Publications

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Showing 21–40 of 139 publications

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.
Conference ProceedingsMedical Imaging
Hybrid textural feature set based automated diagnosis system for Age Related Macular Degeneration using fundus images.
Khalid, Samina, Usman Akram, and Tehmina Khalil.
In Communication, Computing and Digital Systems (C-CODE), International Conference on, pp. 390-395. IEEE, 2017.
Conference ProceedingsMedical ImagingInternet of Things
Vertebra localization and centroid detection from cervical radiographs.
Mehmood, Anum, M. Usman Akram, and Anam Tariq.
In Communication, Computing and Digital Systems (C-CODE), International Conference on, pp. 287-292. IEEE, 2017.
Conference ProceedingsMedical Imaging
Comparison of different de-noising techniques for removal of poison noise from cervical X-Rays images.
Asim, Muhammad Adeel, Muhammad Usman Akram, and Anum Abdul Salam.
In Communication, Computing and Digital Systems (C-CODE), International Conference on, pp. 281-286. IEEE, 2017.
Conference ProceedingsMedical Imaging
Detection of tuberculosis using hybrid features from chest radiographs.
Fatima, Ayesha, Usman Akram, Mahmood Akhtar, and Irrum Shafique.
In Eighth International Conference on Graphic and Image Processing, pp. 102252B-102252B. International Society for Optics and Photonics, 2017.
Conference ProceedingsMedical Imaging
High resolution OCT image generation using super resolution via sparse representation.
Asif, Muhammad, Muhammad Usman Akram, Taimur Hassan, Arslan Shaukat, and Razi Waqar.
In Eighth International Conference on Graphic and Image Processing, pp. 1022512-1022512. International Society for Optics and Photonics, 2017.
Conference Proceedings
Relative Smoothness for Image Layer Separation by Second Order Laplacian Filter.
Asif, Muhammad, and Muhammad Usman Akram.
In Proceedings of the 5th International Conference on Information and Education Technology, pp. 145-149. ACM, 2017.

2016

Conference ProceedingsMachine Learning & Deep Learning
Implementation and evaluation of optimized algorithm for software architectures analysis through unsupervised learning (clustering).
Khan, Qadeem, Usman Akram, Wasi Haider Butt, and Saad Rehman.
In Sciences and Techniques of Automatic Control and Computer Engineering (STA), 2016 17th International Conference on, pp. 266-276. IEEE, 2016.
Conference ProceedingsMedical Imaging
Automated segmentation of RPE layer for the detection of age macular degeneration using OCT images.
Naz, Samra, Aneeqa Ahmed, Usman Akram, and Shoab A. Khan.
In Image Processing Theory Tools and Applications (IPTA), 2016 6th International Conference on, pp. 1-4. IEEE, 2016.
Conference ProceedingsEmbedded Systems
A novel mean-shift architecture for scalable multiprocessor implementation.
Tehreem, Amna, Sajid Gul Khawaja, Muhammad Usman Akram, and Shoab A. Khan.
In Future Technologies Conference (FTC), pp. 1107-1111. IEEE, 2016.
Conference ProceedingsData Analytics
Business intelligence: Self adapting and prioritizing database algorithm for providing big data insight in domain knowledge and processing of volume based instructions based on scheduled and contextual shifting of data.
Hameed, Mazhar, Usman Qamar, and Usman Akram.
In Future Technologies Conference (FTC), pp. 1168-1175. IEEE, 2016.
Conference ProceedingsData Analytics
Imparting data knowledge in discrete data volumes using crowded agent approach for multi-perspective and visualized big data.
Khalid, Hiba, Usman Qamar, and Usman Akram.
In Future Technologies Conference (FTC), pp. 81-88. IEEE, 2016.
Conference ProceedingsEmbedded SystemsMachine Learning & Deep Learning
A novel multiprocessor architecture for k-means clustering algorithm based on network-on-chip.
Khawaja, Sajid Gul, Muhammad Usman Akram, Shoab A. Khan, and Ammar Ajmal.
In Multi-Topic Conference (INMIC), 2016 19th International, pp. 1-5. IEEE, 2016.
Conference Proceedings
Automated Computer Aided Detection of Cataract.
Khan, Albab Ahmad, Usman Akram, Ahmad Tariq, Faraz Tahir, and Kamran Wazir.
In International Afro-European Conference for Industrial Advancement, pp. 340-349. Springer, Cham, 2016.
Conference ProceedingsMedical Imaging
Generation of High Resolution Medical Images Using Super Resolution via Sparse Representation.
Asif, Muhammad, Shoab Ahmed Khan, Taimur Hassan, Usman Akram, and Arslan Shaukat.
In International Afro-European Conference for Industrial Advancement, pp. 288-298. Springer, Cham, 2016.
Conference ProceedingsEmbedded SystemsMachine Learning & Deep Learning
A Novel Architecture for k-means Clustering Algorithm.
Khawaja, S. G., Asad Mansoor Khan, Usman Akram, and Shoab A. Khan.
In International Afro-European Conference for Industrial Advancement, pp. 311-320. Springer, Cham, 2016.
Conference Proceedings
Hand Gesture Recognition Using Color Markers.
Zaman, Mubashira, Soweba Rahman, Tooba Rafique, Filza Ali, and Muhammad Usman Akram.
In International Conference on Hybrid Intelligent Systems, pp. 1-10. Springer, Cham, 2016.
Conference ProceedingsBiomedical Signal Processing
1D Signal Processing for Improvement of People Counting Estimation Results.
Farooq, Sumaiyya, Shoab Ahmed Khan, and Usman Akram.
In International Conference on Hybrid Intelligent Systems, pp. 319-328. Springer, Cham, 2016.
Conference Proceedings
Multicore Framework for Finding Frequent Item-Sets Using TDS.
Khawaja, Sajid Gul, Amna Tehreem, Usman Akram, and Shoab Ahmed Khan.
In International Conference on Hybrid Intelligent Systems, pp. 340-349. Springer, Cham, 2016.
Conference ProceedingsMedical Imaging
Separation of Vertebrae Regions from Cervical Radiographs Using Inter-Vertebra Distance and Orientation.
Mehmood, Anum, Usman Akram, Mahmood Akhtar, and Anam Usman.
In International Conference on Hybrid Intelligent Systems, pp. 29-37. Springer, Cham, 2016.

