PhD
- Saima Shaheen: Error Tolerant Video Streaming in IEEE WLAN. 29 Sept 2015 (Completed) (Supervisor)
- Taimur Hassan: CNN based Grading and 3D Presentation of Maculopathy from Digital Retinal Images, Jan 2016-21 May 2019 (Completed) (Supervisor)
- Hina Raja: Hybrid Deep Learning Framework for the Analysis of Ganglion Cell Complex and Optic Nerve Head from SD-OCT Scans, Sept 2014-02 Aug 2021 (Completed) (Supervisor)
- Mehreen Sirshar: Computational Diagnostic System for Lung Disease Through Deep Learning and NLP Based Automated Medical Reporting, Feb 2015-04 Aug 2022 (Completed) (Supervisor)
- Aliya Khan: Close loop decision aiding framework for rehabilitation of neurological disorders based on neurotransmission cognitive theory, Feb 2015 – 22 Sept 2022 (Completed) (Supervisor)
- Muhammad Najam Dar: Deep Learning based Emotion Charting for Healthy and Cognitively Impaired Subjects using Physiological Signals, Sept 2015-08 Dec 2022 (Completed) (Supervisor)
- Muhammad Waqas Ahmad: Intelligent Framework for Automated Failure Prediction and Classification of Mission-Critical Autonomous Flights and Autopilot Software, Oct 2018 – 09 Aug 2023 (Completed) (Supervisor)
- Sajid Gul Khawaja, Network on Chip based Application Specific Processors for frequent Pattern mining algorithms, 2011 - May 2017 (Completed) (Co-Supervisor)
- Muhammad Shehzad: Decision Support System for Detection of Hypertensive Retinopathy using AVR and Papilledema, 2015 – 16 Aug 2018 (Completed) (Co-Supervisor)
- Samina Khalid: RPE Layer Segmentation in OCT Images for Diagnosis of AMD, 2013 – Feb 2019 (Completed) (Co-Supervisor)
- Tehmina Khalil: Glaucoma Classification by Analyzing OCT Image Layers, 2013 – Jan 2019 (Completed) (Co-Supervisor)
- Uzma Jamil: Analysis of dermoscopic images for skin diseases, 2012 – May 2019 (Completed) (Co-Supervisor)
- Adeel Muzzafer: Analysis of OCT Images for Detection of Macular Edema, 2013 – Nov 2020 (Completed) (Co-Supervisor)
- Shahid Ismail: Localization and Classification of Heart Sounds using PCG and PPG signals, 2015 – 03 Nov 2021 (Completed) (Co-Supervisor)
- Zainab Wajahat: Design of Deep Learning and Shape-Based Models for Tuberculosis Detection Using Diagnostic Radiology, 2016 – 14 Dec 2022 (Completed) (Co-Supervisor)
MS:
- Joddat Fatima: Retinal Blood Vascular Pattern Based Personal Identification. Feb 2013 - June 2013 (Completed)
- Zainab Wajahat, Retinal Image Analysis for Diagnosis of Macular Edema using Digital Fundus Images. Mar 2013 - Oct 2013 (Completed)
- Sundas Mujhtaba: Drusen Detection for Grading of Age Related Macular Degeneration in Fundus Images. Mar 2013 - Dec 2013 (Completed)
- Israr ul Haq: Automated Detection of New Vessels for Classification of PDR. Apr 2013 - Jan 2014 (Co-Supervisor) (Completed)
- Tahir Akram: Automated Detection and Grading of Diabetic Maculopathy in Digital Retinal Images. July 2013 - May 2014 (Co-Supervisor) (Completed)
- Noor ul Huda: Abnormal blood Vessel Detection from Digital Fundus Images for Detection of Advance Diabetic Retinopathy. Sept 2013 - Aug 2014 (Co-Supervisor) (Completed)
- Sidra Rashid: Artificial Intelligence based Wireless Sensor Network for Leakage Detection in Long Range Pipelines. Nov 2013 - Mar 2014 (Completed) (Co-Supervisor)
