Computer Vision and Machine Learning Lab (CVML)

Publications


TitleAuthorJournal / ConferenceVolume
2021
Wheat Plant Counting Using UAV Images Based on Semi-supervised Semantic Segmentation Hamza Mukhtar, Muhammad Zeeshan Khan, Muhammad Usman Ghani Khan, Tanzila Saba, Rabia Latif 2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA) 257-261
Real Time Vehicle Detection and Colour Recognition using tuned Features of Faster-RCNN Abdullah Tariq, Muhammad Zeeshan Khan, Muhammad Usman Ghani Khan 2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA) 262-267
A Novel Ensemble Learning Approach of Deep Learning Techniques to Monitor Distracted Driver Behaviour in Real Time Hafiz Umer Draz, Muhammad Zeeshan Khan, Muhammad Usman Ghani Khan, Amjad Rehman, Ibrahim Abunadi 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA) 251-256
2020
Deep learning and blockchain fusion for detecting driver's behavior in smart vehicles Khan, Muhammad Z; Khan, Muhammad UG; Irshad, Omer; Iqbal, Razi; Internet Technology Letters 3
A realistic image generation of face from text description using the fully trained generative adversarial networks Khan, Muhammad Zeeshan; Jabeen, Saira; Khan, Muhammad Usman Ghani; Saba, Tanzila; Rehmat, Asim; Rehman, Amjad; Tariq, Usman; IEEE Access
Detection and Identification of Vehicles from High-Resolution Aerial Images Using Deep Learning Approaches with the Tuned Parameters Khan, Muhammad Zeeshan; Hassan, Saleet Ul; Draz, Hafiz Umer; Khan, Muhammad Usman Ghani; Iqbal, Razi; Unmanned Aerial Vehicles in Smart Cities
Blockchain-enabled deep semantic video-to-video summarization for IoT devices Khan, Gulraiz; Jabeen, Saira; Khan, Muhammad Zeeshan; Khan, Muhammad Usman Ghani; Iqbal, Razi; Computers & Electrical Engineering 81
2019
Robust sound classification for surveillance using time frequency audio features Hassan, Saleet Ul; Khan, Muhammad Zeeshan; Khan, Muhammad Usman Ghani; Saleem, Summra; 2019 International Conference on Communication Technologies (ComTech)
Geometric positions and Optical Flow based Emotion Detection using MLP and Reduced Dimensions Gulraiz Khan, Aiman Siddiqi, Usman Ghani, samyan qayyum, Sahar Waqar IET Image Processing 1
The Use of Ontology in Retrieval: A Study on Textual, Multilingual and Multimedia Retrieval M. Nabeel Asim, M. Wasim, M. Usman Ghani Khan, Nasir Mahmood, Waqar Mehmood IEEE Access ---
Dynamic Testing of C Program Interfaces Based on FSM Modeling Muhammad Sajjad ; Muhammad Wasim ; Muzammil Shahbaz ; Kashif Saghar ; Usman Ghani Khan IEEE 2018
Story based video retrieval using deep visual and textual information Hassan, Muhammad A; Saleem, Summra; Khan, Muhammad Zeeshan; Khan, Muhammad Usman Ghani; 2019 2nd International Conference on Communication, Computing and Digital systems (C-CODE)
Deep unified model for face recognition based on convolution neural network and edge computing Khan, Muhammad Zeeshan; Harous, Saad; Hassan, Saleet Ul; Khan, Muhammad Usman Ghani; Iqbal, Razi; Mumtaz, Shahid; IEEE Access 7
Video Summarization using CNN and Bidirectional LSTM by Utilizing Scene Boundary Detection Khan, Muhammad Zeeshan; Jabeen, Saira; ul Hassan, Saleet; Hassan, MA; Khan, Muhammad Usman Ghani; 2019 International Conference on Applied and Engineering Mathematics (ICAEM)
Stateful human-centered visual captioning system to aid video surveillance Saleem, Summra; Dilawari, Aniqa; Khan, Usman Ghani; Iqbal, Razi; Wan, Shaohua; Umer, Tariq; Computers & Electrical Engineering 78
Cross Input Neighbourhood Difference for Re-identification of Occupational Humans Mohammad, Agha Saad; Saleem, Summra; Dilawari, Aniqa; Khan, Muhammad Usman Ghani; 2019 22nd International Multitopic Conference (INMIC)
Voice Conversion and Spoofed Voice Detection from Parallel English and Urdu Corpus using Cyclic GANs Saleem, Summra; Dilawari, Aniqa; Khan, Muhammad Usman Ghani; Husnain, Muhammad; 2019 International Conference on Robotics and Automation in Industry (ICRAI)
Detection and Classification of Vehicles based on Deep Semantic Features of Faster R-CNN Hassan, Saleet Ul; Khan, Muhammad Zeeshan; Draz, Hafiz Umer; Khan, Muhammad Usman Ghani; 2019 International Conference on Innovative Computing (ICIC)
