Muhammad Usman Ghani Khan

Orcid: 0000-0001-6733-2569

Affiliations:
  • University of Engineering and Technology, Department of Computer Science and Engineering, Lahore, Pakistan


According to our database1, Muhammad Usman Ghani Khan authored at least 83 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Passion-Net: a robust precise and explainable predictor for hate speech detection in Roman Urdu text.
Neural Comput. Appl., February, 2024

Predicting humans future motion trajectories in video streams using generative adversarial network.
Multim. Tools Appl., February, 2024

CMOT: A cross-modality transformer for RGB-D fusion in person re-identification with online learning capabilities.
Knowl. Based Syst., January, 2024

2023
Deep ensemble approach for pathogen classification in large-scale images using patch-based training and hyper-parameter optimization.
BMC Bioinform., December, 2023

STMMOT: Advancing multi-object tracking through spatiotemporal memory networks and multi-scale attention pyramids.
Neural Networks, November, 2023

EnML: Multi-label Ensemble Learning for Urdu Text Classification.
ACM Trans. Asian Low Resour. Lang. Inf. Process., September, 2023

Transformer Network for Multi-Person Tracking and Re-Identification in Unconstrained Environment.
CoRR, 2023

Visual Fall Detection From Activities of Daily Living for Assistive Living.
IEEE Access, 2023

Intelligent Urban Cities: Optimal Path Selection Based on Ad Hoc Network.
IEEE Access, 2023

Collaborative Traffic Signal Automation Using Deep Q-Learning.
IEEE Access, 2023

Neural Attention Model for Abstractive Text Summarization Using Linguistic Feature Space.
IEEE Access, 2023

Wheat Disease Classification Using Continual Learning.
IEEE Access, 2023

2022
The utility of datasets in crowd modelling and analysis: a survey.
Multim. Tools Appl., 2022

Intelligent Traffic Signal Automation Based on Computer Vision Techniques Using Deep Learning.
IT Prof., 2022

VCFN: Virtual Cloth Fitting Try-On Network.
IT Prof., 2022

Classification of human's activities from gesture recognition in live videos using deep learning.
Concurr. Comput. Pract. Exp., 2022

Multi-label classification of Alzheimer's disease stages from resting-state fMRI-based correlation connectivity data and deep learning.
Comput. Biol. Medicine, 2022

Adversarial Training for Fake News Classification.
IEEE Access, 2022

Scene Graph Generation With Structured Aspect of Segmenting the Big Distributed Clusters.
IEEE Access, 2022

2021
Acral melanoma detection using dermoscopic images and convolutional neural networks.
Vis. Comput. Ind. Biomed. Art, 2021

Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification.
Neural Comput. Appl., 2021

Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification.
Neural Comput. Appl., 2021

A deep multimodal system for provenance filtering with universal forgery detection and localization.
Multim. Tools Appl., 2021

GHS-NET a generic hybridized shallow neural network for multi-label biomedical text classification.
J. Biomed. Informatics, 2021

Deep Ensemble Model for Classification of Novel Coronavirus in Chest X-Ray Images.
Comput. Intell. Neurosci., 2021

Deep learning model for distinguishing novel coronavirus from other chest related infections in X-ray images.
Comput. Biol. Medicine, 2021

Hot-Spot Zone Detection to Tackle Covid19 Spread by Fusing the Traditional Machine Learning and Deep Learning Approaches of Computer Vision.
IEEE Access, 2021

A Realistic Image Generation of Face From Text Description Using the Fully Trained Generative Adversarial Networks.
IEEE Access, 2021

Scene Recognition by Joint Learning of DNN from Bag of Visual Words and Convolutional DCT Features.
Appl. Artif. Intell., 2021

Supervised Neural Network for Offline Forgery Detection of Handwritten Signature.
Proceedings of the 18th International Conference on Electrical Engineering, 2021

2020
Egocentric visual scene description based on human-object interaction and deep spatial relations among objects.
Multim. Tools Appl., 2020

A survey on analysis of human faces and facial expressions datasets.
Int. J. Mach. Learn. Cybern., 2020

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., 2020

Deep learning and blockchain fusion for detecting driver's behavior in smart vehicles.
Internet Technol. Lett., 2020

Toward Generating Human-Centered Video Annotations.
Circuits Syst. Signal Process., 2020

A Precisely Xtreme-Multi Channel Hybrid Approach For Roman Urdu Sentiment Analysis.
CoRR, 2020

Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification.
CoRR, 2020

Corrigendum to "Performance optimization of IoT based biological systems using deep learning" [Computer Communications 155 (2020) 24-31].
Comput. Commun., 2020

Performance optimization of IoT based biological systems using deep learning.
Comput. Commun., 2020

