Publications

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Showing 81–100 of 276 publications

2018

Conference Proceedings
Detecting Change from Social Networks using Temporal Analysis of Email Data.
Nusratullah, Kajal, Asadullah Shah, Muhammad Usman Akram, and Shoab Ahmad Khan.
In Information Technology-New Generations, pp. 297-304. Springer, Cham, 2018.

2017

Book Chapters
Image Segmentation & Classification
Muhammad Usman,
Digital image processing, published by university of agriculture, Faisalabad, 2017.
ISI Indexed / Impact Factor Journal PapersIF 1.407Medical Imaging
Automated segmentation and quantification of drusen in fundus and optical coherence tomography images for detection of ARMD
Samina Khalid, Muhammad Usman Akram, Taimur Hassan, Amina Jameel, Tehmina Khalil,
Journal of Digital Imaging, 2017
ISI Indexed / Impact Factor Journal PapersMedical Imaging
Automatic Detection and Classification of Malarial Retinopathy-Associated Retinal Whitening in Digital Retinal Images.
Akram, Muhammad Usman, Abu Bakar Nisar Alvi, and Shoab Ahmed Khan.
Mehran University Research Journal of Engineering and Technology 36, no. 4 (2017): 16.
ISI Indexed / Impact Factor Journal PapersIF 2.01Embedded SystemsMachine Learning & Deep Learning
Multiprocessor architecture for real-time applications using mean shift clustering.
Tehreem, Amna, Sajid Gul Khawaja, Asad Mansoor Khan, Muhammad Usman Akram, and Shoab A. Khan.
Journal of Real-Time Image Processing (2017): 1-14.
ISI Indexed / Impact Factor Journal PapersIF 1.401Medical Imaging
Improved automated detection of glaucoma from fundus image using hybrid structural and textural features
Khalil, Tehmina; Usman Akram, Muhammad; Khalid, Samina; Jameel, Amina:
IET Image Processing, 2017, 11, (9), p. 693-700,
ISI Indexed / Impact Factor Journal PapersIF 2.213Medical ImagingArtificial Intelligence
Decision Support System for Detection of Papilledema through Fundus Retinal Images.
Akbar, Shahzad, Muhammad Usman Akram, Muhammad Sharif, Anam Tariq, and Ubaid ullah Yasin.
Journal of Medical Systems 41, no. 4 (2017): 66.
ISI Indexed / Impact Factor Journal PapersIF 2.134Medical Imaging
Fully Automated Robust System to Detect Retinal Edema, Central Serous Chorioretinopathy, and Age Related Macular Degeneration from Optical Coherence Tomography Images
Samina Khalid, Usman Akram, Taimur Hassan, Ammara Nasim, and Amina Jameel,
BioMed Research International, vol. 2017, Article ID 7148245, 15 pages, 2017. doi:10.1155/2017/7148245
ISI Indexed / Impact Factor Journal PapersIF 3.34Medical Imaging
Fully automated diagnosis of papilledema through robust extraction of vascular patterns and ocular pathology from fundus photographs
Khush Naseeb Fatima, Taimur Hassan, Usman Akram, Mahmood Akhtar, and Wasi Haider Butt,
Biomed. Opt. Express 8, 1005-1024 (2017)
Non Impact Factor Indexed JournalsMedical ImagingMachine Learning & Deep Learning
A Comparison of Mean Models and Clustering Techniques for Vertebra Detection and Region Separation from C-Spine X-Rays
Mehmood, M.Usman Akram, A. Tariq, A. Fatima,
Advances in Science, Technology and Engineering Systems Journal, vol. 2, no. 3, pp. 1758-1770 (2017).
Non Impact Factor Indexed JournalsInternet of Things
Indoor Localization using Improved Weighted Naïve Bayes
Muhammad Aziz ul haq, Hifsa Irum & Muhammad Usman Akram,
International Journal of Computer Science and Information Security, Volume 15 No. 4, April 2017
Non Impact Factor Indexed Journals
Congestion analysis of pilgrims in Hajj and Umrah congregation using block matching and optical flow.
Farooq, Sumaiyya, Shoab A. Khan, and Usman Akram.
In Journal of Physics: Conference Series, vol. 787, no. 1, p. 012003. IOP Publishing, 2017.
Conference ProceedingsInternet of Things
Indoor Localization Using Improved Multinomial Naïve Bayes Technique.
Kamboh, Hammid Mehmood Allahdita, Usman Akram, Amer Sohail, and Hifsa Iram.
In Proceedings of the Third International Afro-European Conference for Industrial Advancement—AECIA 2016, vol. 565, p. 321. Springer, 2017.
Conference ProceedingsMedical Imaging
Clinical and technical perspective of glaucoma detection using OCT and fundus images: A review.
Naveed, Madiha, Aneeqa Ramzan, and Muhammad Usman Akram.
In Next Generation Computing Applications (NextComp), 2017 1st International Conference on, pp. 157-162. IEEE, 2017.
Conference ProceedingsMedical Imaging
Automated segmentation of retinal layers from OCT images using structure tensor and kernel regression+ GTDP approach.
Naz, Samra, Usman Akram, and Shoab A. Khan.
In Next Generation Computing Applications (NextComp), 2017 1st International Conference on, pp. 98-102. IEEE, 2017.
Conference Proceedings
An integrated framework for clinical grading of cataract.
Shaheen, Isma, and Usman Akram.
In Next Generation Computing Applications (NextComp), 2017 1st International Conference on, pp. 92-97. IEEE, 2017.
Conference ProceedingsMedical Imaging
Automatic gleason grading of prostate cancer using Gabor filter and local binary patterns.
Farooq, Muhammad Tahir, Arslan Shaukat, Usman Akram, Omer Waqas, and Masood Ahmad.
In Telecommunications and Signal Processing (TSP), 2017 40th International Conference on, pp. 642-645. IEEE, 2017.
Conference ProceedingsEmbedded Systems
Parallel architecture for implementation of frequent itemset mining using fp-growth.
Tehreem, Amna, Sajid Gul Khawaja, Muhammad Usman Akram, Shoab A. Khan, and Muhammad Ali.
In Signals and Systems (ICSigSys), 2017 International Conference on, pp. 92-98. IEEE, 2017.
Conference ProceedingsMedical Imaging
A practical approach to OCT based classification of Diabetic Macular Edema.
Naz, Samra, Taimur Hassan, Usman Akram, and Shoab A. Khan.
In Signals and Systems (ICSigSys), 2017 International Conference on, pp. 217-220. IEEE, 2017.
Conference ProceedingsMedical Imaging
Benchmark data set for glaucoma detection with annotated cup to disc ratio.
Salam, Anum Abdul, Usman Akram, Amna Arouj, Imran Basit, Tariq Shaqur, Haroon Javed, and Kamran Wazir.
In Signals and Systems (ICSigSys), 2017 International Conference on, pp. 227-233. IEEE, 2017.