Telegenic Data Analysis for Compact Description and Genre Classification based on Re-ranking Shahid, Maida; Saleem, Summra; Dilawari, Aniqa; Khan, Usman Ghani; 2019 International Conference on Communication Technologies (ComTech)
A Rewriter Model for Urdu Document Concision with Neural Word Embeddings Shahid, Maida; Saleem, Summra; Dilawari, Aniqa; Khan, Usman Ghani; Urdu News Headline, Text Classification by Using Different Machine Learning Algorithms
Scene Recognition of Surveillance Data using Deep Features and Supervised Classifiers Jabeen, Saira; Saleem, Summra; Azam, Abdulrehman; Khan, Usman Ghani; 2019 2nd International Conference on Advancements in Computational Sciences (ICACS)
2018
A survey of ontology learning techniques and applications Muhammad Nabeel Asim, Muhammad Wasim, Muhammad Usman Ghani Khan, Waqar Mahmood, Hafiza Mahnoor Abbasi The Journal of Biological Databases and Curation 2018
Improved biomedical term selection in pseudo relevance feedback Muhammad Nabeel Asim, Muhammad Wasim, Usman Ghani, Waqar Mahmood Database The Journal of Biological Databases and Curation 2018
Multi-Label Question Classification for Factoid and List Type Questions in Biomedical Question Answering Muhamamd Wasim; Waqar Mahmood; Muhammad Nabeel Asim; Muhamamd Usman Ghani Khan IEEE Access 7
Learning deep C3D features for soccer video event detection Khan, Muhammad Zeeshan; Saleem, Summra; Hassan, Muhammad A; Khan, Muhammad Usman Ghanni; 2018 14th International Conference on Emerging Technologies (ICET)
Semantic Analysis of News Based on the Deep Convolution Neural Network Khan, Muhammad Zeeshan; Hassan, Muhammad A; Hassan, Saleet Ul; Khan, Muhammad Usman Ghanni; 2018 14th International Conference on Emerging Technologies (ICET)
Deep CNN based data-driven recognition of cricket batting shots Khan, Muhammad Zeeshan; Hassan, Muhammad A; Farooq, Ammarah; Khan, Muhammad Usman Ghanni; 2018 International Conference on Applied and Engineering Mathematics (ICAEM)
Video Retrieval System Using Parallel Multi-Class Recurrent Neural Network Based on Video Description Saira Jabeen, Gulraiz Khan, Humza Naveed, Zeeshan Khan, Usman Ghani Khan 2018 14th International Conference on Emerging Technologies (ICET) 14
Modified Texture Features from Histogram and Gray Level Co-occurence Matrix of Facial Data for Ethnicity Detection Abdul Rehman, Gulraiz Khan, Aiman Siddiqi, Abdullah Khan, Usman Ghani Khan 2018 5th International Multi-Topic ICT Conference (IMTIC) 6-Jan
Human activity recognition using mixture of heterogeneous features and sequential minimal optimization Humza Naveed, Gulraiz Khan, Asad Ullah Khan, Aiman Siddiqi, Muhammad Usman Ghani Khan International Journal of Machine Learning and Cybernetics 12-Jan
Egocentric visual scene description based on human-object interaction and deep spatial relations among objects Gulraiz Khan, Muhammad Usman Ghani, Aiman Siddiqi, Zahoor Rehman, S Seo, SW Baik, Irfan Mehmood Multimedia Tools and Applications 22-Jan
2017
Eye Controlled Mobile Robot with Shared Control for Physically Impaired People Muhammad Wasim, Javeria khan, Dawer Saeed, Dr Usman Ghani Khan International Journal of Advanced Computer Science and Applications (IJACSA) 8
A Survey of Datasets for Biomedical Question Answering Systems Muhammad WasimDr. Waqar MahmoodDr. Usman Ghani Khan The Science and Information (SAI) Organization 8
Human, Object and Scene Centric Image Retrieval Engine to Enhance Image Management Humza Naveed, Gulraiz Khan, Saira Jabeen, Zeeshan Khan, Muhammad Usman Ghani Khan 2017 International Conference on Frontiers of Information Technology 98-103
Microscopic abnormality classification of cardiac murmurs using ANFIS and HMM H. M. Fahad, M. Usman Ghani Khan, Tanzila Saba, Amjad Rehman and Sajid Iqbal Microscopy Research and Technique Impact factor: 1.147
An Improve Urdu Stemming Algorithm for Text Mining Based on Multi-step Hybrid Approach. Dr. M. Usman Ghani Khan Journal of Experimental & Theoretical Artificial Intelligence Impact factor: 1.731
2016
A framework for automatic colorization of medical imaging Nida, Nudrat, Muhammad Sharif, Muhammad Usman Ghani Khan, Mussarat Yasmin, and Steven Lawrence Fernandes. IIOAB Journal 7
Application of Intelligent Agents in Health-Care: Review Sajid Iqbal, Wasif Altaf, Muhammad Aslam Artificial Intelligence Review Journal Jan. 2016.
