Pattern Analysis and Applications

Article	Citations
Attention-based supervised contrastive learning on fine-grained image classification	70
Animal re-identification in video through track clustering	48
MSFM-UNET: enhancing medical image segmentation with multi-scale and multi-view frequency fusion	41
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	32
Structured regularization with object size selection using mathematical morphology	28
FORT-RAJ: a fisheye-optimized deep learning model for real-time trajectory prediction	28
Multicriteria decision making analysis based on Fermatean fuzzy distance measure and entropy measure with application in COVID-19	22
Affective annotation of videos from EEG-based crowdsourcing	20
Multimodal biometric crypto system for human authentication using ear and palm print	18
Big topic modeling based on a two-level hierarchical latent Beta-Liouville allocation for large-scale data and parameter streaming	14
PSFE-YOLO: a traffic sign detection algorithm with pixel-wise spatial feature enhancement	14
A semantic-aware monocular projection model for accurate pose measurement	14
Improving distantly supervised named entity recognition by emphasizing uncertain examples	14
Body landmark detection with an extremely small dataset using transfer learning	14
Interactive image segmentation combining global seeding and sparse local reconstruction	13
An outstanding adaptive multi-feature fusion YOLOv3 algorithm for the small target detection in remote sensing images	13
Ghost-HRNet: a lightweight high-resolution network for efficient human pose estimation with enhanced multi-scale feature fusion	13
DermoMamba: a cross-scale Mamba-based model with guide fusion loss for skin lesion segmentation in dermoscopy images	12
Single-stage convolutional neural radiance fields	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
CP decomposition-based algorithms for completion problem of motion capture data	12
Saliency information and mosaic based data augmentation method for densely occluded object recognition	11
FBRNet: a feature fusion and border refinement network for real-time semantic segmentation	11

An adaptive method for Chinese new word detection based on hypothesis testing	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
SRU-Net: a novel spatiotemporal attention network for sclera segmentation and recognition	10
Learning automata-based partitioning algorithms for stochastic grouping problems with non-equal partition sizes	10
A new multidimensional discriminant representation for robust person re-identification	10
Demsasa: micro-video scene classification based on denoising multi-shots association self-attention	9
Multiple kernel k-means clustering with block diagonal property	9
Vehicle and license plate recognition with novel dataset for toll collection	9
Enhancing part-based gait recognition via ensemble learning and feature fusion	9
Appropriateness of distances in nearest neighbour classification: a monometric perspective	9
A light-weight backbone to adapt with extracting grouped dilation features	9
NEONATE: a bi-directional search strategy for non-overlapping pattern matching with gap constraint	9
FedPG: a privacy-friendly and universal method for solving non-IID data in federated learning	8
Occluded person re-identification based on embedded graph matching network for contrastive feature relation	8
Multiscope topology learning with conditional updating for airway segmentation	8
An improved nearest neighbour classifier	8
Video-based person re-identification by semi-supervised adaptive stepwise learning	8
Adaptive deep CNN: an effective Alzheimer’s affected MRI image registration using heuristic-aided deep learning model and patch-based level fusion	8
A partitioning incremental algorithm using adaptive Mahalanobis fuzzy clustering and identifying the most appropriate partition	8
Spatial–temporal attention with graph and general neural network-based sign language recognition	8
High-recall calibration monitoring for stereo cameras	7
SMRU-Net: skin disease image segmentation using channel-space separate attention with depthwise separable convolutions	7
DDNSR: a dual-input degradation network for real-world super-resolution	7
Unified semantic annotation of vessel behaviors via embeddings on topic model	7
Source screen identification using difference image mask obtained from images recaptured through screenshots based on spatial rich features	7
Using attention LSGB network for facial expression recognition	7
Body condition scoring network based on improved YOLOX	6
Visual attention-based deepfake video forgery detection	6
A multi-metric small sphere large margin method for classification	6
2D MRI registration using glowworm swarm optimization with partial opposition-based learning for brain tumor progression	6
Segmentation based 6D pose estimation using integrated shape pattern and RGB information	6
Deep neural network watermarking based on a reversible image hiding network	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
Small object detection based on YOLOv8 in UAV perspective	6
SE-MD: a single-encoder multiple-decoder deep network for point cloud reconstruction from 2D images	5
Exponential filtering technique for Euclidean norm-regularized extreme learning machines	5
