252288.2021.94414762021
46S. N. Rashid, M. M. Fraz, S. Javed, “Multiscale Dilated UNet for Segmentation of Multi-Organ Nuclei in Digital Histology Images”, Proceedings of the 17th IEEE International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), Dec, 2020, UNC Charlotte, USA. https://doi.org/10.1109/HONET50430.2020.93228332020
45W. Aslam, M. M. Fraz, S. K. Rizvi, S. Saleem, “Cross-validation of machine learning algorithms for malware detection using static features of Windows portable executables: A Comparative Study”, Proceedings of the 17th IEEE International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), Dec, 2020, UNC Charlotte, USA. https://doi.org/10.1109/HONET50430.2020.93228092020
44U. Javed, M. M. Fraz, I. Mahmood, M. Shahzad, O Arif, “Forecasting of Electricity Generation for Hydro Power Plants”, Proceedings of the 17th IEEE International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), Dec, 2020, UNC Charlotte, USA. https://doi.org/10.1109/HONET50430.2020.93228412020
43N. Perwaiz, M. M. Fraz, M. Shahzad, “Smart Visual Surveillance: Proactive Person Re-identification instead of Impulsive Person Search”, Proceedings of the 23rd IEEE International Multitopic Conference (INMIC 2020), Nov, 2020, Bahawalpur, Pakistan. https://doi.org/10.1109/INMIC50486.2020.93181072020
42MK Yaqoob, SF Ali, I. Kareem, M. M. Fraz, “Feature-based optimized deep residual network architecture for diabetic retinopathy detection”, Proceedings of the 23rd IEEE International Multitopic Conference (INMIC 2020), Nov, 2020, Bahawalpur, Pakistan. https://doi.org/10.1109/INMIC50486.2020.93180962020
41RMS Bashir, H. Mahmood, SEA Raza, M. M. Fraz, A. Khurram, N.M.Rajpoot, “Automated Grade Classification of Oral Epithelial Dysplasia using Morphometric Analysis of Histology Images”; SPIE Medical Imaging Conference on Digital Pathology, 19 – 20 February 2020 https://doi.org/10.1117/12.25497052020
40N. Pervaiz, M.M. Fraz, M. Shahzad; “Hierarchical Refined Local Associations for Robust Person Re-Identification”; Proceedings of 3rd IEEE International Conference on Robotics and Automation, Islamabad, Pakistan https://doi.org/10.1109/ICRAI47710.2019.89673892019
39M.M. Fraz, M. Shaban, S. Graham, S. A. Khurram, N. M. Rajpoot, “Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images”; Proceedings of the 21st International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2018, Granada, Spain. https://doi.org/10.1007/978-3-030-00949-6_192018
38Sajid Javed, M.M. Fraz, David Epstein, David Snead, Nasir M. Rajpoot, “Cellular Community Detection for Tissue Classification“; Proceedings of the 21st International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2018, Granada, Spain https://doi.org/10.1016/j.media.2020.1016962018
37S. Batool, M. Z. Ali, M. Shahzad, M. M. Fraz, “End to End Person Re-Identification for Automated Visual Surveillance”; Proceedings of the International Conference on Image Processing, Applications and Systems (IPAS), Dec 2018, Sophia Antipolis, France. https://doi.org/10.1109/IPAS.2018.87088822018
36W. Anser, M. M. Fraz, M. Shahzad, “Two Stream Deep CNN-RNN Attentive Pooling Architecture for Video-based Person Re-identification”; Proceedings of the 23rd Iberoamerican Congress on Pattern Recognition, Nov 2018, Madrid, Spain. https://doi.org/10.1007/978-3-030-13469-3_762018
35R. M. S. Bashir, M. Shahzad, M. M. Fraz, “DUPL-VR: Deep Unsupervised Progressive Learning for Vehicle Re-Identification”; Proceedings of the 13th International Symposium on Visual Computing, Nov 2018, Las Vegas, United States. https://doi.org/10.1007/978-3-030-03801-4_262018