- Rizwan Haider: Computer aided diagnostic system for detection of Glaucoma. April 2013 - April 2014 (Completed)
- Hassan Moatasam, Person Identification Using Dorsal Hand Veins Recognition, Aug 2013 - May 2014 (Completed)
- Saima Wasim: Analysis of Retinal Images for Reliable Detection of Drusen. Nov 2013 - 31 OCT 2014 (Completed)
- Muneeba Saleem: Detection of Retinal Whitening and Hemorrhages for Diagnosis of Malarial Retinopathy. June 2014 - 05 Dec 2014 (Completed)
- Aniqa Azam: Detection of New vessels on Disc in Fundus Images. Nov 2013 - 12 Dec 2014 (Completed)
- Tanveer Ahmed: Fundus Mosaic Generation for Larger Field of View, June 2014-12 Dec 2014 (Completed)
- Samra Irshad: Development of an automated system for the diagnosis of hypertensive retinopathy. Feb 2014 - 12 Dec 2014 (Completed) (Co-Supervisor)
- Uzma Abbasi: Detection of Hypertensive Retinopathy using Machine Learning Techniques. Mar 2014 - 13 Feb 2015 (Completed)
- Sarmad Abbas: Macula, Hemorrhages and Exudates detection along with illumination estimation of fundus images. Sept 2014 - 16 Feb 2015 (Completed)
- Saqib Ejaz: Analysis of EEG signal for detection of epileptic seizure. Sept 2014 - 16 Feb 2015 (Completed)
- Amna Waheed: Extraction of Blood vessels from diseased fundus images. Sept 2014 - 13 Mar 2015 (Completed)
- Sadaf Ayaz: Diagnosis of Choroidal Neovascularization and Detection of drusens for Diagnosis of AMD using Retinal OCT Images. Sept 2014 - 16 Mar 2015 (Completed)
- Sadaf Sahar: Analysis of OCT images for Fovea Localization and Macular Edema detection. Sept 2014 - 16 Mar 2015 (Completed)
- Asra Ashraf, Diagnosis of Malarial Retinopathy by Classifying Retinal Whitening, Cotton Wool Spots and Retinal Hemorrhages, Nov 2014 - 20 Mar 2015 (Completed) (Co-Supervisor)
- Faisal: Person recognition based on dental images. Mar 2014 - 22 Mar 2015 (Completed) (Co-Supervisor)
- Madeeha Zafar, Classification of MRCP using Hybrid Features and mediods Classifier, Nov 2014 – 27 May 2015 (Completed)
- Ehsan Yousaf, Intelligent System for Detection of Epileptic Seizure, Sept 2014 – 09 July 2015 (Completed)
- Najam Dar, DWT and HRV Based ECG Biometric Identification for Healthy and Cardiac Patients , Oct 2014 – 15 July 2015 (Completed)
- Shanza Abbas, An Expert System Framework for Recommendation of Restaurants on Basis of Qualitative Analysis, Oct 2014 – 22 July 2015 (Completed)
- Madiha Naveed, Intelligent System for Analysis of Microscopic Liver Images for Detection of Heptic Failure, Nov 2014 - 24 July 2015 (Completed) (Co-Supervisor)
- Amna Pir Muhammad, An architectural Framework for HMIS Based on Internet of Things, Oct 2014 – 13 Aug 2015 (Completed)
- Zahra Waheed, Retina Recognition System using Vascular and Non Vascular based Features, Sept 2014 – 30 Oct 2015 (Completed)
- Muhammad Usman, Designing a Framework for Standardization of Ophthalmic Imaging Data using DICOM, Sept 2014 – 27 Nov 2015 (Completed)
- Anum Abdus Salam, Glaucoma Detection using Hybrid features and Structural Changes in the internal Retina, Nov 2014 - Nov 2015 (Completed) (Co-Supervisor)
- Zohra Wazir, Automated Classification of Glaucoma using Fundus Images, Jan 2015 - 03 Feb 2016. (Completed)
- Madiha Tahir, Online Signature Verification using Segmented Local and Hybrid Features, July 2015 – Feb 2016 (Completed)