Strengthen contrastive semantic consistency for fine-grained image classification	5
Lsf-rdd: a local sensing feature network for road damage detection	5
Effective dual stage fusion model for single image dehazing	5
Context-aware network with enhanced local information for medical image segmentation	5
Dual image-based reversible fragile watermarking scheme for tamper detection and localization	5
Intrinsic K-means clustering over homogeneous manifolds	5
A dual encoder DAE neural network for imbalanced binary classification based on NSGA-III and GAN	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
Complex image inpainting of cultural relics integrating multi-stage structural features and spatial textures	5
BNPSIW: BRBS-based NSST-PZMs domain statistical image watermarking	5
Fedpartwhole: federated domain generalization via consistent part-whole hierarchies	5

Fine grained dual level attention mechanisms with spacial context information fusion for object detection	5
A fast and accurate 3D lung tumor segmentation algorithm	5
Diverse embeddings learning for multi-view clustering	5
Nonlinear dimensionality reduction with q-Gaussian distribution	4
LMFR-Net: lightweight multi-scale feature refinement network for retinal vessel segmentation	4
A Semi-supervised crowd counting method based on patch crowds statistics	4
Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition	4
Directional filter bank-based fingerprint image quality	4
One new family of smooth semi-supervised support vector classifier based on Fourier series approximation technique	4
TabMixer: advancing tabular data analysis with an enhanced MLP-mixer approach	4
Tiny polyp detection from endoscopic video frames using vision transformers	4
Spoken language understanding via graph contrastive learning on the context-aware graph convolutional network	4
A local mean-based distance measure for spectral clustering	4
Statistical framework for butterfly species recognition using raw spatio-hyperspectral images	4
Deep neural networks for rank-consistent ordinal regression based on conditional probabilities	4
Proposing a new local density estimation outlier detection algorithm: an empirical case study on flow pattern experiments	4
Guest editorial: special issue on pedestrian attribute recognition and person re-identification	4
TSRN: two-stage refinement network for temporal action segmentation	4
PointFEA: beyond simple points, unveiling the power of raw positional features	4
Latent sparse subspace learning and visual domain classification via balanced distribution alignment and Hilbert–Schmidt metric	4
Texture-driven pose-guided human image synthesis	4
A semi-supervised hierarchical classifier based on local information	4
Weighted edit distance optimized using genetic algorithm for SMILES-based compound similarity	4
Cotton crop classification using satellite images with score level fusion based hybrid model	4
Saliency detection based on hybrid artificial bee colony and firefly optimization	4
An improved classification diagnosis approach for cervical images based on deep neural networks	4
Aka-Net: anchor free-based object detection network for surveillance video transmission in the IOT edge computing environment	4
A fast consistent grid-based clustering algorithm	4
Grafted and vanishing random subspaces	4
K-homogeneous nearest neighbor-driven discriminant graph coupled nonnegative matrix factorization for low-resolution image recognition	4
Privacy-preserving people detection in the wild	4
Uieanything: zero-shot underwater image enhancement via advanced depth estimation, white balance models, and improved sea-thru	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
An alignment-free non-invertible transformation-based method for generating the cancellable fingerprint template	3
Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation	3
Feature selection using max dynamic relevancy and min redundancy	3
A self-adaptive graph-based clustering method with noise identification	3
AdvWave: adversarial examples generation with wavelet feature fusion mechanisms	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 swarm-optimization-based filter-wrapper gene selection from microarray data for gene expression tumor classification	3
Subject-independent multi-channel voting for EEG-based emotion recognition using wavelet scattering deep network and advanced signal metrics	3
Semi-supervised fuzzy broad learning system based on mean-teacher model	3
Depth and edge auxiliary learning for still image crowd density estimation	3
Exploiting optimized forgery representation space for general fake face detection	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
Global point cloud registration network for large transformations	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
Accumulating global channel-wise patterns via deformed-bottleneck recalibration for image classification	3
A Judicious way to restore random impulse noise using iterative weighted total variation diffusion technique	3
Multi-scale spatial–temporal convolutional neural network for skeleton-based action recognition	3
Affine locality-sensitive nonnegative representation based image classification	3
Adaptive graph learning for enhanced incomplete multi-view clustering	3
