OOIR: Observatory of International Research

Papers

(The H4-Index of Pattern Recognition Letters is 51. 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
COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images	408
Comparative analysis of image classification algorithms based on traditional machine learning and deep learning	323
A distinctive approach in brain tumor detection and classification using MRI	239
Automated invasive ductal carcinoma detection based using deep transfer learning with whole-slide images	214
Trends in IoT based solutions for health care: Moving AI to the edge	211
A light CNN for detecting COVID-19 from CT scans of the chest	201
Large group activity security risk assessment and risk early warning based on random forest algorithm	193
SmaAt-UNet: Precipitation nowcasting using a small attention-UNet architecture	191
Automated detection and classification of fundus diabetic retinopathy images using synergic deep learning model	190
Attributes based skin lesion detection and recognition: A mask RCNN and transfer learning-based deep learning framework	149
Imbalance-XGBoost: leveraging weighted and focal losses for binary label-imbalanced classification with XGBoost	147
Machine Learning for Cultural Heritage: A Survey	140
Leveraging recent advances in deep learning for audio-Visual emotion recognition	119
Deep k-Means: Jointly clustering with k-Means and learning representations	113
Customized VGG19 Architecture for Pneumonia Detection in Chest X-Rays	112
Rank consistent ordinal regression for neural networks with application to age estimation	99
A framework for offline signature verification system: Best features selection approach	99
On the performance of Matthews correlation coefficient (MCC) for imbalanced dataset	94
Wearable assistive devices for visually impaired: A state of the art survey	87
A novel nonintrusive decision support approach for heart rate measurement	85
A new approach for classification skin lesion based on transfer learning, deep learning, and IoT system	82
Deep learning frameworks for diabetic retinopathy detection with smartphone-based retinal imaging systems	82
Automated detection of diabetic retinopathy using convolutional neural networks on a small dataset	78
RETRACTED: Deep learning for real-time semantic segmentation: Application in ultrasound imaging	78
A Deep Learning-based Fast Fake News Detection Model for Cyber-Physical Social Services	77

Automated detection of abnormal EEG signals using localized wavelet filter banks	77
Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach	76
MIDCAN: A multiple input deep convolutional attention network for Covid-19 diagnosis based on chest CT and chest X-ray	76
Deep learning-based apple detection using a suppression mask R-CNN	76
The classification of gliomas based on a Pyramid dilated convolution resnet model	75
Perturbation-based methods for explaining deep neural networks: A survey	74
Detecting distraction of drivers using Convolutional Neural Network	73
Semantic scene segmentation in unstructured environment with modified DeepLabV3+	68
Multi angle optimal pattern-based deep learning for automatic facial expression recognition	65
KU-HAR: An open dataset for heterogeneous human activity recognition	63
CNN-DMRI: A Convolutional Neural Network for Denoising of Magnetic Resonance Images	62
Medical Image Encryption Scheme Using Multiple Chaotic Maps	60
Faster ILOD: Incremental learning for object detectors based on faster RCNN	59
Improved prototypical networks for few-Shot learning	57
Positive technology for elderly well-being: A review	56
Unsupervised Deep Learning based Variational Autoencoder Model for COVID-19 Diagnosis and Classification	56
Hierarchical deep neural network for mental stress state detection using IoT based biomarkers	55
A novel unsupervised ensemble framework using concept-based linguistic methods and machine learning for twitter sentiment analysis	55
Fused 3-D spectral-spatial deep neural networks and spectral clustering for hyperspectral image classification	55
BEBLID: Boosted efficient binary local image descriptor	54
Landmark guidance independent spatio-channel attention and complementary context information based facial expression recognition	54
Machine learning based blind color image watermarking scheme for copyright protection	54
Automated glaucoma detection using GIST and pyramid histogram of oriented gradients (PHOG) descriptors	53
Facial expressions classification and false label reduction using LDA and threefold SVM	53
TrSeg: Transformer for semantic segmentation	53
Small-object detection based on YOLOv5 in autonomous driving systems	52
Image captioning with transformer and knowledge graph	51
Adjusting the imbalance ratio by the dimensionality of imbalanced data	51