Irfan Mehmood

Orcid: 0000-0001-7864-957X

According to our database1, Irfan Mehmood authored at least 89 papers between 2010 and 2024.

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Bibliography

2024
Correction to: A deep learning-based framework for accurate identification and crop estimation of olive trees.
J. Supercomput., May, 2024

Federated Deep Learning for Wireless Capsule Endoscopy Analysis: Enabling Collaboration Across Multiple Data Centers for Robust Learning of Diverse Pathologies.
Future Gener. Comput. Syst., March, 2024

2023
Role of deep learning models and analytics in industrial multimedia environment.
Multim. Syst., June, 2023

Machine learning based small bowel video capsule endoscopy analysis: Challenges and opportunities.
Future Gener. Comput. Syst., June, 2023

A Meta-Heuristic Optimization Based Less Imperceptible Adversarial Attack on Gait Based Surveillance Systems.
J. Signal Process. Syst., March, 2023

A deep learning-based framework for accurate identification and crop estimation of olive trees.
J. Supercomput., 2023

2022
Analyzing the Stock Exchange Markets of EU Nations: A Case Study of Brexit Social Media Sentiment.
Syst., 2022

2021
A Study of Deep Learning-Based Face Recognition Models for Sibling Identification.
Sensors, 2021

A deep feature-based real-time system for Alzheimer disease stage detection.
Multim. Tools Appl., 2021

Quantum-Inspired Blockchain-Based Cybersecurity: Securing Smart Edge Utilities in IoT-Based Smart Cities.
Inf. Process. Manag., 2021

Alzheimer Disease Detection Techniques and Methods: A Review.
Int. J. Interact. Multim. Artif. Intell., 2021

A Smart Surveillance System for Uncooperative Gait Recognition Using Cycle Consistent Generative Adversarial Networks (CCGANs).
Comput. Intell. Neurosci., 2021

An Efficient Gait Recognition Method for Known and Unknown Covariate Conditions.
IEEE Access, 2021

Deep YOLO-Based Detection of Breast Cancer Mitotic-Cells in Histopathological Images.
Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2021

Automated Gland Detection in Colorectal Histopathological Images.
Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2021

Learning Transferable Features for Diagnosis of Breast Cancer from Histopathological Images.
Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2021

2020
Edge Intelligence-Assisted Smoke Detection in Foggy Surveillance Environments.
IEEE Trans. Ind. Informatics, 2020

UAV based wilt detection system via convolutional neural networks.
Sustain. Comput. Informatics Syst., 2020

Geo-Social Top-k and Skyline Keyword Queries on Road Networks.
Sensors, 2020

Mobility Enabled Security for Optimizing IoT based Intelligent Applications.
IEEE Netw., 2020

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

A local and global event sentiment based efficient stock exchange forecasting using deep learning.
Int. J. Inf. Manag., 2020

Towards smarter cities: Learning from Internet of Multimedia Things-generated big data.
Future Gener. Comput. Syst., 2020

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

Cerebral micro-bleeding identification based on a nine-layer convolutional neural network with stochastic pooling.
Concurr. Comput. Pract. Exp., 2020

A Spectrogram-Based Deep Feature Assisted Computer-Aided Diagnostic System for Parkinson's Disease.
IEEE Access, 2020

A New Chaotic Map With Dynamic Analysis and Encryption Application in Internet of Health Things.
IEEE Access, 2020

Region-of-Interest Based Transfer Learning Assisted Framework for Skin Cancer Detection.
IEEE Access, 2020

Cast Shadow Generation Using Generative Adversarial Networks.
Proceedings of the Computational Science - ICCS 2020, 2020

Detection of Speech Impairments in Parkinson Disease Using Handcrafted Feature-Based Model on Spanish Speech Corpus.
Proceedings of the Frontiers of Computer Vision - 26th International Workshop, 2020

2019
Transfer Learning Assisted Classification and Detection of Alzheimer's Disease Stages Using 3D MRI Scans.
Sensors, 2019

An IoT based efficient hybrid recommender system for cardiovascular disease.
Peer-to-Peer Netw. Appl., 2019

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

Social media signal detection using tweets volume, hashtag, and sentiment analysis.
Multim. Tools Appl., 2019

An efficient computerized decision support system for the analysis and 3D visualization of brain tumor.
Multim. Tools Appl., 2019

Efficient Image Recognition and Retrieval on IoT-Assisted Energy-Constrained Platforms From Big Data Repositories.
IEEE Internet Things J., 2019

Mobile cloud-assisted paradigms for management of multimedia big data in healthcare systems: Research challenges and opportunities.
Int. J. Inf. Manag., 2019

Multiobjective feature selection for microarray data via distributed parallel algorithms.
Future Gener. Comput. Syst., 2019

Expert ranking techniques for online rated forums.
Comput. Hum. Behav., 2019

IEEE Access Special Section Editorial: Multimedia Analysis for Internet-of-Things.
IEEE Access, 2019

Kernel Context Recommender System (KCR): A Scalable Context-Aware Recommender System Algorithm.
IEEE Access, 2019

A Data Augmentation-Based Framework to Handle Class Imbalance Problem for Alzheimer's Stage Detection.
IEEE Access, 2019

Real-Time Video Dehazing for Industrial Image Processing.
Proceedings of the 13th International Conference on Software, 2019