34Naima Mubariz, Saba Mumtaz, M. M. Hamayun and M. M. Fraz,“Optimization of Person Re-Identification through Visual Descriptors”; Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Jan, 2018, Funchal, Madeira, Portugal. https://doi.org/10.5220/00066133034803552018
33F. Kamran, M. Shahzad, F. Shafait, “Automated Military Vehicle Detection from Low-Altitude Aerial Images”; Proceedings of the Digital Image Computing: Techniques and Applications (DICTA), Dec, 2018, Canberra, Australia. https://doi.org/10.1109/DICTA.2018.86158652018
32M.Shahzad, M. Maurer, F. Fraundorfer, Y. Wang, X. X. Zhu, “Extraction of buildings in vhr SAR images using fully convolution neural networks”; Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia,Spain. https://doi.org/10.1109/IGARSS.2018.85196032018
31Sufian AlBadawi, M.M. Fraz, “Arterioles and Venules Classification in Retinal Images Using Fully Convolutional Deep Neural Network”; Proceedings of the 15th International Conference Image Analysis and Recognition, Jun 2018, Póvoa de Varzim, Portugal. https://doi.org/10.1007/978-3-319-93000-8_752018
30M. Bader, M. Shahzad, M. M. Fraz, “Simultaneous Segmentation of Multiple Retinal Pathologies Using Fully Convolutional Deep Neural Network”; Proceedings of the 22nd Conference on Medical Image Understanding and Analysis 2018, Jul 2018, Southempton, United Kingdom. https://doi.org/10.1007/978-3-319-95921-4_292018
29I. Khurram, M. M. Fraz, M. Shahzad, “Detailed Sentence Generation Architecture for Image Semantics Description”; Proceedings of the 13th International Symposium on Visual Computing, Nov 2018, Las Vegas, United States. https://doi.org/10.1007/978-3-030-03801-4_372018
28S. Mumtaz, N. Mubariz, S. Saleem, M. M. Fraz, “Weighted hybrid features for person re-identification”; Proceedings of the 7th International Conference on Image Processing Theory, Tools and Applications (IPTA), 2017, Dec, 2017, Montreal, QC, Canada. https://doi.org/10.1109/IPTA.2017.83101072017
27Y. Sun, M. Shahzad, X. X. Zhu, “Building Height Estimation in Single SAR image using OSM building footprints”; Proceedings of the Joint Urban Remote Sensing Event (JURSE), Mar, 2017, Dubai, United Arab Emirates. https://doi.org/10.1109/JURSE.2017.79245492017
26M. Shahzad, X. X. Zhu, R. Bamler,“Façade structure reconstruction using spaceborne TomoSAR point clouds”; Proceedings of the IEEE Geoscience and Remote Sensing Symposium (IGARSS), Jan 2016, Munich, Germany. https://doi.org/10.1109/IGARSS.2012.63513852016
25X. X. Zhu, N. Ge, M. Shahzad, “Group Sparsity in SAR Tomography – Experiments on TanDEM-X Data Stacks”; Proceedings of the 16th International Radar Symposium (IRS), Jan, 2016, Dresden,Germany. https://doi.org/10.1109/IRS.2015.72263542016
24X. X. Zhu, N. Ge, M. Shahzad,“Exploiting Group Sparsity in SAR Tomography”; Proceedings of the 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), Jan 2016, Pisa, Italy. https://doi.org/10.1109/CoSeRa.2015.73302552016
23Y. Sun, M. Shahzad, X. X. Zhu, “First prismatic building model reconstruction from TomoSAR point clouds”; Proceedings of the XXIII ISPRS Congress 2016, Prague, Czech Republic, Jan 2016, Prague,Czech Republic. https://doi.org/10.5194/isprs-archives-XLI-B3-381-20162016
22M. Schmitt, M. Shahzad, X. X. Zhu,, “Forest remote sensing on the individual tree level by airborne millimeterwave SAR”; Proceedings of the IEEE Geoscience and Remote Sensing Symposium (IGARSS), 2016, Beijing, China, Jan 2016, Beijing, China https://doi.org/10.1109/IGARSS.2016.77290302016
