OOIR: Observatory of International Research

Papers

(The H4-Index of Pattern Recognition is 82. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Editorial Board	408
Cross-modal co-feedback cellular automata for RGB-T saliency detection	375
Effective action recognition with embedded key point shifts	304
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	303
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	275
Two phase cooperative learning for supervised dimensionality reduction	267
FastOPM—A practical method for partial match of time series	245
Deep graph matching meets mixed-integer linear programming: Relax or not ?	212
Looking beyond input frames: Self-supervised adaptation for video super-resolution	207
Privileged multi-task learning for attribute-aware aesthetic assessment	202
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions	196
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	187
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	182
Unsupervised update summarization of news events	179
Self-supervised video object segmentation via pseudo label rectification	175
Gradual interaction network for stereo matching	161
Distribution alignment for cross-device palmprint recognition	159
Temporal sparse adversarial attack on sequence-based gait recognition	156
Mutual Domain Adaptation	148
Spectral approximation of Gaussian random graph Laplacians and applications to pattern recognition	147
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	145
Scaled robust linear embedding with adaptive neighbors preserving	145
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	144
Implicit face model: Depth super-resolution for 3D face recognition	143
A bijective inference network for interpretable identification of RNA N	142

Support subsets estimation for support vector machines retraining	141
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	141
Knowledge memorization and generation for action recognition in still images	139
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	139
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	139
Pseudo-labeling with keyword refining for few-supervised video captioning	138
A neighborhood-based method for mining and fusing positive and negative false samples	134
A cross-network node classification method in open-set scenario	134
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	134
Striving for understanding: Deconstructing neural networks in side-channel analysis	134
Bi-Attention enhanced representation learning for image-text matching	131
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	130
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	128
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	127
Kinship verification using multi-level dictionary pair learning for multiple resolution images	125
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	124
FoCL: Feature-oriented continual learning for generative models	123
Dynamic feature fusion with spatial-temporal context for robust object tracking	123
Head pose estimation using deep neural networks and 3D point clouds	121
Synthetic unknown class learning for learning unknowns	120
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	120
A generalized multi-aspect distance metric for mixed-type data clustering	117
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	116
Deep and wide nonnegative matrix factorization with embedded regularization	116
Deep reinforcement learning with credit assignment for combinatorial optimization	115
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	110
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	104
Holistic word descriptor for lexicon reduction in handwritten arabic documents	103
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	100
Neural Normalized Cut: A differential and generalizable approach for spectral clustering	100
Intensity mixture and band-adaptive detail fusion for pansharpening	100
Dynamic weighted knowledge distillation for brain tumor segmentation	99
MSAN: Multiscale self-attention network for pansharpening	98
Generalization capacity of multi-class SVM based on Markovian resampling	98
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	98
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	98
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	96
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	95
Multi-task meta label correction for time series prediction	95
BiconNet: An edge-preserved connectivity-based approach for salient object detection	94
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	94
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	94
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	94
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	93
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	92
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	92
Phase Randomization: A data augmentation for domain adaptation in human action recognition	91
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	90
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	88
Unsupervised person re-identification via multi-domain joint learning	88

A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	87
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	87
GriT-DBSCAN: A spatial clustering algorithm for very large databases	87
Inter-Attribute awareness for pedestrian attribute recognition	85
Fast adaptively balanced min-cut clustering	84
Identifying the key frames: An attention-aware sampling method for action recognition	83
Balanced seed selection for K-means clustering with determinantal point process	83
SpatioTemporal focus for skeleton-based action recognition	82
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	82
Robust deep fuzzy K-means clustering for image data	82