Khan Muhammad

According to our database1, Khan Muhammad authored at least 141 papers between 2015 and 2021.

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



In proceedings 
PhD thesis 




Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey.
IEEE Trans. Neural Networks Learn. Syst., 2021

An Efficient and Scalable Simulation Model for Autonomous Vehicles With Economical Hardware.
IEEE Trans. Intell. Transp. Syst., 2021

Weighted LIC-Based Structure Tensor With Application to Image Content Perception and Processing.
IEEE Trans. Ind. Informatics, 2021

DWFCAT: Dual Watermarking Framework for Industrial Image Authentication and Tamper Localization.
IEEE Trans. Ind. Informatics, 2021

INDFORG: Industrial Forgery Detection Using Automatic Rotation Angle Detection and Correction.
IEEE Trans. Ind. Informatics, 2021

An Adaptive Game-Based Learning Strategy for Children Road Safety Education and Practice in Virtual Space.
Sensors, 2021

An overview and evaluation of citation recommendation models.
Scientometrics, 2021

A comprehensive survey of multi-view video summarization.
Pattern Recognit., 2021

Advanced deep learning methods for biomedical information analysis: An editorial.
Neural Networks, 2021

Efficient and Privacy Preserving Video Transmission in 5G-Enabled IoT Surveillance Networks: Current Challenges and Future Directions.
IEEE Netw., 2021

Emerging Drone Trends for Blockchain-Based 5G Networks: Open Issues and Future Perspectives.
IEEE Netw., 2021

Fuzzy-aided solution for out-of-view challenge in visual tracking under IoT-assisted complex environment.
Neural Comput. Appl., 2021

CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks.
Multim. Tools Appl., 2021

Chaotic random spare ant colony optimization for multi-threshold image segmentation of 2D Kapur entropy.
Knowl. Based Syst., 2021

An Open IoHT-Based Deep Learning Framework for Online Medical Image Recognition.
IEEE J. Sel. Areas Commun., 2021

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

Toward 6G Architecture for Energy-Efficient Communication in IoT-Enabled Smart Automation Systems.
IEEE Internet Things J., 2021

Industrial Internet-of-Things Security Enhanced With Deep Learning Approaches for Smart Cities.
IEEE Internet Things J., 2021

Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments.
IEEE Internet Things J., 2021

An Efficient Deep Learning Framework for Intelligent Energy Management in IoT Networks.
IEEE Internet Things J., 2021

Conflux LSTMs Network: A Novel Approach for Multi-View Action Recognition.
Neurocomputing, 2021

Mapping Allochemical Limestone Formations in Hazara, Pakistan Using Google Cloud Architecture: Application of Machine-Learning Algorithms on Multispectral Data.
ISPRS Int. J. Geo Inf., 2021

Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation.
Expert Syst. Appl., 2021

Densely Deformable Efficient Salient Object Detection Network.
CoRR, 2021

A weighted multi-feature transfer learning framework for intelligent medical decision making.
Appl. Soft Comput., 2021

Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications.
Appl. Soft Comput., 2021

Federated learning for COVID-19 screening from Chest X-ray images.
Appl. Soft Comput., 2021

SARA: A memetic algorithm for high-dimensional biomedical data.
Appl. Soft Comput., 2021

Global Citation Recommendation employing Multi-view Heterogeneous Network Embedding.
Proceedings of the 55th Annual Conference on Information Sciences and Systems, 2021

A Comparative Analysis of Efficient CNN-based Brain Tumor Classification Models.
Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021

Secure Automated Forensic Investigation for Sustainable Critical Infrastructures Compliant with Green Computing Requirements.
IEEE Trans. Sustain. Comput., 2020

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

DeepReS: A Deep Learning-Based Video Summarization Strategy for Resource-Constrained Industrial Surveillance Scenarios.
IEEE Trans. Ind. Informatics, 2020

Cloud-Assisted Multiview Video Summarization Using CNN and Bidirectional LSTM.
IEEE Trans. Ind. Informatics, 2020

Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT.
IEEE Trans. Ind. Informatics, 2020

Multiobjective 3-D Topology Optimization of Next-Generation Wireless Data Center Network.
IEEE Trans. Ind. Informatics, 2020

Combining Multiple Biometric Traits Using Asymmetric Aggregation Operators for Improved Person Recognition.
Symmetry, 2020

Quantum-enhanced multiobjective large-scale optimization via parallelism.
Swarm Evol. Comput., 2020

Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data.
Sensors, 2020

Efficient CNN based summarization of surveillance videos for resource-constrained devices.
Pattern Recognit. Lett., 2020

A dimension-reduction based multilayer perception method for supporting the medical decision making.
Pattern Recognit. Lett., 2020

Three-dimensional reconstruction of CT image features based on multi-threaded deep learning calculation.
Pattern Recognit. Lett., 2020