21M. Shahzad, M. Schmitt, X. X. Zhu, “Segmentation and crown parameter extraction of individual trees in an airborne TomoSAR point cloud”; Proceedings of the PIA15+HRIGI15 – Joint ISPRS conference, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL-3/W2, 2015, Jan 2015, Munich, Germany. https://doi.org/10.5194/isprsarchives-XL-3-W2-205-20152015
20M. Shahzad, X. X. Zhu, “Detection Of Buildings In Spaceborne TomoSAR Point Clouds Via Hybrid Region Growing And Energy Minimizatison Technique”; Proceedings of the Joint Urban Remote Sensing Conference (JURSE), Jan 2015, Lausanne, Switzerland. https://doi.org/10.1109/JURSE.2015.71204802015
19M. Abdullah and M. M. Fraz, “Application of grow cut algorithm for localization and extraction of optic disc in retinal images”; Proceedings of the 12th International Conference on High-capacity Optical Networks and Enabling/Emerging Technologies (HONET), Dec 2015, Islamabad, Pakistan. https://doi.org/10.1109/HONET.2015.73954362015
18R.A. Welikala, M.M. Fraz, S. Hayat, A.R. Rudnicka, P.J. Foster, P.H. Whincup, C.G. Owen, D.P. Strachan, S.A. Barman, “Automated retinal vessel recognition and measurements on large datasets”; Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015 Aug, 2015, Milan,Italy. https://doi.org/10.1109/EMBC.2015.73195732015
17M. Shahzad, X. X. Zhu, “Automatic Large Area Reconstruction of Building Facades from Spaceborne TomoSAR Point Clouds”; Proceedings of the IEEE Geoscience and Remote Sensing Symposium (IGARSS), Jan 2014, Quebec, Canada. https://doi.org/10.1109/IGARSS.2014.69467342014
16M. Shahzad, X. X. Zhu, “Reconstructing 2-D/3-D Building Shapes From Spaceborne Tomographic SAR Point Clouds”; Proceedings of the Photogrammetric Computer Vision (PCV), International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ISPRS Technical Commission III Symposium, Jan 2014,,Switzerland. https://doi.org/10.5194/isprsarchives-XL-3-313-20142014
15X. X. Zhu, Y. Wang, M. Shahzad, R. Bamler, “Spaceborne TomoSAR and Beyond: From SAR Image Stacks to Objects”; Proceedings of the 10th European Conference on Synthetic Aperture Radar (EUSAR), Jan 2014, Berlin, Germany. https://ieeexplore.ieee.org/abstract/document/68570512014
14M.M. Fraz, A.R. Rudnicka, C.G. Owen, D.P. Strachan, S.A. Barman,“Automated Arteriole and Venule Recognition in Retinal Images using Ensemble Classification”; Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISAAP), Jan 2014, Lisbon, Portugal. https://ieeexplore.ieee.org/abstract/document/72950802014
13M. Shahzad, X. X. Zhu, “Building façades reconstruction using multi-view tomosar point clouds”; Proceedings of the Joint Urban Remote Sensing Event (JURSE), Jan 2013, Sao Paulo, Brazil. https://doi.org/10.1109/JURSE.2013.65506912013
12M. Shahzad, X. X. Zhu, “Robust Building Facade Reconstruction from Spaceborne TomoSAR Points”; Proceedings of the CMRT13 – City Models, Roads and Traffic 2013 – ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Jan 2013, Antalya, Turkey. https://elib.dlr.de/86149/2013
11X. X. Zhu, M. Shahzad, Y. Wang, R. Bamler, “Tomographic Urban Imaging Using TerraSAR-X High Resolution Spotlight Data Stacks”; Proceedings of the ESA Living Planet Symposium 2013 Jan, Edinburgh, United Kingdom. https://mediatum.ub.tum.de/14357622013
