Staff Members:1. Dr. Qaisar Abbas (RG Director)2. Dr.Mohmmad Arfan Jaffar3. Dr. Mostafa Ibrahim4. Dr. Ahmed Bayabani Research Group Interests: This research group will be enriched in both fundamental and applied problems in computer vision, Bioinformatics, image processing, machine learning, and decision support systems by doing all automatic analysis on visual data. Under above mentioned topics, the IVC research group will be focused on the following domains. (1) Image and video processing focuses on medical images(2) Bioinformatics(3) Documents with handwritten content(4) video object tracking for applications such as surveillance and sports.(5) Visual Modelling for Bioinformatics applications. Research Group Activities/Projects:1. IMSIU funded project “Occlusion invariant face recognition surveillance system (2017-2018)2. IMSIU funded project “Computer-aided decision support system for identification of skin lesions”, (2016-2017)3. IMSIU funded project No. 360910 “Moving Objects Detection and Tracking System for Video Surveillance”, 20164. A submitted research project proposal to KACST “Decision Support System for the Analysis of Fundus and OCT Images for Diagnosis of Glaucoma” under review.5. A submitted research project proposal to KACST “Analysis and Modelling of Cloud Computing for Drivers Fatigue and Vigilance Monitoring” under review.6. A submitted research project proposal to KACST “DeepFaceRecognizer: A Deep Learning Approach for Video Surveillance System to recognize Occluded Invariant Faces” under review. Research Group Publications: 1. Q Abbas “Segmentation of differential structures on computed tomography images for diagnosis lung-related diseases”, Biomedical Signal Processing and Control 33, 325–334, 20172. Q Abbas “ An Improved Statistical Model of Appearance under Partial Occlusion, The International Arab Journal of Information Technology 14 (5), 8, 20173. Q Abbas, SM Raza, A Biyabani, A Jaffar “A Review of Computational Methods for Finding Non-Coding RNA Genes”, Genes 7 (12), 10, 20164. A Qaisar, F Irene, S Auxiliadora, J Soledad, A Pedro “Automatic recognition of severity level for diagnosis of diabetic retinopathy using deep visual features”, Medical & Biological Engineering & Computing, 1-17, 20165. MA Jaffar, AB Siddiqui, M Mushtaq “Ensemble classification of pulmonary nodules using gradient intensity feature descriptor and differential evolution”, Cluster Computing, 1-15, 20176. J Ullah, MA Jaffar “Object and motion cues based collaborative approach for human activity localization and recognition in unconstrained videos”, Cluster Computing, 1-12, 20177. Q Abbas, Mostafa E. A. Ibrahim, MA Jaffar “Recent Advances on Deep Vision Systems: A Comprehensive Review,” Accepted at Springer Journal of Artificial Intelligence Review, 20178. Q Abbas, Mostafa E. A. Ibrahim, MA Jaffar “Video Scene Analysis An overview and challenges on deep learning algorithms,” Under review Springer Journal of Multimedia Tools and Applications, 2017
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