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Publications

2018

Detecting Change from Social Networks using Temporal Analysis of Email Data.

2017

Image Segmentation & Classification

Automated segmentation and quantification of drusen in fundus and optical coherence tomography images for detection of ARMD

Automatic Detection and Classification of Malarial Retinopathy-Associated Retinal Whitening in Digital Retinal Images.

Multiprocessor architecture for real-time applications using mean shift clustering.

Improved automated detection of glaucoma from fundus image using hybrid structural and textural features

Decision Support System for Detection of Papilledema through Fundus Retinal Images.

Fully Automated Robust System to Detect Retinal Edema, Central Serous Chorioretinopathy, and Age Related Macular Degeneration from Optical Coherence Tomography Images

Fully automated diagnosis of papilledema through robust extraction of vascular patterns and ocular pathology from fundus photographs

A Comparison of Mean Models and Clustering Techniques for Vertebra Detection and Region Separation from C-Spine X-Rays

Indoor Localization using Improved Weighted Naïve Bayes

Congestion analysis of pilgrims in Hajj and Umrah congregation using block matching and optical flow.

Indoor Localization Using Improved Multinomial Naïve Bayes Technique.

Clinical and technical perspective of glaucoma detection using OCT and fundus images: A review.

Automated segmentation of retinal layers from OCT images using structure tensor and kernel regression+ GTDP approach.

An integrated framework for clinical grading of cataract.

Automatic gleason grading of prostate cancer using Gabor filter and local binary patterns.

Parallel architecture for implementation of frequent itemset mining using fp-growth.

A practical approach to OCT based classification of Diabetic Macular Edema.

Benchmark data set for glaucoma detection with annotated cup to disc ratio.

2018

Detecting Change from Social Networks using Temporal Analysis of Email Data.

2017

Image Segmentation & Classification

Automated segmentation and quantification of drusen in fundus and optical coherence tomography images for detection of ARMD

Automatic Detection and Classification of Malarial Retinopathy-Associated Retinal Whitening in Digital Retinal Images.

Multiprocessor architecture for real-time applications using mean shift clustering.

Improved automated detection of glaucoma from fundus image using hybrid structural and textural features

Decision Support System for Detection of Papilledema through Fundus Retinal Images.

Fully Automated Robust System to Detect Retinal Edema, Central Serous Chorioretinopathy, and Age Related Macular Degeneration from Optical Coherence Tomography Images

Fully automated diagnosis of papilledema through robust extraction of vascular patterns and ocular pathology from fundus photographs

A Comparison of Mean Models and Clustering Techniques for Vertebra Detection and Region Separation from C-Spine X-Rays

Indoor Localization using Improved Weighted Naïve Bayes

Congestion analysis of pilgrims in Hajj and Umrah congregation using block matching and optical flow.

Indoor Localization Using Improved Multinomial Naïve Bayes Technique.

Clinical and technical perspective of glaucoma detection using OCT and fundus images: A review.

Automated segmentation of retinal layers from OCT images using structure tensor and kernel regression+ GTDP approach.

An integrated framework for clinical grading of cataract.

Automatic gleason grading of prostate cancer using Gabor filter and local binary patterns.

Parallel architecture for implementation of frequent itemset mining using fp-growth.

A practical approach to OCT based classification of Diabetic Macular Edema.

Benchmark data set for glaucoma detection with annotated cup to disc ratio.