10M. Shahzad, X. X. Zhu, “Reconstruction of Building Facades Using Spaceborne Multiview TomoSAR Point Clouds”; Proceedings of the IEEE Geoscience and Remote Sensing Symposium (IGARSS), Jan 2013, Melbourne, Australia. https://doi.org/10.1109/IGARSS.2013.67212342013
9M.M. Fraz, P. Remagnino, A. Hoppe, S.A. Barman, “Retinal image analysis aimed at extraction of vascular structure using linear discriminant classifier”; Proceedings of the IEEE International Conference on Computer Medical Applications ICCMA’ 2013, Jan 2013, Sousse, Tunisia. https://doi.org/10.1109/ICCMA.2013.65061802013
8M. Shahzad, X. X. Zhu, “From TomoSAR Point Clouds to Objects: Facade Reconstruction”; Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS), Jan 2012, Naples, Italy. https://doi.org/10.1109/TyWRRS.2012.63811132012
7M.M. Fraz, P. Remagnino, A. Hoppe, B. Uyyanonvara, A. Rudnicka, C.G. Owen, S.A. Barman, “Retinal vessel segmentation using ensemble classifier of bagged decision trees”; Proceedings of the IET Conference on Image Processing, Jul 2012, London, United Kingdom. https://doi.org/10.1049/cp.2012.04582012
6M.M. Fraz, P. Remagnino, A. Hoppe, A. Rudnicka, C.G. Owen, P. H. Whincup, S.A. Barman, “A model based approach for vessel calibre measurement in retinal images”; Proceedings of the 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS), Nov 2012, Sorrento, Italy. https://doi.org/10.1109/SITIS.2012.292012
5M.M. Fraz, A. Basit, P. Remagnino, A. Hoppe, S.A. Barman, “Retinal vasculature segmentation by morphological curvature, reconstruction and adapted hysteresis thresholding”; Proceedings of the 7th International Conference on Emerging Technologies (ICET 2011), Sep 2011, Islamabad, Pakistan. https://doi.org/10.1109/ICET.2011.60484872011
4M.M. Fraz, P. Remagnino, A. Hoppe, S. Velastin, B. Uyyanonvara, S.A. Barman, “A Supervised Method for Retinal Blood Vessel Segmentation Using Line Strength, Multiscale Gabor and Morphological Features”; Proceedings of the IEEE International Conference on Signal & Image Processing Applications, Nov 2011,Kuala Lumpur, Malaysia. https://doi.org/10.1109/ICSIPA.2011.61441292011
3M.M. Fraz, M.Y. Javed, A. Basit, “Evaluation of Retinal Vessel Segmentation Methodologies Based on Combination of Vessel Centerlines and Morphological Processing”; Proceedings of the 4th IEEE International Conference on Emerging Technologies (ICET 2008), Oct 2008, Islamabad, Pakistan. https://doi.org/10.1109/ICET.2008.47775062008
2M.M. Fraz, M.Y. Javed, A. Basit, “Retinal Vessels Extraction Using Bitplanes”; Proceedings of the 8th IASTED International Conference on Visualization, Imaging, and Image Processing, Sep 2008, Palma De Mallorca, Spain. https://www.actapress.com/Abstract.aspx?paperId=339222008
1M.A. Jan, F.A. Zahid, M.M. Fraz, Arshad Ali, “Exploiting peer group concept for adaptive and highly available services”; Proceedings of the Computing in High Energy and Nuclear Physics (CHEP 03), Mar 2003, La Jolla California, United States. https://eprints.kingston.ac.uk/id/eprint/168432003

Book/Chapter

#Book/ChapterYear
7M.A, Nawshad, M.M. Fraz (2023). Improving Masked Face Recognition Using Dense Residual Unit Aided with Quadruplet Loss. In: Yan, W.Q., Nguyen, M., Stommel, M. (eds) Image and Vision Computing. IVCNZ 2022. Lecture Notes in Computer Science, vol 13836. Springer, Cham. https://doi.org/10.1007/978-3-031-25825-1_252023
6M.M. Fraz, Shaban, M., Graham, S., Khurram, S.A., Rajpoot, N.M. (2018). Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images. In: , et al. Computational Pathology and Ophthalmic Medical Image Analysis. OMIA COMPAY 2018 2018. Lecture Notes in Computer Science, vol 11039. Springer, Cham. https://doi.org/10.1007/978-3-030-00949-6_192018