Multi-view clustering via diversity induction and multi-layer concept factorization	3
LTGS: an optical remote sensing tiny ship detection model	3
Structured classifier-based dictionary pair learning for pattern classification	3
Dynamic metric memory network for long-term tracking with spatial-temporal region proposal method	3
Learning sample representativeness for class-imbalanced multi-label classification	3
An efficient clustering algorithm based on searching popularity peaks	3
Facial action unit detection methodology with application in Brazilian sign language recognition	3
Low-rank tensor completion via nonlocal self-similarity regularization and orthogonal transformed tensor Schatten-p norm	3
MSDBPN: multi-column smoothed dilated convolution based back projection network for stereo image super-resolution	3
Cross-attention-based hybrid ViT-CNN fusion network for action recognition in visible and infrared videos	3
MSU-Net: the multi-scale supervised U-Net for image splicing forgery localization	3
Explainable image classification with evidence counterfactual	3
Real-time person re-identification and tracking on edge devices with distributed optimization	3
A deep graph kernel-based time series classification algorithm	3
ViT-PGC: vision transformer for pedestrian gender classification on small-size dataset	3
Pain detection from facial expressions using domain adaptation technique	3
A lightweight weld defect recognition algorithm based on convolutional neural networks	2
Guest Editorial: Special issue on IbPRIA 2023	2
DA-ResNet: dual-stream ResNet with attention mechanism for classroom video summary	2
Improved multi object tracking with locality sensitive hashing	2
Self-weighted subspace clustering via adaptive rank constrained graph embedding	2
One-dimensional matrix-product neural networks	2
Dynamic prototype-guided structural information maintaining for unsupervised domain adaptation	2
Learning Learning Curves	2

Correction to: FBRNet: a feature fusion and border refinement network for real-time semantic segmentation	2
Distinguishing between Crohn’s disease and ulcerative colitis using deep learning models with interpretability	2
Guest Editorial: Special issue on computer vision and machine learning for healthcare applications	2
Reconstructed semantic relative distance and global and local attention fusion network for aspect-based sentiment analysis	2
Swin transformer with attention mechanism: a novel framework for person re-identification	2
A novel two-stage omni-supervised face clustering algorithm	2
Information theory divergences in principal component analysis	2
WintN-CSG: a weakly supervised semantic segmentation network based on basic multimodal large-scale pre-trained models	2
Image aesthetic assessment with weighted multi-region aggregation based on information theory	2
Semi-supervised transformable architecture search for feature distillation	2
UR-YOLO: an urban road small object detection algorithm	2
Content authentication and tampering detection of Arabic text: an approach based on zero-watermarking and natural language processing	2
3D orientation field transform	2
An effective DeepWINet CNN model for off-line text-independent writer identification	2
Degraded document image preprocessing using local adaptive sharpening and illumination compensation	2
Unsupervised multimodal learning for image-text relation classification in tweets	2
Expanded relative density peak clustering for image segmentation	2
Enhanced deep-joint segmentation with deep learning networks of glioma tumor for multi-grade classification using MR images	2
Latent block diagonal representation for subspace clustering	2
Kernelized multi-view graph clustering via graph structure preserving and consensus affinity graph learning	2
DN3MF: deep neural network for non-negative matrix factorization towards low rank approximation	2
A weakly supervised end-to-end framework for semantic segmentation of cancerous area in whole slide image	2
3D hand pose estimation from a single RGB image through semantic decomposition of VAE latent space	2
DE-NAF: decoupled neural attenuation fields for sparse-view CBCT reconstruction	2
An intelligent approach using boosted support vector machine based arithmetic optimization algorithm for accurate detection of plant leaf disease	2
A stacked convolutional neural network framework with multi-scale attention mechanism for text-independent voiceprint recognition	2
Accelerated multi-kernel sparse stochastic optimization classifier algorithm for explainable prediction	2
Visual object tracking via adaptive deep feature matching and overlap maximization	2
Cross-modal face recognition with illumination-invariant local discrete cosine transform binary pattern (LDCTBP)	2
Conversion-aware forecasting of Alzheimer’s disease via featurewise attention	2
CSMF-SPC: Multimodal Sentiment Analysis Model with Effective Context Semantic Modality Fusion and Sentiment Polarity Correction	2
Detecting interactions using Bayesian additive regression trees	2
A novel similarity measure for single-valued neutrosophic sets based on the inner product and its applications in pattern recognition and medical diagnosis	2
Hierarchical global and local transformer for pain estimation with facial expression videos	2
