OOIR: Observatory of International Research

Papers

(The H4-Index of Pattern Recognition is 86. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Self-supervised video object segmentation via pseudo label rectification	468
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	431
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions	363
Phase Randomization: A data augmentation for domain adaptation in human action recognition	328
Striving for understanding: Deconstructing neural networks in side-channel analysis	315
Looking beyond input frames: Self-supervised adaptation for video super-resolution	253
One-pass online learning under evolving feature data streams: A non-parametric model	248
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	248
Multidimensional nonlinear transform-based tensor representation for high-dimensional image reconstruction	237
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	235
Editorial Board	234
FastOPM—A practical method for partial match of time series	233
Trunk-branch contrastive network with multi-view deformable aggregation for multi-view action recognition	219
Spectral approximation of Gaussian random graph Laplacians and applications to pattern recognition	195
Gradual interaction network for stereo matching	193
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	192
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	188
Support subsets estimation for support vector machines retraining	187
Mutual Domain Adaptation	185
Generalization capacity of multi-class SVM based on Markovian resampling	170
Deep and wide nonnegative matrix factorization with embedded regularization	166
Bi-Attention enhanced representation learning for image-text matching	164
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	158
A cross-network node classification method in open-set scenario	158
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	157

CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	157
Dynamic selection for reconstructing instance-dependent noisy labels	156
Distribution alignment for cross-device palmprint recognition	156
A neighborhood-based method for mining and fusing positive and negative false samples	154
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	154
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	152
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	151
Synthetic unknown class learning for learning unknowns	149
Unsupervised person re-identification via multi-domain joint learning	146
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	145
DM-GAN: CNN hybrid vits for training GANs under limited data	142
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	141
Unsupervised update summarization of news events	136
Beyond mask: Rethinking guidance types in few-shot segmentation	135
Cross-Modality Interactive Attention Network for AI-generated image quality assessment	130
Robust deep fuzzy K-means clustering for image data	130
Fast adaptively balanced min-cut clustering	129
Pseudo-labeling with keyword refining for few-supervised video captioning	128
Hyper-feature aggregation and relaxed distillation for class incremental learning	126
Multi-task meta label correction for time series prediction	125
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	122
Neural Normalized Cut: A differential and generalizable approach for spectral clustering	120
Deep graph matching meets mixed-integer linear programming: Relax or not ?	120
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	117
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	113
MSAN: Multiscale self-attention network for pansharpening	112
Privileged multi-task learning for attribute-aware aesthetic assessment	112
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	111
SpatioTemporal focus for skeleton-based action recognition	111
Two phase cooperative learning for supervised dimensionality reduction	110
A generalized multi-aspect distance metric for mixed-type data clustering	109
GriT-DBSCAN: A spatial clustering algorithm for very large databases	108
Scaled robust linear embedding with adaptive neighbors preserving	107
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	107
Dynamic weighted knowledge distillation for brain tumor segmentation	106
Spectral Contrastive Clustering	106
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	102
A bijective inference network for interpretable identification of RNA N	102
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	102
Intensity mixture and band-adaptive detail fusion for pansharpening	101
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	101
AdaPrompt-IR: Adaptive learning to perceive degradation semantic and prompting for all-in-one image restoration	100
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	99
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	98
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	97
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	94
Temporal sparse adversarial attack on sequence-based gait recognition	92
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	92
Inter-Attribute awareness for pedestrian attribute recognition	91
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	91

Deep reinforcement learning with credit assignment for combinatorial optimization	90
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	90
Enhanced visible–infrared person re-identification based on cross-attention multiscale residual vision transformer	89
BiconNet: An edge-preserved connectivity-based approach for salient object detection	88
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	88
Cross-modal co-feedback cellular automata for RGB-T saliency detection	88
Dynamic feature fusion with spatial-temporal context for robust object tracking	88
Identifying the key frames: An attention-aware sampling method for action recognition	87
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	87
Balanced seed selection for K-means clustering with determinantal point process	86
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	86