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ORCIDMuhammad Usman Ghani Khan
Muhammad Usman Ghani 0001
Person information
- affiliation: University of Engineering and Technology, Department of Computer Science and Engineering, Lahore, Pakistan
Other persons with the same name
- Muhammad Usman Ghani 0002
![[0000-0002-6411-423X]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-6411-423X")
— Boston University, MA, USA (and 2 more) - Muhammad Usman Ghani 0003 — National University of Computer and Emerging Sciences, School of Computer Science, Karachi, Pakistan
- Muhammad Usman Ghani 0004 — Khawaja Fareed University of Engineering & Information Technology, Institute of Mathematics, Rahim Yar Khan, Pakistan
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Books and Theses
- 2012
[b1]Muhammad Usman Ghani Khan:
Natural language descriptions for video streams. University of Sheffield, UK, 2012
Journal Articles
- 2024
- [j60]Hamza Mukhtar, Muhammad Usman Ghani Khan:
CMOT: A cross-modality transformer for RGB-D fusion in person re-identification with online learning capabilities. Knowl. Based Syst. 283: 111155 (2024) - [j59]Muhammad Ahmed Hassan, Muhammad Usman Ghani Khan, Razi Iqbal, Omer Riaz, Ali Kashif Bashir, Usman Tariq:
Predicting humans future motion trajectories in video streams using generative adversarial network. Multim. Tools Appl. 83(5): 15289-15311 (2024) - [j58]Faiza Mehmood, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel:
Passion-Net: a robust precise and explainable predictor for hate speech detection in Roman Urdu text. Neural Comput. Appl. 36(6): 3077-3100 (2024) - 2023
- [j57]Muhammad Usman Ghani Khan, Mourad Elhadef, Abid Mehmood:
Intelligent Urban Cities: Optimal Path Selection Based on Ad Hoc Network. IEEE Access 11: 19259-19268 (2023) - [j56]Aniqa Dilawari, Muhammad Usman Ghani Khan, Summra Saleem, Zahoor-Ur Rehman, Fatema Sabeen Shaikh:
Neural Attention Model for Abstractive Text Summarization Using Linguistic Feature Space. IEEE Access 11: 23557-23564 (2023) - [j55]Abdulaziz Alharbi, Muhammad Usman Ghani Khan, Bushra Tayyaba:
Wheat Disease Classification Using Continual Learning. IEEE Access 11: 90016-90026 (2023) - [j54]Samyan Qayyum Wahla, Muhammad Usman Ghani:
Visual Fall Detection From Activities of Daily Living for Assistive Living. IEEE Access 11: 108876-108890 (2023) - [j53]Muhammad Ahmed Hassan, Mourad Elhadef, Muhammad Usman Ghani Khan:
Collaborative Traffic Signal Automation Using Deep Q-Learning. IEEE Access 11: 136015-136032 (2023) - [j52]Fareed Ahmad, Muhammad Usman Ghani Khan, Ahsen Tahir, Farhan Masud:
Deep ensemble approach for pathogen classification in large-scale images using patch-based training and hyper-parameter optimization. BMC Bioinform. 24(1): 273 (2023) - [j51]Hamza Mukhtar, Muhammad Usman Ghani Khan:
STMMOT: Advancing multi-object tracking through spatiotemporal memory networks and multi-scale attention pyramids. Neural Networks 168: 363-379 (2023) - [j50]Faiza Mehmood, Rehab Shahzadi, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel:
EnML: Multi-label Ensemble Learning for Urdu Text Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(9): 227:1-227:31 (2023) - 2022
- [j49]Amjad Rehman Khan, Hamza Mukhtar, Tanzila Saba, Omer Riaz, Muhammad Usman Ghani Khan, Saeed Ali Bahaj:
Scene Graph Generation With Structured Aspect of Segmenting the Big Distributed Clusters. IEEE Access 10: 24264-24272 (2022) - [j48]Abdullah Tariq, Abid Mehmood, Mourad Elhadef, Muhammad Usman Ghani Khan:
Adversarial Training for Fake News Classification. IEEE Access 10: 82706-82715 (2022) - [j47]Abdulaziz Alorf, Muhammad Usman Ghani Khan:
