OOIR: Observatory of International Research

Papers

(The H4-Index of Pattern Recognition is 76. 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
Sensor-based and vision-based human activity recognition: A comprehensive survey	330
Hypergraph convolution and hypergraph attention	299
Reconstruction by inpainting for visual anomaly detection	288
Understanding adversarial attacks on deep learning based medical image analysis systems	269
A review of methods for imbalanced multi-label classification	203
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning	190
An effective CNN and Transformer complementary network for medical image segmentation	189
Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments	186
Cross-modality deep feature learning for brain tumor segmentation	183
3D Object Detection for Autonomous Driving: A Survey	182
Hierarchical dense recursive network for image super-resolution	176
Knowledge base graph embedding module design for Visual question answering model	174
Feature selection using bare-bones particle swarm optimization with mutual information	168
Financial time series forecasting with multi-modality graph neural network	151
Random vector functional link neural network based ensemble deep learning	151
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation	149
MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients	147
Visual place recognition: A survey from deep learning perspective	144
Action Transformer: A self-attention model for short-time pose-based human action recognition	143
Handling incomplete heterogeneous data using VAEs	140
Multi-stage image denoising with the wavelet transform	139
Automatic COVID-19 lung infected region segmentation and measurement using CT-scans images	138
GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection	137
Deep co-training for semi-supervised image segmentation	135
Neighborhood linear discriminant analysis	133

A CenterNet++ model for ship detection in SAR images	133
Pruning by explaining: A novel criterion for deep neural network pruning	132
Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays	126
Uncertainty estimation for stereo matching based on evidential deep learning	122
Video anomaly detection with spatio-temporal dissociation	121
Learning attention-guided pyramidal features for few-shot fine-grained recognition	120
Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images	120
Point attention network for semantic segmentation of 3D point clouds	118
Deep neural networks-based relevant latent representation learning for hyperspectral image classification	117
A review of lane detection methods based on deep learning	115
Edge computing enabled video segmentation for real-time traffic monitoring in internet of vehicles	114
BLOCK-DBSCAN: Fast clustering for large scale data	113
Image denoising using complex-valued deep CNN	111
Structured graph learning for clustering and semi-supervised classification	110
MetaMed: Few-shot medical image classification using gradient-based meta-learning	106
A novel hybrid approach for crack detection	104
Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images	103
AutoPruner: An end-to-end trainable filter pruning method for efficient deep model inference	103
Hyper-sausage coverage function neuron model and learning algorithm for image classification	100
Optical flow and scene flow estimation: A survey	99
DMT: Dynamic mutual training for semi-supervised learning	97
A two-stage hybrid ant colony optimization for high-dimensional feature selection	96
HCFNN: High-order coverage function neural network for image classification	96
A comprehensive survey of multi-view video summarization	94
TPM: Multiple object tracking with tracklet-plane matching	94
MASTER: Multi-aspect non-local network for scene text recognition	94
Nonlocal patch similarity based heterogeneous remote sensing change detection	93
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network	91
A polarization fusion network with geometric feature embedding for SAR ship classification	91
mSODANet: A network for multi-scale object detection in aerial images using hierarchical dilated convolutions	90
Blitz-SLAM: A semantic SLAM in dynamic environments	90
Towards automatic threat detection: A survey of advances of deep learning within X-ray security imaging	90
Spatiotemporal consistency-enhanced network for video anomaly detection	89
Robust deepk-means: An effective and simple method for data clustering	89
Tackling mode collapse in multi-generator GANs with orthogonal vectors	87
Improving the accuracy of global forecasting models using time series data augmentation	85
Feature selection with kernelized multi-class support vector machine	84
Two-step domain adaptation for underwater image enhancement	84
Mean-shift outlier detection and filtering	83
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	83
Self-restrained triplet loss for accurate masked face recognition	82
CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron	80
Accurate, data-efficient, unconstrained text recognition with convolutional neural networks	80
HFA-Net: High frequency attention siamese network for building change detection in VHR remote sensing images	80
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification	79
Robust semi-supervised nonnegative matrix factorization for image clustering	79
Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network	78
Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images	77
Explainable skin lesion diagnosis using taxonomies	76
Towards Non-I.I.D. image classification: A dataset and baselines	76

Density peaks clustering based on density backbone and fuzzy neighborhood