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 2021-09-01 to 2025-09-01.)

Article	Citations
Animal re-identification in video through track clustering	73
MSFM-UNET: enhancing medical image segmentation with multi-scale and multi-view frequency fusion	49
Affective annotation of videos from EEG-based crowdsourcing	42
Masked cosine similarity prediction for self-supervised skeleton-based action representation learning	39
MDAAF: masked domain adversarial adaptation framework for unsupervised domain adaptive semantic segmentation	34
FORT-RAJ: a fisheye-optimized deep learning model for real-time trajectory prediction	29
Structured regularization with object size selection using mathematical morphology	28
Multicriteria decision making analysis based on Fermatean fuzzy distance measure and entropy measure with application in COVID-19	24
Attention-based supervised contrastive learning on fine-grained image classification	21
Body landmark detection with an extremely small dataset using transfer learning	20
A semantic-aware monocular projection model for accurate pose measurement	16
Big topic modeling based on a two-level hierarchical latent Beta-Liouville allocation for large-scale data and parameter streaming	15
Interactive image segmentation combining global seeding and sparse local reconstruction	14
PSFE-YOLO: a traffic sign detection algorithm with pixel-wise spatial feature enhancement	14
Ghost-HRNet: a lightweight high-resolution network for efficient human pose estimation with enhanced multi-scale feature fusion	14
Improving distantly supervised named entity recognition by emphasizing uncertain examples	14
Single-stage convolutional neural radiance fields	14
An outstanding adaptive multi-feature fusion YOLOv3 algorithm for the small target detection in remote sensing images	14
CP decomposition-based algorithms for completion problem of motion capture data	13
Multimodal biometric crypto system for human authentication using ear and palm print	13
DermoMamba: a cross-scale Mamba-based model with guide fusion loss for skin lesion segmentation in dermoscopy images	12
UMAM-NET: ultrasound thyroid nodule malignancy grading network based on multi-subnet attention mechanism	12
Enhanced Bayesian Gaussian hidden Markov mixture clustering for improved knowledge discovery	12
FBRNet: a feature fusion and border refinement network for real-time semantic segmentation	12
Learning automata-based partitioning algorithms for stochastic grouping problems with non-equal partition sizes	11

A new multidimensional discriminant representation for robust person re-identification	10
Leveraging two-level deep learning classifiers for 2D shape recognition to automatically solve geometry math word problems	10
Dual model knowledge distillation for industrial anomaly detection	10
Multiple kernel k-means clustering with block diagonal property	10
Saliency information and mosaic based data augmentation method for densely occluded object recognition	10
An adaptive method for Chinese new word detection based on hypothesis testing	10
SRU-Net: a novel spatiotemporal attention network for sclera segmentation and recognition	10
Enhancing part-based gait recognition via ensemble learning and feature fusion	9
Vehicle and license plate recognition with novel dataset for toll collection	9
A light-weight backbone to adapt with extracting grouped dilation features	9
Appropriateness of distances in nearest neighbour classification: a monometric perspective	9
ViTGuard: a synergistic approach to malware detection using vision transformers and genetic algorithms optimization	9
Adversarial translucent patch: a robust physical attack technique against object detectors	9
NEONATE: a bi-directional search strategy for non-overlapping pattern matching with gap constraint	9
Demsasa: micro-video scene classification based on denoising multi-shots association self-attention	9
Spatial–temporal attention with graph and general neural network-based sign language recognition	9
DDNSR: a dual-input degradation network for real-world super-resolution	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
Occluded person re-identification based on embedded graph matching network for contrastive feature relation	8
Source screen identification using difference image mask obtained from images recaptured through screenshots based on spatial rich features	8
An improved nearest neighbour classifier	8
SMRU-Net: skin disease image segmentation using channel-space separate attention with depthwise separable convolutions	7
Small object detection based on YOLOv8 in UAV perspective	7
Unified semantic annotation of vessel behaviors via embeddings on topic model	7
Adaptive deep CNN: an effective Alzheimer’s affected MRI image registration using heuristic-aided deep learning model and patch-based level fusion	7
FedPG: a privacy-friendly and universal method for solving non-IID data in federated learning	7
Multiscope topology learning with conditional updating for airway segmentation	7
Body condition scoring network based on improved YOLOX	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	6
Complex image inpainting of cultural relics integrating multi-stage structural features and spatial textures	6
A multi-metric small sphere large margin method for classification	6
Deep neural network watermarking based on a reversible image hiding network	6
2D MRI registration using glowworm swarm optimization with partial opposition-based learning for brain tumor progression	6
Using attention LSGB network for facial expression recognition	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
Fedpartwhole: federated domain generalization via consistent part-whole hierarchies	6
Strengthen contrastive semantic consistency for fine-grained image classification	5
Intrinsic K-means clustering over homogeneous manifolds	5
Diverse embeddings learning for multi-view clustering	5
Spoken language understanding via graph contrastive learning on the context-aware graph convolutional network	5
A multimodal fusion-based deep learning framework combined with keyframe extraction and spatial and channel attention for group emotion recognition from videos	5
Lsf-rdd: a local sensing feature network for road damage detection	5
Fine grained dual level attention mechanisms with spacial context information fusion for object detection	5
BNPSIW: BRBS-based NSST-PZMs domain statistical image watermarking	5
SE-MD: a single-encoder multiple-decoder deep network for point cloud reconstruction from 2D images	5
A dual encoder DAE neural network for imbalanced binary classification based on NSGA-III and GAN	5
A local mean-based distance measure for spectral clustering	5