Application of intelligent agents in health-care: review Sajid Iqbal, Wasif Altaf, Muhammad Aslam, Waqar Mahmood, Muhammad Usman Ghani Khan accepted for publication in Artificial Intelligence Review, (), 1-30
A United Integration Model and Database Management System for Genomic Data Pervaiz Iqbal Khan, Muhammad Usman Ghani Khan and Abdul Nasir JFET 2015 Vol 22, No 1
Intelligent Cloud Computing Security Framework for Private and Public Clouds MAGNT Muhammad Javaid Iqbal and Dr. Muhammad Usman Ghani Khan Research Report, Vol.3 (3). PP: 885-891 (Impact factor: 0.68)
Spatio-Temporal Analysis of Videos for E?cient Video Retrieval MAGNT Research Report Sana Amanat and Muhammad Usman Ghani Khan (ISSN. 1444-8939) Vol.3 (3). PP: 751-756 (Impact factor: 0.68).
Poisson noise reduction in scintigraphic images using Gradient Adaptive Trimmed Mean filter admin International Conference on Intelligent Systems Engineering (ICISE). IEEE, 2016
B-COSFIRE filter and VLM based retinal blood vessels segmentation and denoising admin International Conference on Computing, Electronic and Electrical Engineering (ICE Cube). IEEE, 2016
A Morphological Hessian Based Approach for Retinal Blood Vessels Segmentation and Denoising Region Based Otsu Thresholding. admin PloS one 11.7 (2016): e0158996.
2015
A Unified Integration Model and DatabaseManagement System for Genomic Data Pervaiz Iqbal KhanMuhammad Usman Ghani KhanAbdul Nasir The Nucleus Journal 22
A Framework for Creating Natural Language Descriptions of Video Streams M. U. G. Khan and Y. Gotoh International Journal of Information Sciences. Volume 303, 10 May 2015, Pages 61 - 82, (Impact factor: 3.939)
A Systematic Approach to Generate Query Model for DNA M.U.G. Khan, M.Nadeem, A. Nasir, A. A. Shah and A. A. Gill Pakistan Journal of Zoology, Vol(46), 2014. (Impact factor: 0.4)
Real Time Digital Image Processing Using Point Operations in Multithreaded Systems Samyan, Q. W Fourteenth Mexican International Conference on Artificial Intelligence (MICAI). IEEE, 2015.
Real Time Digital Image Processing Using Point Operations in Multithreaded Systems
Development of Bioinformatics Cloud using Finite State Machines based Methodology M. U. G. Khan, A. Nasir, P.Niazi and A. Shakoori Pakistan Journal of Zoology, (submitted December 2014)(Impact factor: 0.638).
A Review: Conceptual Data Models for Biological Domain Idrees, M., and Khan, M. U. G The Journal of Animal and Plant Sciences (JAPS), Vol. (25), No.(1), February, 2015. (Impact factor: 0.638)
A Unified Integration Model and Database Management System for Genomic Data Pervaiz Iqbal Khan , Muhammad Usman Ghani Khan Pakistan 22(1), 2015
A Framework for Creating Natural Language Descriptions of Video Streams MUG Khan, N Al Harbi, Y Gotoh USA Volume 303, 2015
Towards a secured design methodology for cloud based bioinformatics applications Nasir, A., and M. U. G. Khan Jounral of Animal and Plant Sciences. (Impact factor: 0.638)
A REVIEW: CONCEPTUAL DATA MODELS FOR BIOLOGICAL DOMAIN MUGK M. Idrees Pakistan 25 (1), 2015
2014
SMGCD Metrics for Biological Sequence Data M. Idrees and M. U. G. Khan The Nucleus Journal, Volume 51, Issue I, March 2014
Visual Speaker Identification Using Lip and Body Movements. Khan, M. U., Shahzad Asif, H. M., Asif, K. H., Tauqir, M., & Afzal, M. Journal of faculty of engineering & technology, 21(1) --
Data Model for Biological Data, Mehran University M. Idrees and M. U. G. Khan Research Journal of Engineering & Technology, August 2014.