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Publications

2017

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

Hybrid textural feature set based automated diagnosis system for Age Related Macular Degeneration using fundus images.

Vertebra localization and centroid detection from cervical radiographs.

Comparison of different de-noising techniques for removal of poison noise from cervical X-Rays images.

Detection of tuberculosis using hybrid features from chest radiographs.

High resolution OCT image generation using super resolution via sparse representation.

Relative Smoothness for Image Layer Separation by Second Order Laplacian Filter.

2016

Implementation and evaluation of optimized algorithm for software architectures analysis through unsupervised learning (clustering).

Automated segmentation of RPE layer for the detection of age macular degeneration using OCT images.

A novel mean-shift architecture for scalable multiprocessor implementation.

Business intelligence: Self adapting and prioritizing database algorithm for providing big data insight in domain knowledge and processing of volume based instructions based on scheduled and contextual shifting of data.

Imparting data knowledge in discrete data volumes using crowded agent approach for multi-perspective and visualized big data.

A novel multiprocessor architecture for k-means clustering algorithm based on network-on-chip.

Automated Computer Aided Detection of Cataract.

Generation of High Resolution Medical Images Using Super Resolution via Sparse Representation.

A Novel Architecture for k-means Clustering Algorithm.

Hand Gesture Recognition Using Color Markers.

1D Signal Processing for Improvement of People Counting Estimation Results.

Multicore Framework for Finding Frequent Item-Sets Using TDS.

Separation of Vertebrae Regions from Cervical Radiographs Using Inter-Vertebra Distance and Orientation.

2017

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

Hybrid textural feature set based automated diagnosis system for Age Related Macular Degeneration using fundus images.

Vertebra localization and centroid detection from cervical radiographs.

Comparison of different de-noising techniques for removal of poison noise from cervical X-Rays images.

Detection of tuberculosis using hybrid features from chest radiographs.

High resolution OCT image generation using super resolution via sparse representation.

Relative Smoothness for Image Layer Separation by Second Order Laplacian Filter.

2016

Implementation and evaluation of optimized algorithm for software architectures analysis through unsupervised learning (clustering).

Automated segmentation of RPE layer for the detection of age macular degeneration using OCT images.

A novel mean-shift architecture for scalable multiprocessor implementation.

Business intelligence: Self adapting and prioritizing database algorithm for providing big data insight in domain knowledge and processing of volume based instructions based on scheduled and contextual shifting of data.

Imparting data knowledge in discrete data volumes using crowded agent approach for multi-perspective and visualized big data.

A novel multiprocessor architecture for k-means clustering algorithm based on network-on-chip.

Automated Computer Aided Detection of Cataract.

Generation of High Resolution Medical Images Using Super Resolution via Sparse Representation.

A Novel Architecture for k-means Clustering Algorithm.

Hand Gesture Recognition Using Color Markers.

1D Signal Processing for Improvement of People Counting Estimation Results.

Multicore Framework for Finding Frequent Item-Sets Using TDS.

Separation of Vertebrae Regions from Cervical Radiographs Using Inter-Vertebra Distance and Orientation.