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

Energy-Efficient Monitoring of Fire Scenes for Intelligent Networks.
IEEE Netw., 2020

Alcoholism identification via convolutional neural network based on parametric ReLU, dropout, and batch normalization.
Neural Comput. Appl., 2020

Adaptive Enhancement Method for Multimode Remote Sensing Image Based on LiDAR.
Mob. Networks Appl., 2020

Human Behavior Understanding in Big Multimedia Data Using CNN based Facial Expression Recognition.
Mob. Networks Appl., 2020

Paper recommendation based on heterogeneous network embedding.
Knowl. Based Syst., 2020

A privacy-preserving cryptosystem for IoT E-healthcare.
Inf. Sci., 2020

Cost-Effective Video Summarization Using Deep CNN With Hierarchical Weighted Fusion for IoT Surveillance Networks.
IEEE Internet Things J., 2020

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

Raspberry Pi assisted face recognition framework for enhanced law-enforcement services in smart cities.
Future Gener. Comput. Syst., 2020

Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges.
Future Gener. Comput. Syst., 2020

Characterizing Complexity and Self-Similarity Based on Fractal and Entropy Analyses for Stock Market Forecast Modelling.
Expert Syst. Appl., 2020

Deep learning in citation recommendation models survey.
Expert Syst. Appl., 2020

Convergence of deep machine learning and parallel computing environment for bio-engineering applications.
Concurr. Comput. Pract. Exp., 2020

Reversible data hiding exploiting Huffman encoding with dual images for IoMT based healthcare.
Comput. Commun., 2020

A critical literature survey and prospects on tampering and anomaly detection in image data.
Appl. Soft Comput., 2020

Event-Oriented 3D Convolutional Features Selection and Hash Codes Generation Using PCA for Video Retrieval.
IEEE Access, 2020

Prioritization and Alert Fusion in Distributed IoT Sensors Using Kademlia Based Distributed Hash Tables.
IEEE Access, 2020

Predicting Calorific Value of Thar Lignite Deposit: A Comparison between Back-propagation Neural Networks (BPNN), Gradient Boosting Trees (GBT), and Multiple Linear Regression (MLR).
Appl. Artif. Intell., 2020

One-Shot Learning for Surveillance Anomaly Recognition using Siamese 3D CNN.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Efficient Deep CNN-Based Fire Detection and Localization in Video Surveillance Applications.
IEEE Trans. Syst. Man Cybern. Syst., 2019

Robust Image Hashing Based Efficient Authentication for Smart Industrial Environment.
IEEE Trans. Ind. Informatics, 2019

Efficient Fire Detection for Uncertain Surveillance Environment.
IEEE Trans. Ind. Informatics, 2019

Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM.
IEEE Trans. Ind. Electron., 2019

Analysis of high-dimensional biomedical data using an evolutionary multi-objective emperor penguin optimizer.
Swarm Evol. Comput., 2019

Violence Detection Using Spatiotemporal Features with 3D Convolutional Neural Network.
Sensors, 2019

Adaptive Node Clustering Technique for Smart Ocean under Water Sensor Network (SOSNET).
Sensors, 2019

CNN-based anti-spoofing two-tier multi-factor authentication system.
Pattern Recognit. Lett., 2019

Lip biometric template security framework using spatial steganography.
Pattern Recognit. Lett., 2019

Image based fruit category classification by 13-layer deep convolutional neural network and data augmentation.
Multim. Tools Appl., 2019

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

Deep features-based speech emotion recognition for smart affective services.
Multim. Tools Appl., 2019

Five-category classification of pathological brain images based on deep stacked sparse autoencoder.
Multim. Tools Appl., 2019

Partially shaded sketch-based image search in real mobile device environments via sketch-oriented compact neural codes.
J. Real Time Image Process., 2019

Fog computing enabled cost-effective distributed summarization of surveillance videos for smart cities.
J. Parallel Distributed Comput., 2019

Multi-grade brain tumor classification using deep CNN with extensive data augmentation.
J. Comput. Sci., 2019

The impact of the hybrid platform of internet of things and cloud computing on healthcare systems: opportunities, challenges, and open problems.
J. Ambient Intell. Humaniz. Comput., 2019

Raspberry Pi assisted facial expression recognition framework for smart security in law-enforcement services.
Inf. Sci., 2019

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

Energy-Efficient Deep CNN for Smoke Detection in Foggy IoT Environment.
IEEE Internet Things J., 2019

A reversible and secure patient information hiding system for IoT driven e-health.
Int. J. Inf. Manag., 2019

Internet of Medical Things-based decision system for automated classification of Alzheimer's using three-dimensional views of magnetic resonance imaging scans.
Int. J. Distributed Sens. Networks, 2019

Movie scene segmentation using object detection and set theory.
Int. J. Distributed Sens. Networks, 2019

Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments.
Future Gener. Comput. Syst., 2019