- Muhammad Usman, “Mosaic Generation of Fudnus Imaeg and Segmentation of Laser Marks on Retinal Image”, Sept 2014 – Feb 2016. (Completed)
- Muhammad Ahmad, Analysis of Fundus Images to Detect Different Abnormalities Related to Hypertensive Retinopathy, Sept 2014 – Mar 2016 (Completed) (Co-Supervisor)
- KhushNaseeb Fatima, Fundus Image Analysis for Detection of Papilledema, Sept 2014 – 08 June 2016 (Completed)
- Kamran Yousaf, Analysis of Optic Nerve Head from Fundus Images for Detection of Papilledema, Analysis of Optic Nerve Head from Fundus Images for Detection of Papilledema (Completed) (Co-Supervisor)
- Umair Zafar Khan, “Using MFCC and Spectro-Temporal Gabor Filter bank Features for Acoustic Event Detection”, Sept 2014 – 24 June 2016 (Completed)
- Shafiq Ahmed Khan, “Software Defect Prediction using Ensemble Learning”, Sept 2014 – 01 July 2016 (Completed)
- Samra Naz, Automated Segmentation Of Retinal Layers For The Detection Of Diabetic Macular Edema using OCT images, Sept 2015 – 12 Aug 2016 (Completed)
- Syeda Humaira Batool, Cross Sectional Survey Based Intelligent Framework for the Diagnosis of Frozen Shoulder, Oct 2014 – Aug 2016(Completed)
- Attia Irum, “Detection of Anemia by Digital Photography of Palpebral Conjunctiva”, June 2015 – Aug 2016(Completed)
- Muhammad Mohsin Malik, “Preprocessing and Noise Removal from Optical Coherence Tomography Images”, Sept 2013 – Aug 2016 (Completed)
- Fatima Hussain, “Case studies and Survey based Intelligent Framework for Diagnosis of Sciatica”, Oct 2014 – Sept 2016(Completed)
- Ayesha Fatima, Decision Support System for Screening of Tuberculosis from Chest Radiographs using Hybrid Dominant Features, Sept 2015 – 30 Sept 2016(Completed)
- Anum Mehmood, Vertebra Localization and Segmentation Using Shape Based Analysis and Unsupervised Clustering from X-Ray Images, Sept 2015 – 30 Sept 2016(Completed)
- Muhammad Asif, “High Resolution Image Generation using Super Resolution via Sparse Representation for Medical Images”, Sept 2015 – 21 Oct 2016(Completed)
- Hiba Khalid, Imparting Data Knowledge in discrete data volumes using crowded agent approach for multi-perspective and visualized big data, Sept 2015 – 14 Oct 2016 (Completed) (Co-Supervisor)
- Mazhar Hameed, Business Intelligence: Self Adapting and prioritizing database algorithm based on contextual shifting of data, Sept 2015 – 28 Oct 2016 (Completed) (Co-Supervisor)
- Zahra Noor, Automatic Human Face Texture Analysis for Age and gender Recognition, Sept 2015 – 28 Oct 2016 (Completed)
- Adeel Ejaz, “Fingerprint Matching using Relaxation Local Greedy Search & Automated Detection Of Partial Fingerprint Images” Sept 2014 - 18 Jan 2017 (Completed)
- Hafiz Adnan Niaz, Word Spotting in Document Image Analysis, Sept 2014 - 10 Mar 2017 (Completed)
- Muhammad Asad, Prediction of Membrane Protein Types Using Pseudo-Amino Acid Composition with Physiochemical Properties and Dipeptides, Sept 2015 – 28 Aug 2017 (Completed)
- Ahmad Khawaja, Automatic hair removal and detection of melanoma in Dermoscopy images Sept 2015 – 28 Aug 2017 (Completed)
- Aliya Kanwal, Joins in Document Based Databases, Sept 2015 – 30 Aug 2017 (Completed)