Blockchain-enabled deep semantic video-to-video summarization for IoT devices.
Comput. Electr. Eng., 2020

Volumetric Segmentation of Brain Regions From MRI Scans Using 3D Convolutional Neural Networks.
IEEE Access, 2020

A Precisely Xtreme-Multi Channel Hybrid Approach for Roman Urdu Sentiment Analysis.
IEEE Access, 2020

Reducing Congestion in an Intelligent Traffic System With Collaborative and Adaptive Signaling on the Edge.
IEEE Access, 2020

2019
Soft Computing-Based EEG Classification by Optimal Feature Selection and Neural Networks.
IEEE Trans. Ind. Informatics, 2019

Lexical paraphrasing and pseudo relevance feedback for biomedical document retrieval.
Multim. Tools Appl., 2019

Human activity recognition using mixture of heterogeneous features and sequential minimal optimization.
Int. J. Mach. Learn. Cybern., 2019

Multi-label biomedical question classification for lexical answer type prediction.
J. Biomed. Informatics, 2019

Evaluating Near-Field Communication tag security for identity theft prevention.
Internet Technol. Lett., 2019

Geometric positions and optical flow based emotion detection using MLP and reduced dimensions.
IET Image Process., 2019

Multiclass EEG motor-imagery classification with sub-band common spatial patterns.
EURASIP J. Wirel. Commun. Netw., 2019

Stateful human-centered visual captioning system to aid video surveillance.
Comput. Electr. Eng., 2019

Multi-Label Question Classification for Factoid and List Type Questions in Biomedical Question Answering.
IEEE Access, 2019

Deep Unified Model For Face Recognition Based on Convolution Neural Network and Edge Computing.
IEEE Access, 2019

ASoVS: Abstractive Summarization of Video Sequences.
IEEE Access, 2019

The Use of Ontology in Retrieval: A Study on Textual, Multilingual, and Multimedia Retrieval.
IEEE Access, 2019

Two Stream Deep Network for Document Image Classification.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

A Robust Hybrid Approach for Textual Document Classification.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Categorization of Crowd Varieties using Deep Concurrent Convolution Neural Network.
Proceedings of the 2nd International Conference on Advancements in Computational Sciences, 2019

Scene Recognition of Surveillance Data using Deep Features and Supervised Classifiers.
Proceedings of the 2nd International Conference on Advancements in Computational Sciences, 2019

Weather Classification on Roads for Drivers Assistance using Deep Transferred Features.
Proceedings of the International Conference on Frontiers of Information Technology, 2019

2018
Video Retrieval System for Meniscal Surgery to Improve Health Care Services.
J. Sensors, 2018

A survey of ontology learning techniques and applications.
Database J. Biol. Databases Curation, 2018

Improved biomedical term selection in pseudo relevance feedback.
Database J. Biol. Databases Curation, 2018

A survey on Urdu and Urdu like language stemmers and stemming techniques.
Artif. Intell. Rev., 2018

Natural Language Description of Video Streams Using Task-Specific Feature Encoding.
IEEE Access, 2018

Dynamic Testing of C Program Interfaces Based on FSM Modeling.
Proceedings of the 2018 International Conference on Frontiers of Information Technology, 2018

2017
Generating natural language tags for video information management.
Mach. Vis. Appl., 2017

Technologies and challenges in developing Machine-to-Machine applications: A survey.
J. Netw. Comput. Appl., 2017

Medical Image Colorization for Better Visualization and Segmentation.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Human, Object and Scene Centric Image Retrieval Engine to Enhance Image Management.
Proceedings of the 2017 International Conference on Frontiers of Information Technology, 2017

2016
Application of intelligent agents in health-care: review.
Artif. Intell. Rev., 2016

The University of Sheffield and University of Engineering & Technology, Lahore at TRECVID 2016: Video to Text Description Task.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

2015
A framework for creating natural language descriptions of video streams.
Inf. Sci., 2015

University of Engineering & Technology, Lahore / The University of Sheffield at TRECVID 2015: Instance Search.
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

2014
The University of Sheffield and University of Engineering & Technology, Lahore at TECVID 2014: Instance Search Task.
Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

2013
The University of Sheffield , Harbin University and University of Engineering & Technology, Lahore at TRECVID 2013: Instance Search & Semantic Indexing.
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

2012
Natural language descriptions for video streams.
PhD thesis, 2012

The University of Sheffield and Harbin Engineering University at TRECVID 2012: Instance Search.
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Generating coherent natural language annotations for video streams.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Natural Language Descriptions of Visual Scenes Corpus Generation and Analysis.
Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation HyTra@EACL 2012, 2012

2011
Video scene classification based on natural language description.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Human Focused Video Description.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Towards coherent natural language description of video streams.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011


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