5Bashir, R.M.S., Shahzad, M., Fraz, M.M. (2018). DUPL-VR: Deep Unsupervised Progressive Learning for Vehicle Re-Identification. In: , et al. Advances in Visual Computing. ISVC 2018. Lecture Notes in Computer Science, vol 11241. Springer, Cham. https://doi.org/10.1007/978-3-030-03801-4_262018
4AlBadawi, S., Fraz, M.M. (2018). Arterioles and Venules Classification in Retinal Images Using Fully Convolutional Deep Neural Network. In: Campilho, A., Karray, F., ter Haar Romeny, B. (eds) Image Analysis and Recognition. ICIAR 2018. Lecture Notes in Computer Science, vol 10882. Springer, Cham. https://doi.org/10.1007/978-3-319-93000-8_75
2018
3Khurram, I., Fraz, M.M., Shahzad, M. (2018). Detailed Sentence Generation Architecture for Image Semantics Description. In: , et al. Advances in Visual Computing. ISVC 2018. Lecture Notes in Computer Science(), vol 11241. Springer, Cham. https://doi.org/10.1007/978-3-030-03801-4_372018
2M.M. Fraz, S.A. Barman, "Computer vision algorithms applied to retinal vessel segmentation and quantification of vessel calibre", in Image Analysis and Modelling in Ophthalmology by CRC Press Tayler and Francis, ISBN 978-1-4665-5938, Feb, 2014.2014
1M.M. Fraz, S.A. Barman, "Image Analysis and Modelling in Ophthalmology / Ensemble classification applied to retinal blood vessel segmentation: Theory and Implementation", in Image Analysis and Modelling in Ophthalmology by CRC Press Tayler and Francis, ISBN 978-1-4665-5938, Feb, 2014.2014

Patent List

#TitleInventorsAccepted
1Wheat Mapping from Satellite Time Series Leveraging Superpixel-Based Active Learning for Data Sparse Regions Across Multiple Years
Muhammad Moazam Fraz, Vaneeza MehmoodIPO Pakistan in April 2024
2A Self Supervised Deep Learning Model for Survival Analysis of Tumorigenesis Patients using Whole Slide ImageMuhammad Moazam Fraz, Arshi PerviazIPO Pakistan in April 2024
3Improving Image Super Resolution Using Squeeze-and-Residual-Excitation With Holistic Attention in Deep Neural Networks

Muhammad Moazam Fraz, Bostan Khan, Muhammad Shahzad
IPO Pakistan in Feb 2024
4Informative Attention Based Person Re-Identification for Automated Surveillance

Muhammad Moazam Fraz, Muhammad Shahzad
IPO Pakistan in Feb 2024
5An Attention Based Distance Regression CNN for Nuclei Instance Segmentation and Type Classification in Digitized Histology Images

Muhammad Moazam Fraz, Muhammad Shahzad, Ghulam Murtaza Dogar
IPO Pakistan in Feb 2024
6Orientation Aware Weapons Detection in Visual Data

Muhammad Moazam Fraz, Muhammad Shahzad, Nazeef Ul Haq, Tufail Sajjad Shah
IPO Pakistan in Feb 2024
7ActiPhe: A deep active learning framework for phenotypes labelling in
unstructured EHR
Muhammad Moazam Fraz, Saad Ahmad Khan
IPO Pakistan in Dec 2023
8Knowledge-Aware Visual Question Answering Framework for developing
visual learning apps for children
Muhammad Moazam Fraz, Ahmed JamshedIPO Pakistan in Sep 2023
9Live News Channels Stream Analytics Framework
Muhammad Moazam Fraz, Muhammad Ehsan Ul Haq, Muhammad
Shahzad
IPO Pakistan in Sep 2023
10Disease Specific Knowledge Graphs for Unstructured EMRs and Radiology
Reports
Muhammad Moazam Fraz, Farina Tariq, Saad Ahmad KhanIPO Pakistan in Sep 2023
11Static analysis based progressive framework for deep unsupervised
malware classification of Windows portable executable
Muhammad Moazam Fraz, Syed Khurran Jah Rizvi
IPO Pakistan in 2021