An Efficient Cryptosystem based on the Logistic-Chebyshev Map.
Proceedings of the 13th International Conference on Software, 2019

A Segmentation-Less Efficient Alzheimer Detection Approach Using Hybrid Image Features.
Proceedings of the Handbook of Multimedia Information Security: Techniques and Applications., 2019

2018
Clustering algorithm for internet of vehicles (IoV) based on dragonfly optimizer (CAVDO).
J. Supercomput., 2018

Energy Aware Cluster-Based Routing in Flying Ad-Hoc Networks.
Sensors, 2018

A review on automated diagnosis of malaria parasite in microscopic blood smears images.
Multim. Tools Appl., 2018

A Route Optimized Distributed IP-Based Mobility Management Protocol for Seamless Handoff across Wireless Mesh Networks.
Mob. Networks Appl., 2018

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

Image steganography using uncorrelated color space and its application for security of visual contents in online social networks.
Future Gener. Comput. Syst., 2018

Multi-scale contrast and relative motion-based key frame extraction.
EURASIP J. Image Video Process., 2018

Facial appearance and texture feature-based robust facial expression recognition framework for sentiment knowledge discovery.
Clust. Comput., 2018

Utilizing text recognition for the defects extraction in sewers CCTV inspection videos.
Comput. Ind., 2018

Visual features based boosted classification of weeds for real-time selective herbicide sprayer systems.
Comput. Ind., 2018

Machine learning-assisted signature and heuristic-based detection of malwares in Android devices.
Comput. Electr. Eng., 2018

Grey wolf optimization based clustering algorithm for vehicular ad-hoc networks.
Comput. Electr. Eng., 2018

Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI.
Comput. Electr. Eng., 2018

Convolutional Neural Networks Based Fire Detection in Surveillance Videos.
IEEE Access, 2018

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

2017
Mobile-cloud assisted framework for selective encryption of medical images with steganography for resource-constrained devices.
Multim. Tools Appl., 2017

Analysis of interaction trace maps for active authentication on smart devices.
Multim. Tools Appl., 2017

Efficient object-based surveillance image search using spatial pooling of convolutional features.
J. Vis. Commun. Image Represent., 2017

Saliency-weighted graphs for efficient visual content description and their applications in real-time image retrieval systems.
J. Real Time Image Process., 2017

Embedded deep vision in smart cameras for multi-view objects representation and retrieval.
Comput. Electr. Eng., 2017

Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities.
IEEE Access, 2017

Let the deaf understand: Mainstreaming the marginalized in context with personalized digital media services and social needs.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

Ligature Analysis-based Urdu OCR Framework.
Proceedings of the 2017 International Conference on Frontiers of Information Technology, 2017

2016
Basis pursuit denoising-based image superresolution using a redundant set of atoms.
Signal Image Video Process., 2016

A novel magic LSB substitution method (M-LSB-SM) using multi-level encryption and achromatic component of an image.
Multim. Tools Appl., 2016

Divide-and-conquer based summarization framework for extracting affective video content.
Neurocomputing, 2016

Computer Aided System for Leukocytes Classification and Segmentation in Blood Smear Images.
Proceedings of the International Conference on Frontiers of Information Technology, 2016

2015
Digital image super-resolution using adaptive interpolation based on Gaussian function.
Multim. Tools Appl., 2015

Image super-resolution using sparse coding over redundant dictionary based on effective image representations.
J. Vis. Commun. Image Represent., 2015

Saliency-directed prioritization of visual data in wireless surveillance networks.
Inf. Fusion, 2015

Ontology-based Secure Retrieval of Semantically Significant Visual Contents.
CoRR, 2015

Describing Colors, Textures and Shapes for Content Based Image Retrieval - A Survey.
CoRR, 2015

SSH: Salient Structures Histogram for Content Based Image Retrieval.
Proceedings of the 18th International Conference on Network-Based Information Systems, 2015

2014
Sparse Representations-Based Super-Resolution of Key-Frames Extracted from Frames-Sequences Generated by a Visual Sensor Network.
Sensors, 2014

Mobile-Cloud Assisted Video Summarization Framework for Efficient Management of Remote Sensing Data Generated by Wireless Capsule Sensors.
Sensors, 2014

Erratum to: Video Summarization Based Tele-endoscopy: A Service to Efficiently Manage Visual Data Generated During Wireless Capsule Endoscopy Procedure.
J. Medical Syst., 2014

Video summarization based tele-endoscopy: a service to efficiently manage visual data generated during wireless capsule endoscopy procedure.
J. Medical Syst., 2014

Feature aggregation based visual attention model for video summarization.
Comput. Electr. Eng., 2014

2013
Efficient visual attention based framework for extracting key frames from videos.
Signal Process. Image Commun., 2013

Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation.
Comput. Biol. Medicine, 2013

2012
Anisotropic Diffusion based Brain MRI Segmentation and 3D Reconstruction.
Int. J. Comput. Intell. Syst., 2012

Multi-scale Information Maximization Based Visual Attention Modeling for Video Summarization.
Proceedings of the Sixth International Conference on Next Generation Mobile Applications, 2012

Automatic Segmentation of Region of Interests in MR Images Using Saliency Information and Active Contours.
Proceedings of the International Conference on IT Convergence and Security, 2012

2010
Bayesian Classification Using DCT Features for Brain Tumor Detection.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010


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