OOIR: Observatory of International Research

Papers

(The H4-Index of Multimedia Tools and Applications is 58. 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 2020-05-01 to 2024-05-01.)

Article	Citations
A review on genetic algorithm: past, present, and future	1828
Natural language processing: state of the art, current trends and challenges	305
FakeBERT: Fake news detection in social media with a BERT-based deep learning approach	264
PSNR vs SSIM: imperceptibility quality assessment for image steganography	260
Object detection using YOLO: challenges, architectural successors, datasets and applications	243
Vision-based human activity recognition: a survey	237
A review of object detection based on deep learning	230
Face mask detection using YOLOv3 and faster R-CNN models: COVID-19 environment	172
A review on extreme learning machine	160
CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks	140
A data aggregation based approach to exploit dynamic spatio-temporal correlations for citywide crowd flows prediction in fog computing	133
Automatic speech recognition: a survey	131
A multi-class skin Cancer classification using deep convolutional neural networks	129
2D object recognition: a comparative analysis of SIFT, SURF and ORB feature descriptors	128
Multi-class brain tumor classification using residual network and global average pooling	123
Medical image analysis based on deep learning approach	115
An image encryption scheme based on a hybrid model of DNA computing, chaotic systems and hash functions	105
Fine-grained vehicle type classification using lightweight convolutional neural network with feature optimization and joint learning strategy	94
Spoofing detection system for e-health digital twin using EfficientNet Convolution Neural Network	93
CNN based feature extraction and classification for sign language	89
Deep learning-based late fusion of multimodal information for emotion classification of music video	86
Diabetic retinopathy detection and stage classification in eye fundus images using active deep learning	84
Apple leaf disease recognition method with improved residual network	80
Machine learning-based EEG signals classification model for epileptic seizure detection	78
Adaptive machine learning classification for diabetic retinopathy	78

A novel method of S-box design based on discrete chaotic maps and cuckoo search algorithm	77
Automatic human posture estimation for sport activity recognition with robust body parts detection and entropy markov model	76
An efficient IoT based smart farming system using machine learning algorithms	75
TARDB-Net: triple-attention guided residual dense and BiLSTM networks for hyperspectral image classification	75
OPBS-SSHC: outline preservation based segmentation and search based hybrid classification techniques for liver tumor detection	75
A new image encryption scheme based on hybrid chaotic maps	73
EnsemConvNet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications	73
Opposition grasshopper optimizer based multimedia data distribution using user evaluation strategy	73
A deep feature-based real-time system for Alzheimer disease stage detection	72
Generating logistic chaotic sequence using geometric pattern to decompose and recombine the pixel values	72
A survey on brain tumor detection techniques for MR images	70
ASL-3DCNN: American sign language recognition technique using 3-D convolutional neural networks	69
A novel hyper-chaotic image encryption scheme based on quantum genetic algorithm and compressive sensing	68
Image encryption based on a combination of multiple chaotic maps	67
Real time object detection and trackingsystem for video surveillance system	66
A fuzzy based ROI selection for encryption and watermarking in medical image using DWT and SVD	66
Traffic sign recognition based on deep learning	66
MOTF: Multi-objective Optimal Trilateral Filtering based partial moving frame algorithm for image denoising	65
CE-FPN: enhancing channel information for object detection	65
A color image encryption technique using block scrambling and chaos	65
VGG-ICNN: A Lightweight CNN model for crop disease identification	65
RNN / LSTM with modified Adam optimizer in deep learning approach for automobile spare parts demand forecasting	64
Classical and modern face recognition approaches: a complete review	64
A new efficient medical image cipher based on hybrid chaotic map and DNA code	64
An improved artificial bee colony algorithm based on whale optimization algorithm for data clustering	64
Single image 3D object reconstruction based on deep learning: A review	63
Identifying plant diseases using deep transfer learning and enhanced lightweight network	61
An improved cuckoo search optimization algorithm with genetic algorithm for community detection in complex networks	61
Tea leaf disease detection using multi-objective image segmentation	60
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4	59
The image annotation algorithm using convolutional features from intermediate layer of deep learning	59
Bottom-up broadcast neural network for music genre classification	58
A review on face recognition systems: recent approaches and challenges	58
A Computationally Efficient and Scalable Key Management Scheme for Access Control of Media Delivery in Digital Pay-TV Systems	58
A resource conscious human action recognition framework using 26-layered deep convolutional neural network	58