A. Towards computational model of Human Brain Memory S.Bashir, M. U. G. Khan, A. Shah and Nasir Punjab University Journal of Mathematics.
Determination of pollutants in water of BRB canal M.U. G. Khan Journal of the Pakistan Institute of Chemical Engineers, 2014.
Development of an ultrasound assisted rapid digestion method, M.U. G. Khan Journal of the Pakistan Institute of Chemical Engineers, 2014. --
An Agent-based CBIR System for Medical Images, Journal of Faculty of Engineering & Technology M. U. G. Khan, P. Iqbal, K. Asif, A. Nasir, J. Arshad and S.Amanat Punjab University, Vol 21(2), 2014.
Design Extraction Technique of Web Applications, , M.U.G. Khan, M. Zafar, K. Asif, A. Nasir, A. Shah A Reverse Engineering Process Journal of Faculty of Engineering & Technology, Punjab University Vol 21(2), 2014.
Security Techniques & Solutions for preventing the cross site scripting web vulnerabilities M. J. Arshad, N. Nigar, H. Ahmad, A. Farooq, M.U.G. Khan and M. Idrees A general approach. Journal of Faculty of Engineering & Technology, Punjab University, Vol 21(2), 2014.
Towards a secured design methodology for cloud based bioinformatics applications A. Nasir, M. Usman Ghani Khan The Journal of Animal & Plant Sciences 24
Quality Preserving Video Security Enrichment using Watermarking. M. U. G. Khan, M. Amir, A. Nasir, R. Iqbal and Y. Gotoh Pakistan X, 2014
SEMANTIC WEBS AND ONTOLOGY-DRIVEN BIOLOGICAL DATA INTEGRATION METHODS FOR BACTERIA M.U.G. Khan, M. Idrees and A. Akram Pakistna 51(4), 2014
An Agent-based CBIR System for Medical Images MU Ghani, PI Khan, KH Asif, A Nasir, MJ Arshad, S Amanat Pakistan 21 (2), 2014
2013
Natural language description of video streams M. U. G. Khan, L. Zhang, and Y. Gotoh. USA 2013
Spoken Document Retrieval Based on Confusion Network with Syllable Fragments L. Zhang, M. U. G. Khan, and Y. Gotoh. Neitherland 2013
Requirements Analysis Algebra: designing quality software Nasir, A., A. Shah, and M. U. G. Khan Journal of Quality and Technology Management, Volume IX, Issue II,December 2013, Page 107:136
Dynamic Ontology Management for Bioinformatics Domain S. A. Shah, F Maqbool and M. U. G. Khan Pakistan 2013
2012
Natural language descriptions of visual scenes - corpus generation and analysis. M. U. G. Khan, Y. Gotoh. France 2012
Describing video contents in natural language. M. U. G. Khan, Y. Gotoh. France 2012
Spoken Document Retrieval Based on Confusion Network with Syllable Fragments L. Zhang, M. U. G. Khan, and Y. Gotoh International Journal of Advanced Robotic Systems,ISSN 1729-8806, InTech, November 11, 2012. (Impact factor: 0.579)
2011
Human focused video description. M. U. G. Khan, L. Zhang, and Y. Gotoh. Spain 2011
Towards coherent natural language description of video streams M. U. G. Khan, L. Zhang, and Y. Gotoh. Spain 2011
Video scene classification based on Natural Language Descriptions L. Zhang, M. U. G. Khan and Y. Gotoh. Spain 2011
2010
Performance Evaluation Metrics: Can buffer size override the higher rotational speed of hard disk in terms of overall performance or throughput. Mahmood Ahmed, Sajid Mahmood, Muhammad Usman Ghani & Dr. Muhammad Shoaib Volume 6, Issue 10, Cumulated No. 31, October 1, 2010, Journal of American Science 2010, ISSN: 1545-1003.
Performance Evaluation Metrics: Can buffer size override the higher rotational speed of hard disk in terms of overall performance or throughput? M. Ahmed, S. Mahmood, M. U. G. Khan, and M. Shoaib. Pakistan 2010
2009
Design and Implementation of efficient Information Retrieval Algorithm for Chest X-Ray Images M. Shoaib, M. U. G. Khan, S Kalsoom, and K Khurshid. Pakistan 2009
Visual speech detection using OpenCV M. U. G. Khan, S. Mahmood, M. Ahmed, and Y. Gotoh. Pakistan 2009
Human detection in videos M. U. G. Khan and A. Saeed Pakistan 2009
2008
IEEE 802.21 Based Multihoming Approach to Seamless Vertical Handover in Heterogeneous Networks Faiza Iqbal, Muhammad Y. Javed, Ghalib A. Shah in Proc. of International Conference on Wireless Networks (ICWN'08), pp. 449-452, 2008.