OOIR: Observatory of International Research

Papers

(The TQCC of Pattern Analysis and Applications is 3. 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 2021-06-01 to 2025-06-01.)

Article	Citations
MSFM-UNET: enhancing medical image segmentation with multi-scale and multi-view frequency fusion	60
Attention-based supervised contrastive learning on fine-grained image classification	44
Multicriteria decision making analysis based on Fermatean fuzzy distance measure and entropy measure with application in COVID-19	38
Structured regularization with object size selection using mathematical morphology	37
Masked cosine similarity prediction for self-supervised skeleton-based action representation learning	34
MDAAF: masked domain adversarial adaptation framework for unsupervised domain adaptive semantic segmentation	30
FORT-RAJ: a fisheye-optimized deep learning model for real-time trajectory prediction	26
Interactive image segmentation combining global seeding and sparse local reconstruction	24
Enhanced Bayesian Gaussian hidden Markov mixture clustering for improved knowledge discovery	20
Body landmark detection with an extremely small dataset using transfer learning	14
Multimodal biometric crypto system for human authentication using ear and palm print	14
A semantic-aware monocular projection model for accurate pose measurement	13
Improving distantly supervised named entity recognition by emphasizing uncertain examples	13
Big topic modeling based on a two-level hierarchical latent Beta-Liouville allocation for large-scale data and parameter streaming	13
CP decomposition-based algorithms for completion problem of motion capture data	12
An outstanding adaptive multi-feature fusion YOLOv3 algorithm for the small target detection in remote sensing images	12
UMAM-NET: ultrasound thyroid nodule malignancy grading network based on multi-subnet attention mechanism	12
PSFE-YOLO: a traffic sign detection algorithm with pixel-wise spatial feature enhancement	12
FBRNet: a feature fusion and border refinement network for real-time semantic segmentation	12
Single-stage convolutional neural radiance fields	12
Ghost-HRNet: a lightweight high-resolution network for efficient human pose estimation with enhanced multi-scale feature fusion	12
Learning automata-based partitioning algorithms for stochastic grouping problems with non-equal partition sizes	11
Enhancing part-based gait recognition via ensemble learning and feature fusion	11
Vehicle and license plate recognition with novel dataset for toll collection	10
An adaptive method for Chinese new word detection based on hypothesis testing	10

A light-weight backbone to adapt with extracting grouped dilation features	10
Spatial–temporal attention with graph and general neural network-based sign language recognition	9
Dual model knowledge distillation for industrial anomaly detection	9
SRU-Net: a novel spatiotemporal attention network for sclera segmentation and recognition	9
A new multidimensional discriminant representation for robust person re-identification	9
Deep transfer learning in human–robot interaction for cognitive and physical rehabilitation purposes	9
Appropriateness of distances in nearest neighbour classification: a monometric perspective	9
Leveraging two-level deep learning classifiers for 2D shape recognition to automatically solve geometry math word problems	9
Demsasa: micro-video scene classification based on denoising multi-shots association self-attention	9
Video-based person re-identification by semi-supervised adaptive stepwise learning	9
Outlier removal in biomaterial image segmentations using a non-stationary Bayesian learning	9
Saliency information and mosaic based data augmentation method for densely occluded object recognition	9
Multiple kernel k-means clustering with block diagonal property	9
SMRU-Net: skin disease image segmentation using channel-space separate attention with depthwise separable convolutions	8
An improved nearest neighbour classifier	8
Small object detection based on YOLOv8 in UAV perspective	8
Source screen identification using difference image mask obtained from images recaptured through screenshots based on spatial rich features	8
A partitioning incremental algorithm using adaptive Mahalanobis fuzzy clustering and identifying the most appropriate partition	8
High-recall calibration monitoring for stereo cameras	8
Adaptive deep CNN: an effective Alzheimer’s affected MRI image registration using heuristic-aided deep learning model and patch-based level fusion	8
Occluded person re-identification based on embedded graph matching network for contrastive feature relation	8
Using attention LSGB network for facial expression recognition	7
Deep neural network watermarking based on a reversible image hiding network	7
A multi-metric small sphere large margin method for classification	7
DDNSR: a dual-input degradation network for real-world super-resolution	7
Multiscope topology learning with conditional updating for airway segmentation	7
FedPG: a privacy-friendly and universal method for solving non-IID data in federated learning	7
Body condition scoring network based on improved YOLOX	7
Fedpartwhole: federated domain generalization via consistent part-whole hierarchies	6
BNPSIW: BRBS-based NSST-PZMs domain statistical image watermarking	6
2D MRI registration using glowworm swarm optimization with partial opposition-based learning for brain tumor progression	6
Complex image inpainting of cultural relics integrating multi-stage structural features and spatial textures	6
Exponential filtering technique for Euclidean norm-regularized extreme learning machines	6
Epileptic EEG signal classification using an improved VMD-based convolutional stacked autoencoder	6
HSWmark: Robust and reversible image watermarking with improved capacity using Quad-tree segmentation	6
A dual encoder DAE neural network for imbalanced binary classification based on NSGA-III and GAN	6
Strengthen contrastive semantic consistency for fine-grained image classification	6
Segmentation based 6D pose estimation using integrated shape pattern and RGB information	6
Dual image-based reversible fragile watermarking scheme for tamper detection and localization	5
SE-MD: a single-encoder multiple-decoder deep network for point cloud reconstruction from 2D images	5
Fine grained dual level attention mechanisms with spacial context information fusion for object detection	5
Cotton crop classification using satellite images with score level fusion based hybrid model	5
Diverse embeddings learning for multi-view clustering	5
KAGO: an approximate adaptive grid-based outlier detection approach using kernel density estimate	5
Intrinsic K-means clustering over homogeneous manifolds	5
A fast and accurate 3D lung tumor segmentation algorithm	5
Lsf-rdd: a local sensing feature network for road damage detection	5
Visual attention-based deepfake video forgery detection	5
A real-time two-stage and dual-check template matching algorithm based on normalized cross-correlation for industrial vision positioning	5
Enhancing out-of-distribution learning in computer vision through dominant feature masking	5

