Pattern Recognition Letters

Papers
(The H4-Index of Pattern Recognition Letters is 52. 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 2020-04-01 to 2024-04-01.)
ArticleCitations
COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images401
Comparative analysis of image classification algorithms based on traditional machine learning and deep learning305
A distinctive approach in brain tumor detection and classification using MRI230
Automated invasive ductal carcinoma detection based using deep transfer learning with whole-slide images210
Trends in IoT based solutions for health care: Moving AI to the edge200
A light CNN for detecting COVID-19 from CT scans of the chest196
Large group activity security risk assessment and risk early warning based on random forest algorithm189
Automated detection and classification of fundus diabetic retinopathy images using synergic deep learning model184
SmaAt-UNet: Precipitation nowcasting using a small attention-UNet architecture180
Attributes based skin lesion detection and recognition: A mask RCNN and transfer learning-based deep learning framework144
Imbalance-XGBoost: leveraging weighted and focal losses for binary label-imbalanced classification with XGBoost141
A new nested ensemble technique for automated diagnosis of breast cancer140
Machine Learning for Cultural Heritage: A Survey135
Leveraging recent advances in deep learning for audio-Visual emotion recognition116
Customized VGG19 Architecture for Pneumonia Detection in Chest X-Rays108
Deep k-Means: Jointly clustering with k-Means and learning representations108
A framework for offline signature verification system: Best features selection approach99
Rank consistent ordinal regression for neural networks with application to age estimation98
Unsupervised feature selection by self-paced learning regularization91
On the performance of Matthews correlation coefficient (MCC) for imbalanced dataset90
Wearable assistive devices for visually impaired: A state of the art survey86
A novel nonintrusive decision support approach for heart rate measurement85
A new approach for classification skin lesion based on transfer learning, deep learning, and IoT system80
Deep learning frameworks for diabetic retinopathy detection with smartphone-based retinal imaging systems79
RETRACTED: Deep learning for real-time semantic segmentation: Application in ultrasound imaging77
Automated detection of abnormal EEG signals using localized wavelet filter banks76
Automated detection of diabetic retinopathy using convolutional neural networks on a small dataset75
The classification of gliomas based on a Pyramid dilated convolution resnet model74
Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach73
MIDCAN: A multiple input deep convolutional attention network for Covid-19 diagnosis based on chest CT and chest X-ray73
Deep learning-based apple detection using a suppression mask R-CNN72
Perturbation-based methods for explaining deep neural networks: A survey72
Detecting distraction of drivers using Convolutional Neural Network72
A Deep Learning-based Fast Fake News Detection Model for Cyber-Physical Social Services70
Semantic scene segmentation in unstructured environment with modified DeepLabV3+64
Multi angle optimal pattern-based deep learning for automatic facial expression recognition63
CNN-DMRI: A Convolutional Neural Network for Denoising of Magnetic Resonance Images61
Medical Image Encryption Scheme Using Multiple Chaotic Maps59
Robust rigid registration algorithm based on pointwise correspondence and correntropy58
Faster ILOD: Incremental learning for object detectors based on faster RCNN58
KU-HAR: An open dataset for heterogeneous human activity recognition57
Unsupervised Deep Learning based Variational Autoencoder Model for COVID-19 Diagnosis and Classification56
Positive technology for elderly well-being: A review54
Machine learning based blind color image watermarking scheme for copyright protection54
Improved prototypical networks for few-Shot learning54
Hierarchical deep neural network for mental stress state detection using IoT based biomarkers54
Fused 3-D spectral-spatial deep neural networks and spectral clustering for hyperspectral image classification54
Facial expressions classification and false label reduction using LDA and threefold SVM53
Landmark guidance independent spatio-channel attention and complementary context information based facial expression recognition53
BEBLID: Boosted efficient binary local image descriptor52
TrSeg: Transformer for semantic segmentation52
Automated glaucoma detection using GIST and pyramid histogram of oriented gradients (PHOG) descriptors52
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