- Aliya Zafar, Stress Recognition Via Sound Signals Observed in Daily Living Activity of Elderly People, Sept 2015 – 28 Aug 2017 (Completed)
- Aleena Altaf, An integrated framework for medical digonistic system, sept 2015 – 07 Sept 2017 (Completed)
- Isma Shaheen, An Integrated Framework for the Design and Development of a Clinical Grading System for Early Cataract Detection Sept 2015 – 30 Aug 2017 (Completed)
- Zeeshan Asaf, A Deep Neural Network Based Approach for Plant Leaf Recognition, Sept 2015 - 07 Sept 2017 (Completed)
- Muhammad Ammar, Learning Based Segmentation of Skin Lesion through Dermoscopic ImagesFeb 2017 - 26 Jan 2018 (Completed)
- Gulraiz Joyia Optimizing Work Flow for Eye Care Hospitals, Feb 2017 - 26 Jan 2018 (Completed)
- Qurat ul Mubarak Localization and Classification of Heart Sounds using PCG Signals Feb 2017 – 02 Feb 2018 (Completed)
- Aneeqa Ramzan Automated Glaucoma Detection using Retinal Layers Segmentation and Optic Cup to Disc Ratio in OCT Images, Feb 2017 – 02 Feb 2018 (Completed)
- Rabia Rashid, Deep Convolutional Neural Networks for Lungs Segmentation and Diagnosis of Tuberculosis from Chest X-Rays, Sept 2017 – 23 Apr 2018 (Completed)
- Aftab Farooq, Detection of Influential Nodes through Multilayer Social Network Analysis, Sept 2016-Jul 2018 (Completed)
- Fareena Fatima, Analysis of Visual Field Reports for Diagnosis of Glaucoma, Sept 2014 – 17 Aug 2018 (Completed)
- Rabeeah Ali, Analysing Vascular Structure for Detection of IntraRetinal MicroVascular Abnormalities (IRMA), Sept 2014 – 17 Aug 2018 (Completed)
- Hasnat Safdar, An approach to Verify Compliance of Requirement Template Using Natural Language, Sept 2014 – 2016 Aug 2018 (Completed)
- Bushra Khalid, Imaging Solution by Fusion of Thermal and Color Images using the Convolutional Neural Network, Dec 2017 – Feb 2019 (Completed)
- Haider Riaz, Emotion Detection in Videos using Non Sequential Deep Convolutional Neural Network, Sept 2018 – 15 Mar 2019 (Completed)
- Mohammad Kaab Zarar, Segmentation of Glioma Tumor in Brain MRI Images, Sept 2017 – 27 Mar 2019 (Completed) (Co-Supervisor)
- Ayesha Mehboob, A Deep Learning based Approach for Grading of Diabetic Retinopathy using Large Fundus Image Dataset, Sept 2018 – 08 Aug 2019 (Completed)
- Muhammad Ali, Deep Learning Based Classification Framework to Save Right Whales, Sept 2017 – 22 Aug 2019 (Completed)
- Asfandyar Nasim Khan, Twitter Gender Classification using Convolution Neural Network, 22 Sept 2017 – Aug 2019 (Completed)
- Albab Ahmed, Learning based Classification of OCT Image with Diabetic Macular Edema and Dry Age-Related Macular Degeneration with Recurrent Neural Network, Sept 2017 – 20 Aug 2019 (Completed)
- Sherin Batool, Convolutional Neural Network based Steering Direction Estimation for Self Driving Car, Sept 2018 – 20 May 2020 (Completed)
- Wajiha Rahim Khan, Convolutional Neural Network based Automatic Target Recognition, Apr 2019 – 21 May 2020 (Completed)
- Iqra Suleman, Convolutional Neural Network based Monocular Depth Estimation, Apr 2019 – 17 June 2020 (Completed)
- Irum Hina, Multi-model Emotion Recognition using Deep Learning Architecture, Sept 2018 – 18 Aug 2020 (Completed) (Co-Supervisor)
- Muhammad Faheem Khalil, CNN-RNN Based Model for Automated Radiology Report Generation, Sept 2019 – 28 Oct 2020 (Completed)
