Pattern Analysis and Applications

Article	Citations
Attention-based supervised contrastive learning on fine-grained image classification	77
Animal re-identification in video through track clustering	49
Affective annotation of videos from EEG-based crowdsourcing	45
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	36
FORT-RAJ: a fisheye-optimized deep learning model for real-time trajectory prediction	30
Structured regularization with object size selection using mathematical morphology	30
Multicriteria decision making analysis based on Fermatean fuzzy distance measure and entropy measure with application in COVID-19	24
MSFM-UNET: enhancing medical image segmentation with multi-scale and multi-view frequency fusion	23
An outstanding adaptive multi-feature fusion YOLOv3 algorithm for the small target detection in remote sensing images	21
DermoMamba: a cross-scale Mamba-based model with guide fusion loss for skin lesion segmentation in dermoscopy images	17
FBRNet: a feature fusion and border refinement network for real-time semantic segmentation	17
Multimodal biometric crypto system for human authentication using ear and palm print	15
Interactive image segmentation combining global seeding and sparse local reconstruction	14
Body landmark detection with an extremely small dataset using transfer learning	14
Ghost-HRNet: a lightweight high-resolution network for efficient human pose estimation with enhanced multi-scale feature fusion	14
CP decomposition-based algorithms for completion problem of motion capture data	14
A semantic-aware monocular projection model for accurate pose measurement	14
Big topic modeling based on a two-level hierarchical latent Beta-Liouville allocation for large-scale data and parameter streaming	13
Enhanced Bayesian Gaussian hidden Markov mixture clustering for improved knowledge discovery	12
Improving distantly supervised named entity recognition by emphasizing uncertain examples	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
Single-stage convolutional neural radiance fields	12
Learning automata-based partitioning algorithms for stochastic grouping problems with non-equal partition sizes	11

Saliency information and mosaic based data augmentation method for densely occluded object recognition	11
NEONATE: a bi-directional search strategy for non-overlapping pattern matching with gap constraint	10
An adaptive method for Chinese new word detection based on hypothesis testing	10
Appropriateness of distances in nearest neighbour classification: a monometric perspective	10
Dual model knowledge distillation for industrial anomaly detection	10
Adversarial translucent patch: a robust physical attack technique against object detectors	10
ViTGuard: a synergistic approach to malware detection using vision transformers and genetic algorithms optimization	10
Demsasa: micro-video scene classification based on denoising multi-shots association self-attention	10
Leveraging two-level deep learning classifiers for 2D shape recognition to automatically solve geometry math word problems	9
Enhancing part-based gait recognition via ensemble learning and feature fusion	9
Unified semantic annotation of vessel behaviors via embeddings on topic model	9
A light-weight backbone to adapt with extracting grouped dilation features	9
A new multidimensional discriminant representation for robust person re-identification	9
Vehicle and license plate recognition with novel dataset for toll collection	9
Multiple kernel k-means clustering with block diagonal property	9
SRU-Net: a novel spatiotemporal attention network for sclera segmentation and recognition	9
Spatial–temporal attention with graph and general neural network-based sign language recognition	9
Multiscope topology learning with conditional updating for airway segmentation	8
An improved nearest neighbour classifier	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
Source screen identification using difference image mask obtained from images recaptured through screenshots based on spatial rich features	8
FedPG: a privacy-friendly and universal method for solving non-IID data in federated learning	8
Body condition scoring network based on improved YOLOX	7
Using attention LSGB network for facial expression recognition	7
SMRU-Net: skin disease image segmentation using channel-space separate attention with depthwise separable convolutions	7
High-recall calibration monitoring for stereo cameras	7
Deep neural network watermarking based on a reversible image hiding network	7
BNPSIW: BRBS-based NSST-PZMs domain statistical image watermarking	6
Occluded person re-identification based on embedded graph matching network for contrastive feature relation	6
Dual image-based reversible fragile watermarking scheme for tamper detection and localization	6
Fine grained dual level attention mechanisms with spacial context information fusion for object detection	6
Intrinsic K-means clustering over homogeneous manifolds	6
Exponential filtering technique for Euclidean norm-regularized extreme learning machines	6
Small object detection based on YOLOv8 in UAV perspective	6
HSWmark: Robust and reversible image watermarking with improved capacity using Quad-tree segmentation	6
SE-MD: a single-encoder multiple-decoder deep network for point cloud reconstruction from 2D images	6
Complex image inpainting of cultural relics integrating multi-stage structural features and spatial textures	6
Strengthen contrastive semantic consistency for fine-grained image classification	6
Fedpartwhole: federated domain generalization via consistent part-whole hierarchies	6
DDNSR: a dual-input degradation network for real-world super-resolution	6
Segmentation based 6D pose estimation using integrated shape pattern and RGB information	6
2D MRI registration using glowworm swarm optimization with partial opposition-based learning for brain tumor progression	6
Effective dual stage fusion model for single image dehazing	6
Epileptic EEG signal classification using an improved VMD-based convolutional stacked autoencoder	6
A local mean-based distance measure for spectral clustering	5
Instruction-aligned hierarchical waypoint planner for vision-and-language navigation in continuous environments	5
Bidirectional spatio-temporal generative adversarial network for video super-resolution	5
A multi-metric small sphere large margin method for classification	5
Lsf-rdd: a local sensing feature network for road damage detection	5