Elastic and cost-effective data carrier architecture for smart contract in blockchain.
Future Gener. Comput. Syst., 2019

Dual watermarking framework for privacy protection and content authentication of multimedia.
Future Gener. Comput. Syst., 2019

Hiding medical information in brain MR images without affecting accuracy of classifying pathological brain.
Future Gener. Comput. Syst., 2019

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

Scale Aware Deep Pedestrian Detection.
Trans. Emerg. Telecommun. Technol., 2019

Personalized Movie Summarization Using Deep CNN-Assisted Facial Expression Recognition.
Complex., 2019

Intelligent and Energy-Efficient Data Prioritization in Green Smart Cities: Current Challenges and Future Directions.
IEEE Commun. Mag., 2019

Analysis of high-dimensional genomic data employing a novel bio-inspired algorithm.
Appl. Soft Comput., 2019

Secure data transmission framework for confidentiality in IoTs.
Ad Hoc Networks, 2019

GAN-Based Semi-Supervised Learning Approach for Clinical Decision Support in Health-IoT Platform.
IEEE Access, 2019

Facilitating mmWave Mesh Reliability in PPDR Scenarios Utilizing Artificial Intelligence.
IEEE Access, 2019

Joint Data Hiding and Compression Scheme Based on Modified BTC and Image Inpainting.
IEEE Access, 2019

DeepStar: Detecting Starring Characters in Movies.
IEEE Access, 2019

Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Secure Surveillance Framework for IoT Systems Using Probabilistic Image Encryption.
IEEE Trans. Ind. Informatics, 2018

Efficient Conversion of Deep Features to Compact Binary Codes Using Fourier Decomposition for Multimedia Big Data.
IEEE Trans. Ind. Informatics, 2018

Twelve-layer deep convolutional neural network with stochastic pooling for tea category classification on GPU platform.
Multim. Tools Appl., 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

Visual attention feature (VAF) : A novel strategy for visual tracking based on cloud platform in intelligent surveillance systems.
J. Parallel Distributed Comput., 2018

Medical Image Retrieval with Compact Binary Codes Generated in Frequency Domain Using Highly Reactive Convolutional Features.
J. Medical Syst., 2018

Early fire detection using convolutional neural networks during surveillance for effective disaster management.
Neurocomputing, 2018

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

A hybrid model of Internet of Things and cloud computing to manage big data in health services applications.
Future Gener. Comput. Syst., 2018

Object-oriented convolutional features for fine-grained image retrieval in large surveillance datasets.
Future Gener. Comput. Syst., 2018

Identification of Alcoholism Based on Wavelet Renyi Entropy and Three-Segment Encoded Jaya Algorithm.
Complex., 2018

Privacy-preserving image retrieval for mobile devices with deep features on the cloud.
Comput. Commun., 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

Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features.
IEEE Access, 2018

Secure and Robust Fragile Watermarking Scheme for Medical Images.
IEEE Access, 2018

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

Object Tracking in Vary Lighting Conditions for Fog Based Intelligent Surveillance of Public Spaces.
IEEE Access, 2018

Hash Based Encryption for Keyframes of Diagnostic Hysteroscopy.
IEEE Access, 2018

Secure video summarization framework for personalized wireless capsule endoscopy.
Pervasive Mob. Comput., 2017

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

CISSKA-LSB: color image steganography using stego key-directed adaptive LSB substitution method.
Multim. Tools Appl., 2017

Image steganography for authenticity of visual contents in social networks.
Multim. Tools Appl., 2017

Endoscopic Image Classification and Retrieval using Clustered Convolutional Features.
J. Medical Syst., 2017

Efficient visual attention driven framework for key frames extraction from hysteroscopy videos.
Biomed. Signal Process. Control., 2017

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

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

Dual-Level Security based Cyclic18 Steganographic Method and its Application for Secure Transmission of Keyframes during Wireless Capsule Endoscopy.
J. Medical Syst., 2016

Exploiting angular profiles signature for shape-based image classification and retrieval.
Int. J. Appl. Pattern Recognit., 2016

A New Image Steganographic Technique using Pattern based Bits Shuffling and Magic LSB for Grayscale Images.
CoRR, 2016

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

A Secure Method for Color Image Steganography using Gray-Level Modification and Multi-level Encryption.
KSII Trans. Internet Inf. Syst., 2015

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

An Adaptive Secret Key-directed Cryptographic Scheme for Secure Transmission in Wireless Sensor Networks.
CoRR, 2015

Secure Image Steganography using Cryptography and Image Transposition.
CoRR, 2015

A Secure Cyclic Steganographic Technique for Color Images using Randomization.
CoRR, 2015

A Novel Image Steganographic Approach for Hiding Text in Color Images using HSI Color Model.
CoRR, 2015

Steganography: A Secure way for Transmission in Wireless Sensor Networks.
CoRR, 2015