- Dania Shafique, Recognition of Different Disastrous Events using Convolutional Neural Network, Sept 2019 – 10 Nov 2020 (Completed)
- Shah Jahan, A Robust Deep Bidirectional Model With Lower Parameters Size And Better Sentence Prediction Using Deep Learning And Modeling Techniques, Sept 2019 – 29 Dec 2020 (Completed)
- Kashif, Efficient Decision Making of Data by Using Deep Learning via Generating Chernoff Faces, Sept 2019 – 29 Jan 2021 (Completed)
- Tahira Iqbal, Identification of Pneumothorax from Chest X-ray Images using Artificial Intelligence Techniques, Sept 2020 – 09 Feb 2021 (Completed) (Co-Supervisor)
- Ayesha Sadiq, Machine Learning and Signal Processing based Analysis of EMG Signals for Daily Action Classification, Sept 2019 – 16 Feb 2021 (Completed) (Co-Supervisor)
- Maryam Kahlid, Statistical Analysis of Case Studies to Determine the Effects of Vibrational Therapy on Cerebral Palsy Children, Sept 2019 – 23 Feb 2021 (Completed)
- Aqsa Rahim, Non-Invasive Human Activity Recognition using Radar Dataset, Sept 2020 – 14 Apr 2021 (Completed) (Co-Supervisor)
- Amna Rahim, Emotion Recognition using Machine Learning Model from ECG and GSR, Sept 2020 – 15 July 2021 (Completed) (Co-Supervisor)
- Qirat Ashfaq, CNN-based Thermal Image Classification, Sept 2019 – 19 May 2021 (Completed)
- Sitwat Mahd, Analysis of EEG Signals for Emotion Recognition using Deep Features, Feb 2019 – 25 May 2021 (Completed)
- Ali Nawaz, CNN and Ensemble Learning for Brain Tumor Segmentation and Survival Prediction, Sept 2020 – 27 July 2021 (Completed)
- Amna Shahid, Image Popularity Prediction (IPP) using Machine Learning Techniques, Sept 2020 – 29 July 2021 (Completed)
- Aleena Maryum, Cassava Leaf Disease Classification using Deep Neural Networks, Sept 2020 – 09 Aug 2021 (Completed)
- Wajeha Farid, CXR Image Based Classification of COVID-19 using CNN Model, Sept 2020 – 29 Sept 2021 (Completed)
- Maria Alam, Deep Learning based Analysis and Classification of COVID Patients through CT Images, Sept 2020 – 20 Oct 2021 (Completed)
- Malaika Mushtaq, Detecting and Identifying the Lumbar Spine Deformities using Deep Neural Networks, Sept 2020 – 20 Oct 2021 (Completed)
- Moneeb Abbas, Detection of Correct Placement and Presence of Tubes on Chest X-Rays using EfficientNet, Sept 2020 – 11 Nov 2021 (Completed)
- Tayyaba Hussain, A Novel Data Extraction Framework Using Natural Language Processing (DEFNLP) Techniques, Sept 2020 – 24 Nov 2021 (Completed)
- Zubair Ahmed, Depth Map Enhancement through Weighted Guided Image Filters in Shape-From-Focus, Sept 2021 – 03 June 2022 (Completed) (Co-Supervisor)
- Ahmed Hassan, Analysis of Multimodal Representation Learning Across Medical Images and Reports Generation Using Multiple Vision and Language Pre-Trained Models, Sept 2020 – 28 Apr 2022 (Completed)
- Arslan Amin, Automatic Detection and Classification of Scoliosis from Spine X-rays using Transfer Learning, Sept 2021 – 26 Sept 2022 (Completed)
- Syeda Noor ul Huda Safdar, Analysis of EEG Signals using Deep Learning to Highlight Effects of Vibration-Based Therapy on Brain, Sept 2021 – 30 Sept 2022 (Completed)
- Hina Inam, Deep Learning based Framework for Smart Infrastructure Management, Sept 2021 – 01 Dec 2022 (Completed) (Co-Supervisor)