Multi-label classification of Alzheimer's disease stages from resting-state fMRI-based correlation connectivity data and deep learning. Comput. Biol. Medicine 151(Part): 106240 (2022) - [j46]Amjad Rehman Khan, Tanzila Saba, Muhammad Zeeshan Khan, Suliman Mohamed Fati, Muhammad Usman Ghani Khan:
Classification of human's activities from gesture recognition in live videos using deep learning. Concurr. Comput. Pract. Exp. 34(10) (2022) - [j45]Muhammad Talha Ubaid, Tanzila Saba, Hafiz Umer Draz, Amjad Rehman, Muhammad Usman Ghani Khan, Hoshang Kolivand:
Intelligent Traffic Signal Automation Based on Computer Vision Techniques Using Deep Learning. IT Prof. 24(1): 27-33 (2022) - [j44]Muhammad Usman Ghani Khan, Abdullah Tariq, Tanzila Saba, Amjad Rehman, Hoshang Kolivand:
VCFN: Virtual Cloth Fitting Try-On Network. IT Prof. 24(6): 20-26 (2022) - [j43]Sahar Waqar, Muhammad Usman Ghani Khan, Muhammad Hamza Waseem, Samyan Qayyum Wahla:
The utility of datasets in crowd modelling and analysis: a survey. Multim. Tools Appl. 81(30): 43947-43978 (2022) - 2021
- [j42]Abdul Rehman, Summra Saleem, Muhammad Usman Ghani, Saira Jabeen, M. Omair Shafiq:
Scene Recognition by Joint Learning of DNN from Bag of Visual Words and Convolutional DCT Features. Appl. Artif. Intell. 35(9): 623-641 (2021) - [j41]Muhammad Zeeshan Khan, Saira Jabeen, Muhammad Usman Ghani Khan, Tanzila Saba, Muhammad Asim Rehmat, Amjad Rehman, Usman Tariq:
A Realistic Image Generation of Face From Text Description Using the Fully Trained Generative Adversarial Networks. IEEE Access 9: 1250-1260 (2021) - [j40]Muhammad Zeeshan Khan, Muhammad Usman Ghani Khan, Tanzila Saba, Imran Razzak, Amjad Rehman, Saeed Ali Bahaj:
Hot-Spot Zone Detection to Tackle Covid19 Spread by Fusing the Traditional Machine Learning and Deep Learning Approaches of Computer Vision. IEEE Access 9: 100040-100049 (2021) - [j39]Fareed Ahmad, Muhammad Usman Ghani Khan, Kashif Javed:
Deep learning model for distinguishing novel coronavirus from other chest related infections in X-ray images. Comput. Biol. Medicine 134: 104401 (2021) - [j38]Fareed Ahmad, Amjad Farooq, Muhammad Usman Ghani:
Deep Ensemble Model for Classification of Novel Coronavirus in Chest X-Ray Images. Comput. Intell. Neurosci. 2021: 8890226:1-8890226:17 (2021) - [j37]Muhammad Ali Ibrahim, Muhammad Usman Ghani Khan, Faiza Mehmood, Muhammad Nabeel Asim, Waqar Mahmood:
GHS-NET a generic hybridized shallow neural network for multi-label biomedical text classification. J. Biomed. Informatics 116: 103699 (2021) - [j36]Saira Jabeen, Muhammad Usman Ghani, Razi Iqbal, Mithun Mukherjee, Jaime Lloret:
A deep multimodal system for provenance filtering with universal forgery detection and localization. Multim. Tools Appl. 80(11): 17025-17044 (2021) - [j35]Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed:
Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33(6): 2157 (2021) - [j34]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed:
Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33(11): 5437-5469 (2021) - [j33]Qaiser Abbas, Farheen Ramzan, Muhammad Usman Ghani:
Acral melanoma detection using dermoscopic images and convolutional neural networks. Vis. Comput. Ind. Biomed. Art 4(1): 25 (2021) - 2020
- [j32]Farheen Ramzan, Muhammad Usman Ghani Khan, Sajid Iqbal, Tanzila Saba, Amjad Rehman:
Volumetric Segmentation of Brain Regions From MRI Scans Using 3D Convolutional Neural Networks. IEEE Access 8: 103697-103709 (2020) - [j31]Faiza Mehmood, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Rehab Shahzadi, Waqar Mahmood, Muhammad Nabeel Asim:
A Precisely Xtreme-Multi Channel Hybrid Approach for Roman Urdu Sentiment Analysis. IEEE Access 8: 192740-192759 (2020) - [j30]Abdul Jaleel, Muhammad Awais Hassan, Tayyeb Mahmood, Muhammad Usman Ghani, Ata Ur Rehman:
Reducing Congestion in an Intelligent Traffic System With Collaborative and Adaptive Signaling on the Edge. IEEE Access 8: 205396-205410 (2020) - [j29]Gulraiz Khan, Saira Jabeen, Muhammad Zeeshan Khan, Muhammad Usman Ghani Khan, Razi Iqbal:
Blockchain-enabled deep semantic video-to-video summarization for IoT devices. Comput. Electr. Eng. 81: 106524 (2020) - [j28]Omer Irshad, Muhammad Usman Ghani Khan, Razi Iqbal, Shakila Basheer, Ali Kashif Bashir:
Performance optimization of IoT based biological systems using deep learning. Comput. Commun. 155: 24-31 (2020) - [j27]Omer Irshad, Muhammad Usman Ghani Khan, Razi Iqbal, Shakila Basheer, Ali Kashif Bashir:
Corrigendum to "Performance optimization of IoT based biological systems using deep learning" [Computer Communications 155 (2020) 24-31]. Comput. Commun. 160: 863 (2020) - [j26]Aniqa Dilawari, Muhammad Usman Ghani Khan, Zahoor-Ur Rehman, Khalid Mahmood Awan, Irfan Mehmood, Seungmin Rho:
Toward Generating Human-Centered Video Annotations. Circuits Syst. Signal Process. 39(2): 857-883 (2020) - [j25]Muhammad Zeeshan Khan, Muhammad Usman Ghani Khan, Omer Irshad, Razi Iqbal:
Deep learning and blockchain fusion for detecting driver's behavior in smart vehicles. Internet Technol. Lett. 3(6) (2020) - [j24]Farheen Ramzan, Muhammad Usman Ghani Khan, Muhammad Asim Rehmat, Sajid Iqbal, Tanzila Saba, Amjad Rehman, Zahid Mehmood:
A Deep Learning Approach for Automated Diagnosis and Multi-Class Classification of Alzheimer's Disease Stages Using Resting-State fMRI and Residual Neural Networks. J. Medical Syst. 44(2): 37 (2020) - [j23]Gulraiz Khan, Sahar Samyan, Muhammad Usman Ghani Khan, Muhammad Shahid, Samyan Qayyum Wahla:
A survey on analysis of human faces and facial expressions datasets. Int. J. Mach. Learn. Cybern. 11(3): 553-571 (2020) - [j22]Gulraiz Khan, Muhammad Usman Ghani, Aiman Siddiqi, Zahoor-Ur Rehman, Sanghyun Seo, Sung Wook Baik, Irfan Mehmood:
Egocentric visual scene description based on human-object interaction and deep spatial relations among objects. Multim. Tools Appl. 79(23-24): 15859-15880 (2020) - 2019
- [j21]Muhammad Wasim, Waqar Mahmood, Muhammad Nabeel Asim, Muhammad Usman Ghani Khan:
Multi-Label Question Classification for Factoid and List Type Questions in Biomedical Question Answering. IEEE Access 7: 3882-3896 (2019) - [j20]Muhammad Nabeel Asim, Muhammad Wasim, Muhammad Usman Ghani Khan, Nasir Mahmood, Waqar Mahmood:
The Use of Ontology in Retrieval: A Study on Textual, Multilingual, and Multimedia Retrieval. IEEE Access 7: 21662-21686 (2019) - [j19]Aniqa Dilawari, Muhammad Usman Ghani Khan:
ASoVS: Abstractive Summarization of Video Sequences. IEEE Access 7: 29253-29263 (2019) - [j18]Muhammad Zeeshan Khan, Saad Harous, Saleet Ul Hassan, Muhammad Usman Ghani Khan, Razi Iqbal, Shahid Mumtaz:
Deep Unified Model For Face Recognition Based on Convolution Neural Network and Edge Computing. IEEE Access 7: 72622-72633 (2019) - [j17]Summra Saleem, Aniqa Dilawari, Muhammad Usman Ghani Khan, Razi Iqbal, Shaohua Wan, Tariq Umer:
Stateful human-centered visual captioning system to aid video surveillance. Comput. Electr. Eng. 78: 108-119 (2019) - [j16]Javeria Khan, Muhammad Hamza Bhatti, Muhammad Usman Ghani Khan, Razi Iqbal:
Multiclass EEG motor-imagery classification with sub-band common spatial patterns. EURASIP J. Wirel. Commun. Netw. 2019: 174 (2019) - [j15]Gulraiz Khan, Aiman Siddiqi, Muhammad Usman Ghani Khan, Samyan Qayyum Wahla, Sahar Samyan:
Geometric positions and optical flow based emotion detection using MLP and reduced dimensions. IET Image Process. 13(4): 634-643 (2019) - [j14]Dawer Saeed, Razi Iqbal, Hafiz Husnain Raza Sherazi, Muhammad Usman Ghani Khan:
Evaluating Near-Field Communication tag security for identity theft prevention. Internet Technol. Lett. 2(5) (2019) - [j13]Muhammad Wasim, Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Waqar Mahmood:
Multi-label biomedical question classification for lexical answer type prediction. J. Biomed. Informatics 93 (2019) - [j12]Humza Naveed, Gulraiz Khan, Asad Ullah Khan, Aiman Siddiqi, Muhammad Usman Ghani Khan:
Human activity recognition using mixture of heterogeneous features and sequential minimal optimization. Int. J. Mach. Learn. Cybern. 10(9): 2329-2340 (2019) - [j11]Muhammad Wasim, Muhammad Nabeel Asim, Muhammad Usman Ghani, Zahoor-Ur Rehman, Seungmin Rho, Irfan Mehmood:
Lexical paraphrasing and pseudo relevance feedback for biomedical document retrieval. Multim. Tools Appl. 78(21): 29681-29712 (2019) - [j10]Muhammad Hamza Bhatti, Javeria Khan, Muhammad Usman Ghani Khan, Razi Iqbal, Moayad Aloqaily, Yaser Jararweh, Brij B. Gupta:
Soft Computing-Based EEG Classification by Optimal Feature Selection and Neural Networks. IEEE Trans. Ind. Informatics 15(10): 5747-5754 (2019) - 2018
- [j9]Aniqa Dilawari, Muhammad Usman Ghani Khan, Ammarah Farooq, Zahoor-Ur Rehman, Seungmin Rho, Irfan Mehmood:
Natural Language Description of Video Streams Using Task-Specific Feature Encoding. IEEE Access 6: 16639-16645 (2018) - [j8]Abdul Jabbar, Sajid Iqbal, Muhammad Usman Ghani Khan, Shafiq Hussain:
A survey on Urdu and Urdu like language stemmers and stemming techniques. Artif. Intell. Rev. 49(3): 339-373 (2018) - [j7]Muhammad Nabeel Asim, Muhammad Wasim, Muhammad Usman Ghani Khan, Waqar Mahmood:
Improved biomedical term selection in pseudo relevance feedback. Database J. Biol. Databases Curation 2018: bay056 (2018) - [j6]Muhammad Nabeel Asim, Muhammad Wasim, Muhammad Usman Ghani Khan, Waqar Mahmood, Hafiza Mahnoor Abbasi:
A survey of ontology learning techniques and applications. Database J. Biol. Databases Curation 2018: bay101 (2018) - [j5]Sana Amanat, Muhammad Idrees, Muhammad Usman Ghani Khan, Zahoor-Ur Rehman, Hangbae Chang, Irfan Mehmood, Sung Wook Baik:
Video Retrieval System for Meniscal Surgery to Improve Health Care Services. J. Sensors 2018: 4390703:1-4390703:10 (2018) - 2017
- [j4]Anum Ali, Ghalib A. Shah, Muhammad Omer Farooq, Muhammad Usman Ghani:
Technologies and challenges in developing Machine-to-Machine applications: A survey. J. Netw. Comput. Appl. 83: 124-139 (2017) - [j3]Muhammad Usman Ghani Khan, Yoshihiko Gotoh:
Generating natural language tags for video information management. Mach. Vis. Appl. 28(3-4): 243-265 (2017) - 2016
- [j2]Sajid Iqbal, Wasif Altaf, Muhammad Aslam, Waqar Mahmood, Muhammad Usman Ghani Khan:
Application of intelligent agents in health-care: review. Artif. Intell. Rev. 46(1): 83-112 (2016) - 2015
- [j1]Muhammad Usman Ghani Khan, Nouf Al Harbi, Yoshihiko Gotoh:
A framework for creating natural language descriptions of video streams. Inf. Sci. 303: 61-82 (2015)
Conference and Workshop Papers
- 2021
- [c19]Summra Saleem, Muhammad Usman Ghani, Aslam Muhammad, Ana María Martínez Enríquez:
Supervised Neural Network for Offline Forgery Detection of Handwritten Signature. CCE 2021: 1-6 - 2019
- [c18]Saira Jabeen, AbdulGhaffar Malkana, Ali Farooq, Muhammad Usman Ghani Khan:
Weather Classification on Roads for Drivers Assistance using Deep Transferred Features. FIT 2019: 221-226 - [c17]Saira Jabeen, Summra Saleem, Abdulrehman Azam, Muhammad Usman Ghani Khan:
Scene Recognition of Surveillance Data using Deep Features and Supervised Classifiers. ICACS 2019: 1-6 - [c16]Gulraiz Khan, Muhammad Ali Farooq, Junaid Hussain, Zeeshan Tariq, Muhammad Usman Ghani Khan:
Categorization of Crowd Varieties using Deep Concurrent Convolution Neural Network. ICACS 2019: 1-6 - [c15]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust Hybrid Approach for Textual Document Classification. ICDAR 2019: 1390-1396 - [c14]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed:
Two Stream Deep Network for Document Image Classification. ICDAR 2019: 1410-1416 - 2018
- [c13]Muhammad Sajjad, Muhammad Wasim, Muzammil Shahbaz, Kashif Saghar, Muhammad Usman Ghani Khan:
Dynamic Testing of C Program Interfaces Based on FSM Modeling. FIT 2018: 24-29 - 2017
- [c12]Humza Naveed, Gulraiz Khan, Saira Jabeen, Zeeshan Khan, Muhammad Usman Ghani Khan:
Human, Object and Scene Centric Image Retrieval Engine to Enhance Image Management. FIT 2017: 98-103 - [c11]Muhammad Usman Ghani Khan, Yoshihiko Gotoh, Nudrat Nida:
Medical Image Colorization for Better Visualization and Segmentation. MIUA 2017: 571-580 - 2016
- [c10]Samyan Qayyum Wahla, Sahar Waqar, Muhammad Usman Ghani Khan, Yoshihiko Gotoh:
The University of Sheffield and University of Engineering & Technology, Lahore at TRECVID 2016: Video to Text Description Task. TRECVID 2016 - 2015
- [c9]Maira Alvi, Muhammad Usman Ghani Khan, Yoshihiko Gotoh, Mehroz Sadiq, Mubeen Aslam:
University of Engineering & Technology, Lahore / The University of Sheffield at TRECVID 2015: Instance Search. TRECVID 2015 - 2014
- [c8]Sana Amanat, Muhammad Usman Ghani Khan, Nudrat Nida, Yoshihiko Gotoh:
The University of Sheffield and University of Engineering & Technology, Lahore at TECVID 2014: Instance Search Task. TRECVID 2014 - 2013
- [c7]Muhammad Usman Ghani Khan, Khawar Bashir, Abad Ali Shah, Lei Zhang, Yoshihiko Gotoh, Pervaiz Iqbal Khan, Mehwish Amiruddin:
The University of Sheffield , Harbin University and University of Engineering & Technology, Lahore at TRECVID 2013: Instance Search & Semantic Indexing. TRECVID 2013 - 2012
- [c6]Muhammad Usman Ghani Khan, Rao Muhammad Adeel Nawab, Yoshihiko Gotoh:
Natural Language Descriptions of Visual Scenes Corpus Generation and Analysis. ESIRMT/HyTra@EACL 2012: 38-47 - [c5]Muhammad Usman Ghani Khan, Lei Zhang, Yoshihiko Gotoh:
Generating coherent natural language annotations for video streams. ICIP 2012: 2893-2896 - [c4]Manal Al Ghamdi, Muhammad Usman Ghani Khan, Lei Zhang, Yoshihiko Gotoh:
The University of Sheffield and Harbin Engineering University at TRECVID 2012: Instance Search. TRECVID 2012 - 2011
- [c3]Muhammad Usman Ghani Khan, Lei Zhang, Yoshihiko Gotoh:
Towards coherent natural language description of video streams. ICCV Workshops 2011: 664-671 - [c2]Lei Zhang, Muhammad Usman Ghani Khan, Yoshihiko Gotoh:
Video scene classification based on natural language description. ICCV Workshops 2011: 942-949 - [c1]Muhammad Usman Ghani Khan, Lei Zhang, Yoshihiko Gotoh:
Human Focused Video Description. ICCV Workshops 2011: 1480-1487
Informal and Other Publications
- 2023
- [i4]Hamza Mukhtar, Muhammad Usman Ghani Khan:
Transformer Network for Multi-Person Tracking and Re-Identification in Unconstrained Environment. CoRR abs/2312.11929 (2023) - 2020
- [i3]Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Sheraz Ahmed, Waqar Mahmood, Andreas Dengel:
Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification. CoRR abs/2003.01345 (2020) - [i2]Faiza Memood, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Rehab Shehzadi, Muhammad Nabeel Asim:
A Precisely Xtreme-Multi Channel Hybrid Approach For Roman Urdu Sentiment Analysis. CoRR abs/2003.05443 (2020) - 2019
- [i1]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust Hybrid Approach for Textual Document Classification. CoRR abs/1909.05478 (2019)
Coauthor Index
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