Multimedia Tools and Applications

Papers
(The H4-Index of Multimedia Tools and Applications is 54. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-02-01 to 2024-02-01.)
ArticleCitations
A review on genetic algorithm: past, present, and future1561
FakeBERT: Fake news detection in social media with a BERT-based deep learning approach236
PSNR vs SSIM: imperceptibility quality assessment for image steganography221
Vision-based human activity recognition: a survey203
Natural language processing: state of the art, current trends and challenges200
A review of object detection based on deep learning199
Face mask detection using YOLOv3 and faster R-CNN models: COVID-19 environment158
Object detection using YOLO: challenges, architectural successors, datasets and applications151
CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks131
A data aggregation based approach to exploit dynamic spatio-temporal correlations for citywide crowd flows prediction in fog computing130
A review on extreme learning machine130
2D object recognition: a comparative analysis of SIFT, SURF and ORB feature descriptors117
Multi-class brain tumor classification using residual network and global average pooling108
A multi-class skin Cancer classification using deep convolutional neural networks108
Automatic speech recognition: a survey105
An image encryption scheme based on a hybrid model of DNA computing, chaotic systems and hash functions98
Medical image analysis based on deep learning approach91
Fine-grained vehicle type classification using lightweight convolutional neural network with feature optimization and joint learning strategy90
Spoofing detection system for e-health digital twin using EfficientNet Convolution Neural Network87
CNN based feature extraction and classification for sign language81
Deep learning-based late fusion of multimodal information for emotion classification of music video79
OPBS-SSHC: outline preservation based segmentation and search based hybrid classification techniques for liver tumor detection75
TARDB-Net: triple-attention guided residual dense and BiLSTM networks for hyperspectral image classification75
Diabetic retinopathy detection and stage classification in eye fundus images using active deep learning73
Opposition grasshopper optimizer based multimedia data distribution using user evaluation strategy73
Generating logistic chaotic sequence using geometric pattern to decompose and recombine the pixel values72
A novel method of S-box design based on discrete chaotic maps and cuckoo search algorithm72
Watermarking techniques for medical data authentication: a survey70
EnsemConvNet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications69
Automatic human posture estimation for sport activity recognition with robust body parts detection and entropy markov model68
Apple leaf disease recognition method with improved residual network66
MOTF: Multi-objective Optimal Trilateral Filtering based partial moving frame algorithm for image denoising65
A fuzzy based ROI selection for encryption and watermarking in medical image using DWT and SVD65
Machine learning-based EEG signals classification model for epileptic seizure detection64
Adaptive machine learning classification for diabetic retinopathy63
A novel hyper-chaotic image encryption scheme based on quantum genetic algorithm and compressive sensing63
An improved artificial bee colony algorithm based on whale optimization algorithm for data clustering62
A new image encryption scheme based on hybrid chaotic maps62
ASL-3DCNN: American sign language recognition technique using 3-D convolutional neural networks60
A survey on brain tumor detection techniques for MR images60
An efficient IoT based smart farming system using machine learning algorithms60
A new chaos based color image encryption algorithm using permutation substitution and Boolean operation59
A deep feature-based real-time system for Alzheimer disease stage detection58
The image annotation algorithm using convolutional features from intermediate layer of deep learning58
Classical and modern face recognition approaches: a complete review58
A new efficient medical image cipher based on hybrid chaotic map and DNA code57
An automated system for cucumber leaf diseased spot detection and classification using improved saliency method and deep features selection56
A Computationally Efficient and Scalable Key Management Scheme for Access Control of Media Delivery in Digital Pay-TV Systems56
RNN / LSTM with modified Adam optimizer in deep learning approach for automobile spare parts demand forecasting55
Medical image watermarking for ownership & tamper detection55
A resource conscious human action recognition framework using 26-layered deep convolutional neural network55
Image encryption based on a combination of multiple chaotic maps54
A hybrid recommendation system based on profile expansion technique to alleviate cold start problem54
Identifying plant diseases using deep transfer learning and enhanced lightweight network54
Bottom-up broadcast neural network for music genre classification54
Real time object detection and trackingsystem for video surveillance system54
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