A multimodal fusion-based deep learning framework combined with keyframe extraction and spatial and channel attention for group emotion recognition from videos	5
A local mean-based distance measure for spectral clustering	4
Tiny polyp detection from endoscopic video frames using vision transformers	4
Dynamic metric memory network for long-term tracking with spatial-temporal region proposal method	4
TSRN: two-stage refinement network for temporal action segmentation	4
A fast consistent grid-based clustering algorithm	4
PointFEA: beyond simple points, unveiling the power of raw positional features	4
Grafted and vanishing random subspaces	4
A semi-supervised hierarchical classifier based on local information	4
Weighted edit distance optimized using genetic algorithm for SMILES-based compound similarity	4
Spoken language understanding via graph contrastive learning on the context-aware graph convolutional network	4
Aka-Net: anchor free-based object detection network for surveillance video transmission in the IOT edge computing environment	4
Bidirectional spatio-temporal generative adversarial network for video super-resolution	4
Chinese font migration combining local and global features learning	4
K-homogeneous nearest neighbor-driven discriminant graph coupled nonnegative matrix factorization for low-resolution image recognition	4
Directional filter bank-based fingerprint image quality	4
Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition	4
One new family of smooth semi-supervised support vector classifier based on Fourier series approximation technique	4
Privacy-preserving people detection in the wild	4
Instruction-aligned hierarchical waypoint planner for vision-and-language navigation in continuous environments	4
LMFR-Net: lightweight multi-scale feature refinement network for retinal vessel segmentation	4
Texture-driven pose-guided human image synthesis	4
Nonlinear dimensionality reduction with q-Gaussian distribution	4
Deep neural networks for rank-consistent ordinal regression based on conditional probabilities	4
Latent sparse subspace learning and visual domain classification via balanced distribution alignment and Hilbert–Schmidt metric	4
An improved classification diagnosis approach for cervical images based on deep neural networks	4
A Judicious way to restore random impulse noise using iterative weighted total variation diffusion technique	4
Proposing a new local density estimation outlier detection algorithm: an empirical case study on flow pattern experiments	4
A Semi-supervised crowd counting method based on patch crowds statistics	4
Uieanything: zero-shot underwater image enhancement via advanced depth estimation, white balance models, and improved sea-thru	4
Saliency detection based on hybrid artificial bee colony and firefly optimization	4
TabMixer: advancing tabular data analysis with an enhanced MLP-mixer approach	4
Adaptive graph learning for enhanced incomplete multi-view clustering	3
Correction to: Distinguishing between Crohn’s disease and ulcerative colitis using deep learning models with interpretability	3
Global point cloud registration network for large transformations	3
Expanded relative density peak clustering for image segmentation	3
Contrastive dual-branch network for long-tailed visual recognition	3
A self-adaptive graph-based clustering method with noise identification	3
Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation	3
Multi-scale spatial–temporal convolutional neural network for skeleton-based action recognition	3
ViT-PGC: vision transformer for pedestrian gender classification on small-size dataset	3
Learning Learning Curves	3
Semi-supervised fuzzy broad learning system based on mean-teacher model	3
Structured classifier-based dictionary pair learning for pattern classification	3
Pain detection from facial expressions using domain adaptation technique	3
CABF-YOLO: a precise and efficient deep learning method for defect detection on strip steel surface	3
Accumulating global channel-wise patterns via deformed-bottleneck recalibration for image classification	3
An efficient clustering algorithm based on searching popularity peaks	3
Quantifying robustness: 3D tree point cloud skeletonization with smart-tree in noisy domains	3
Low-rank tensor completion via nonlocal self-similarity regularization and orthogonal transformed tensor Schatten-p norm	3
Learning sample representativeness for class-imbalanced multi-label classification	3
Design of convolutional neural network-based layer operator for image denoising using fourth-order PDE	3
An alignment-free non-invertible transformation-based method for generating the cancellable fingerprint template	3
Explainable image classification with evidence counterfactual	3
Improved swarm-optimization-based filter-wrapper gene selection from microarray data for gene expression tumor classification	3
Exploiting optimized forgery representation space for general fake face detection	3
MSDBPN: multi-column smoothed dilated convolution based back projection network for stereo image super-resolution	3
MSU-Net: the multi-scale supervised U-Net for image splicing forgery localization	3
AdvWave: adversarial examples generation with wavelet feature fusion mechanisms	3
EdgeNet: a low-power image recognition model based on small sample information	3
Improved multi object tracking with locality sensitive hashing	3
Feature selection using max dynamic relevancy and min redundancy	3
Facial action unit detection methodology with application in Brazilian sign language recognition	3
Multi-view clustering via diversity induction and multi-layer concept factorization	3
A general Seeds-Counting pipeline using deep-learning model	3
Correction to: Outlier removal in biomaterial image segmentations using a non-stationary Bayesian learning	3
HSIC-based affinity measure for learning on graphs	3
Depth and edge auxiliary learning for still image crowd density estimation	3
A deep graph kernel-based time series classification algorithm	3
AF-DETR: efficient UAV small object detector via Assemble-and-Fusion mechanism	3