Segmenting large historical notarial manuscripts into multi-page deeds	2
Edge detection and characterization of digitized images	2
Quantifying robustness: 3D tree point cloud skeletonization with smart-tree in noisy domains	2
K-BEST subspace clustering: kernel-friendly block-diagonal embedded and similarity-preserving transformed subspace clustering	2
DPPCN: density and position-based point convolution network for point cloud segmentation	2
A novel model for fall detection and action recognition combined lightweight 3D-CNN and convolutional LSTM networks	2
Subspace clustering via adaptive-loss regularized representation learning with latent affinities	2
A robust approach for outlier detection based on the ratio of number of reverse neighbors to neighbors	2
EdgeNet: a low-power image recognition model based on small sample information	2
Redirected transfer learning for robust multi-layer subspace learning	2
ST-HViT: spatial-temporal hierarchical vision transformer for action recognition	2
Person re-identification in video surveillance systems by feature replacement of occluded parts of human figures	2
Harnessing emotions for depression detection	2
Bel: Batch Equalization Loss for scene graph generation	2
Robustness of unsupervised methods for image surface-anomaly detection	2
Optimization of dynamic bi-clustering based on improved genetic algorithm for microarray data	2
A multiple classifiers system with roulette-based feature subspace selection for one-vs-one scheme	2
Graphfingerprint: graph embedding of graphs with almost constant sub-structures	2
HCT: image super-resolution restoration using hierarchical convolution transformer networks	2
A novel Venus’ visible image processing neoteric workflow for improved planetary surface feature analysis	2
An improved frequent pattern tree: the child structured frequent pattern tree CSFP-tree	1
EdgeFormer: local patch-based edge detection transformer on point clouds	1
Discriminative binary pattern descriptor for face recognition	1
SSGNet: semi-supervised multi-path grid network for diagnosing melanoma	1
Adaptive frequency-based fully hyperbolic graph neural networks	1
Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images	1
Spatio-temporal trajectory data modeling for fishing gear classification	1
A robust 3D unique descriptor for 3D object detection	1
EEG-based emotion recognition with cascaded convolutional recurrent neural networks	1
Improving underwater semantic segmentation with underwater image quality attention and muti-scale aggregation attention	1
Dual autoencoder based zero shot learning in special domain	1
Nonlocal ultrasound image despeckling via improved statistics and rank constraint	1
Remote sensing image change detection network with multi-scale feature information mining and fusion	1
A hybrid unsupervised-weakly supervised method for video anomaly detection	1
A Novel Bayesian probabilistic distance clustering algorithm	1
A detection method for occluded and overlapped apples under close-range targets	1
NSIWD: new statistical image watermark detector	1
Tgcpn: two-level grid context propagation network for 3D small object detection	1
Learning discriminative local contexts for person re-identification in vehicle surveillance scenarios	1
Spatio-temporal SiamFC: per-clip visual tracking with siamese non-local 3D convolutional networks and multi-template updating	1
Gram regularization for sparse and disentangled representation	1
Context-aware focal alignment network for micro-video multi-label classification	1
Metric learning for recommendation with conditional generative adversarial networks based hard negative samples	1
Deep learning for location prediction on noisy trajectories	1
Kfd-net: a knowledge fusion decision method for post-processing brain glioma MRI segmentation	1
Bilingual text detection from natural scene images using faster R-CNN and extended histogram of oriented gradients	1
WSA-YOLOv5s: improved YOLOv5s based on window self-attention module for ship detection	1
Infrared and visible image fusion via multi-scale multi-layer rolling guidance filter	1
Contextual xLSTM-based multimodal fusion for conversational emotion recognition	1
Instance hardness and multivariate Gaussian distribution-based oversampling technique for imbalance classification	1
EMTNet: efficient mobile transformer network for real-time monocular depth estimation	1
LineSeg: line segmentation of scanned newspaper documents	1
MAC: a meta-learning approach for feature learning and recombination	1
Steel surface defect detection based on sparse global attention transformer	1
Anomalous human activity detection in videos using Bag-of-Adapted-Models-based representation	1
Correlation-based and content-enhanced network for video style transfer	1
Multi-task model with attribute-specific heads for person re-identification	1
Arctangent entropy: a new fast threshold segmentation entropy for light colored character image on semiconductor chip surface	1
Multi-resolution dictionary collaborative representation for face recognition	1
Contour-Aware contrastive learning for 3D knee segmentation from MR images	1
Script identification of ancient books by Chinese ethnic minorities using multi-branch DCNN and SPP	1