Context-aware network with enhanced local information for medical image segmentation	5
Enhancing out-of-distribution learning in computer vision through dominant feature masking	5
Effective dual stage fusion model for single image dehazing	5
Exponential filtering technique for Euclidean norm-regularized extreme learning machines	5
Visual attention-based deepfake video forgery detection	5
Cotton crop classification using satellite images with score level fusion based hybrid model	5
Nonlinear dimensionality reduction with q-Gaussian distribution	5
A fast and accurate 3D lung tumor segmentation algorithm	5
PointFEA: beyond simple points, unveiling the power of raw positional features	4
Aka-Net: anchor free-based object detection network for surveillance video transmission in the IOT edge computing environment	4
Privacy-preserving people detection in the wild	4
A semi-supervised hierarchical classifier based on local information	4
Saliency detection based on hybrid artificial bee colony and firefly optimization	4
Grafted and vanishing random subspaces	4
A Semi-supervised crowd counting method based on patch crowds statistics	4
An improved classification diagnosis approach for cervical images based on deep neural networks	4
A deep graph kernel-based time series classification algorithm	4
A Judicious way to restore random impulse noise using iterative weighted total variation diffusion technique	4
Pain detection from facial expressions using domain adaptation technique	4
One new family of smooth semi-supervised support vector classifier based on Fourier series approximation technique	4
Statistical framework for butterfly species recognition using raw spatio-hyperspectral images	4
TabMixer: advancing tabular data analysis with an enhanced MLP-mixer approach	4
Tiny polyp detection from endoscopic video frames using vision transformers	4
Weighted edit distance optimized using genetic algorithm for SMILES-based compound similarity	4
Uieanything: zero-shot underwater image enhancement via advanced depth estimation, white balance models, and improved sea-thru	4
MDUA-YOLO: an advanced deep learning approach for PCB surface defect detection	4
Latent sparse subspace learning and visual domain classification via balanced distribution alignment and Hilbert–Schmidt metric	4
Structured classifier-based dictionary pair learning for pattern classification	4
Guest editorial: special issue on pedestrian attribute recognition and person re-identification	4
Directional filter bank-based fingerprint image quality	4
A fast consistent grid-based clustering algorithm	4
Deep neural networks for rank-consistent ordinal regression based on conditional probabilities	4
LMFR-Net: lightweight multi-scale feature refinement network for retinal vessel segmentation	4
Texture-driven pose-guided human image synthesis	4
Instruction-aligned hierarchical waypoint planner for vision-and-language navigation in continuous environments	4
Bidirectional spatio-temporal generative adversarial network for video super-resolution	4
TSRN: two-stage refinement network for temporal action segmentation	4
Enhancing video salient object detection via SAM-based multimodal energy prompting	4
Exploiting optimized forgery representation space for general fake face detection	4
Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition	4
K-homogeneous nearest neighbor-driven discriminant graph coupled nonnegative matrix factorization for low-resolution image recognition	4
A self-adaptive graph-based clustering method with noise identification	3
Accumulating global channel-wise patterns via deformed-bottleneck recalibration for image classification	3
ViT-PGC: vision transformer for pedestrian gender classification on small-size dataset	3
Facial action unit detection methodology with application in Brazilian sign language recognition	3
Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation	3
LTGS: an optical remote sensing tiny ship detection model	3
MSU-Net: the multi-scale supervised U-Net for image splicing forgery localization	3
Semi-supervised fuzzy broad learning system based on mean-teacher model	3
Cross-attention-based hybrid ViT-CNN fusion network for action recognition in visible and infrared videos	3
Improved swarm-optimization-based filter-wrapper gene selection from microarray data for gene expression tumor classification	3
Subspace clustering via adaptive-loss regularized representation learning with latent affinities	3
Low-rank tensor completion via nonlocal self-similarity regularization and orthogonal transformed tensor Schatten-p norm	3
Contrastive dual-branch network for long-tailed visual recognition	3
Design of convolutional neural network-based layer operator for image denoising using fourth-order PDE	3
A new criterion based on the distribution of cluster onsets for interpreting acoustic emission data signals: three case studies in structural and process monitoring	3
Subject-independent multi-channel voting for EEG-based emotion recognition using wavelet scattering deep network and advanced signal metrics	3
An alignment-free non-invertible transformation-based method for generating the cancellable fingerprint template	3
Dynamic metric memory network for long-term tracking with spatial-temporal region proposal method	3
Affine locality-sensitive nonnegative representation based image classification	3
MSDBPN: multi-column smoothed dilated convolution based back projection network for stereo image super-resolution	3
CABF-YOLO: a precise and efficient deep learning method for defect detection on strip steel surface	3
A general Seeds-Counting pipeline using deep-learning model	3
Improved multi object tracking with locality sensitive hashing	3
Global point cloud registration network for large transformations	3
Adaptive graph learning for enhanced incomplete multi-view clustering	3
Multi-scale spatial–temporal convolutional neural network for skeleton-based action recognition	3
Explainable image classification with evidence counterfactual	3
Learning sample representativeness for class-imbalanced multi-label classification	3
Correction to: Distinguishing between Crohn’s disease and ulcerative colitis using deep learning models with interpretability	3
AF-DETR: efficient UAV small object detector via Assemble-and-Fusion mechanism	3
Real-time person re-identification and tracking on edge devices with distributed optimization	3
Multi-view clustering via diversity induction and multi-layer concept factorization	3
AdvWave: adversarial examples generation with wavelet feature fusion mechanisms	3
Latent block diagonal representation for subspace clustering	3
EdgeNet: a low-power image recognition model based on small sample information	3
An efficient clustering algorithm based on searching popularity peaks	3