OOIR: Observatory of International Research

Papers

(The H4-Index of Pattern Recognition is 85. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Self-supervised video object segmentation via pseudo label rectification	434
Spectral Contrastive Clustering	400
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering	336
Deep graph matching meets mixed-integer linear programming: Relax or not ?	308
Beyond mask: Rethinking guidance types in few-shot segmentation	288
Striving for understanding: Deconstructing neural networks in side-channel analysis	252
Looking beyond input frames: Self-supervised adaptation for video super-resolution	225
Effective action recognition with embedded key point shifts	219
GriT-DBSCAN: A spatial clustering algorithm for very large databases	212
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	210
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	210
Bounded exponential loss function based AdaBoost ensemble of OCSVMs	200
SpatioTemporal focus for skeleton-based action recognition	197
Distance-aware network for physical-world object distribution estimation and counting	190
An illumination-guided dual attention vision transformer for low-light image enhancement	186
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	184
Dynamic weighted knowledge distillation for brain tumor segmentation	182
ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels	174
Hyper-feature aggregation and relaxed distillation for class incremental learning	172
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	170
Multi-task meta label correction for time series prediction	166
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	160
Unsupervised person re-identification via multi-domain joint learning	155
Head pose estimation using deep neural networks and 3D point clouds	154
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	150

Dynamic feature fusion with spatial-temporal context for robust object tracking	149
Fast adaptively balanced min-cut clustering	149
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	149
Two phase cooperative learning for supervised dimensionality reduction	149
Deep reinforcement learning with credit assignment for combinatorial optimization	148
Balanced seed selection for K-means clustering with determinantal point process	148
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	148
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	145
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	145
Extrinsic kernel ridge regression classifier for Kendall’s planar shape space	142
Cross-Modality Interactive Attention Network for AI-generated image quality assessment	140
Support subsets estimation for support vector machines retraining	138
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	135
Intensity mixture and band-adaptive detail fusion for pansharpening	135
Mutual Domain Adaptation	132
Editorial Board	128
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding	127
Cross-modal co-feedback cellular automata for RGB-T saliency detection	125
A generalized multi-aspect distance metric for mixed-type data clustering	123
FastOPM—A practical method for partial match of time series	121
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	119
FoCL: Feature-oriented continual learning for generative models	117
Bi-Attention enhanced representation learning for image-text matching	116
Spectral approximation of Gaussian random graph Laplacians and applications to pattern recognition	113
A cross-network node classification method in open-set scenario	112
Gradual interaction network for stereo matching	110
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling	110
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	109
Kinship verification using multi-level dictionary pair learning for multiple resolution images	109
Synthetic unknown class learning for learning unknowns	107
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	106
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	105
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	105
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	104
Privileged multi-task learning for attribute-aware aesthetic assessment	102
Neural Normalized Cut: A differential and generalizable approach for spectral clustering	102
Identifying the key frames: An attention-aware sampling method for action recognition	101
Unsupervised update summarization of news events	100
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	100
Scaled robust linear embedding with adaptive neighbors preserving	99
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	96
Generalization capacity of multi-class SVM based on Markovian resampling	96
DC-AD: A Divide-and-Conquer Method for Few-Shot Anomaly Detection	96
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	96
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	95
MSAN: Multiscale self-attention network for pansharpening	95
Deep and wide nonnegative matrix factorization with embedded regularization	94
Dynamic selection for reconstructing instance-dependent noisy labels	94
A neighborhood-based method for mining and fusing positive and negative false samples	93
Pseudo-labeling with keyword refining for few-supervised video captioning	93

Leveraging tensor kernels to reduce objective function mismatch in deep clustering	91
Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance	90
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system	88
Temporal sparse adversarial attack on sequence-based gait recognition	88
DM-GAN: CNN hybrid vits for training GANs under limited data	88
Robust deep fuzzy K-means clustering for image data	87
A bijective inference network for interpretable identification of RNA N	86
BiconNet: An edge-preserved connectivity-based approach for salient object detection	86
Holistic word descriptor for lexicon reduction in handwritten arabic documents	85
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions	85
Distribution alignment for cross-device palmprint recognition	85