OOIR: Observatory of International Research

Papers

(The H4-Index of Multimedia Tools and Applications is 56. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Natural language processing: state of the art, current trends and challenges	542
Object detection using YOLO: challenges, architectural successors, datasets and applications	452
PSNR vs SSIM: imperceptibility quality assessment for image steganography	338
FakeBERT: Fake news detection in social media with a BERT-based deep learning approach	320
A review on extreme learning machine	225
Face mask detection using YOLOv3 and faster R-CNN models: COVID-19 environment	183
Automatic speech recognition: a survey	159
2D object recognition: a comparative analysis of SIFT, SURF and ORB feature descriptors	150
A data aggregation based approach to exploit dynamic spatio-temporal correlations for citywide crowd flows prediction in fog computing	142
Multi-class brain tumor classification using residual network and global average pooling	142
Medical image analysis based on deep learning approach	141
Spoofing detection system for e-health digital twin using EfficientNet Convolution Neural Network	101
Diabetic retinopathy detection and stage classification in eye fundus images using active deep learning	99
Apple leaf disease recognition method with improved residual network	96
VGG-ICNN: A Lightweight CNN model for crop disease identification	96
CE-FPN: enhancing channel information for object detection	92
Traffic sign recognition based on deep learning	90
Image encryption based on a combination of multiple chaotic maps	88
RNN / LSTM with modified Adam optimizer in deep learning approach for automobile spare parts demand forecasting	86
ASL-3DCNN: American sign language recognition technique using 3-D convolutional neural networks	85
Machine learning-based EEG signals classification model for epileptic seizure detection	82
Tools, techniques, datasets and application areas for object detection in an image: a review	81
A color image encryption technique using block scrambling and chaos	79
The effect of choosing optimizer algorithms to improve computer vision tasks: a comparative study	78
TARDB-Net: triple-attention guided residual dense and BiLSTM networks for hyperspectral image classification	78

Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4	77
Automatic human posture estimation for sport activity recognition with robust body parts detection and entropy markov model	77
Constructing dynamic strong S-Box using 3D chaotic map and application to image encryption	75
An improved cuckoo search optimization algorithm with genetic algorithm for community detection in complex networks	74
Opposition grasshopper optimizer based multimedia data distribution using user evaluation strategy	73
Machine learning and deep learning approach for medical image analysis: diagnosis to detection	72
Deep learning in wheat diseases classification: A systematic review	71
A comprehensive survey of image segmentation: clustering methods, performance parameters, and benchmark datasets	71
CB-Fake: A multimodal deep learning framework for automatic fake news detection using capsule neural network and BERT	70
Machine learning models for mathematical symbol recognition: A stem to stern literature analysis	69
An intensive healthcare monitoring paradigm by using IoT based machine learning strategies	69
A hybrid GA and PSO optimized approach for heart-disease prediction based on random forest	69
Deep reinforcement learning based control for Autonomous Vehicles in CARLA	66
CNN and LSTM based ensemble learning for human emotion recognition using EEG recordings	66
Inception inspired CNN-GRU hybrid network for human activity recognition	65
A critical review on diagnosis of diabetic retinopathy using machine learning and deep learning	64
A survey: object detection methods from CNN to transformer	63
Otsu’s thresholding technique for MRI image brain tumor segmentation	62
COVID-CXNet: Detecting COVID-19 in frontal chest X-ray images using deep learning	61
Predicting the COVID-19 infection with fourteen clinical features using machine learning classification algorithms	61
An hybrid deep learning approach for depression prediction from user tweets using feature-rich CNN and bi-directional LSTM	61
Automatic prediction of COVID− 19 from chest images using modified ResNet50	61
A comprehensive review on soil classification using deep learning and computer vision techniques	61
Facial emotion recognition based real-time learner engagement detection system in online learning context using deep learning models	60
Robust graph regularization nonnegative matrix factorization for link prediction in attributed networks	60
A novel color image encryption algorithm based on image hashing, 6D hyperchaotic and DNA coding	60
Deep transfer learning for alzheimer neurological disorder detection	59
Image encryption scheme with bit-level scrambling and multiplication diffusion	59
A survey of pre-processing techniques to improve short-text quality: a case study on hate speech detection on twitter	58
Skin cancer disease images classification using deep learning solutions	58
A leader Harris hawks optimization for 2-D Masi entropy-based multilevel image thresholding	57
Deepfake generation and detection, a survey	56
Particle swarm optimization performance improvement using deep learning techniques	56
Face detection in still images under occlusion and non-uniform illumination	56
The face image super-resolution algorithm based on combined representation learning	56
DeepNetDevanagari: a deep learning model for Devanagari ancient character recognition	56