Nonlinear dimensionality reduction with q-Gaussian distribution	5
Texture-driven pose-guided human image synthesis	5
Saliency detection based on hybrid artificial bee colony and firefly optimization	5
Spoken language understanding via graph contrastive learning on the context-aware graph convolutional network	5
Diverse embeddings learning for multi-view clustering	5
A fast and accurate 3D lung tumor segmentation algorithm	5
Visual attention-based deepfake video forgery detection	5
Uieanything: zero-shot underwater image enhancement via advanced depth estimation, white balance models, and improved sea-thru	5
A multimodal fusion-based deep learning framework combined with keyframe extraction and spatial and channel attention for group emotion recognition from videos	5
Weighted edit distance optimized using genetic algorithm for SMILES-based compound similarity	5
Cotton crop classification using satellite images with score level fusion based hybrid model	5
A dual encoder DAE neural network for imbalanced binary classification based on NSGA-III and GAN	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
Real-time person re-identification and tracking on edge devices with distributed optimization	4
Pain detection from facial expressions using domain adaptation technique	4
Exploiting optimized forgery representation space for general fake face detection	4
TSRN: two-stage refinement network for temporal action segmentation	4
K-homogeneous nearest neighbor-driven discriminant graph coupled nonnegative matrix factorization for low-resolution image recognition	4
A Semi-supervised crowd counting method based on patch crowds statistics	4
Grafted and vanishing random subspaces	4
Deep neural networks for rank-consistent ordinal regression based on conditional probabilities	4
Statistical framework for butterfly species recognition using raw spatio-hyperspectral images	4
Privacy-preserving people detection in the wild	4
Aka-Net: anchor free-based object detection network for surveillance video transmission in the IOT edge computing environment	4
PointFEA: beyond simple points, unveiling the power of raw positional features	4
Affine locality-sensitive nonnegative representation based image classification	4
Structured classifier-based dictionary pair learning for pattern classification	4
AF-DETR: efficient UAV small object detector via Assemble-and-Fusion mechanism	4
An efficient framework for text-to-image retrieval using complete feature aggregation and cross-knowledge conversion	4
A Judicious way to restore random impulse noise using iterative weighted total variation diffusion technique	4
An improved classification diagnosis approach for cervical images based on deep neural networks	4
Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition	4
Modeling hierarchical functional brain networks via $$\:{\mathbf{L}}_{2}$$-normalized attention fully convolutional recurrent autoencoder for multi-task fMRI data	4
Tiny polyp detection from endoscopic video frames using vision transformers	4
TabMixer: advancing tabular data analysis with an enhanced MLP-mixer approach	4
Enhancing video salient object detection via SAM-based multimodal energy prompting	4
LTGS: an optical remote sensing tiny ship detection model	4
MDUA-YOLO: an advanced deep learning approach for PCB surface defect detection	4
A deep graph kernel-based time series classification algorithm	4
Latent sparse subspace learning and visual domain classification via balanced distribution alignment and Hilbert–Schmidt metric	4
A fast consistent grid-based clustering algorithm	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
LMFR-Net: lightweight multi-scale feature refinement network for retinal vessel segmentation	4
A semi-supervised hierarchical classifier based on local information	4
Guest editorial: special issue on pedestrian attribute recognition and person re-identification	4
Localised ensemble learning (LEL) – a localised approach to class imbalance	4
DPPCN: density and position-based point convolution network for point cloud segmentation	3
Deep hashing with prototype-aware hardness-weighted for supervised cross-modal retrieval	3
Global point cloud registration network for large transformations	3
Subject-independent multi-channel voting for EEG-based emotion recognition using wavelet scattering deep network and advanced signal metrics	3
Accumulating global channel-wise patterns via deformed-bottleneck recalibration for image classification	3
An effective DeepWINet CNN model for off-line text-independent writer identification	3
Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation	3
MSDBPN: multi-column smoothed dilated convolution based back projection network for stereo image super-resolution	3
Dynamic metric memory network for long-term tracking with spatial-temporal region proposal method	3
Cross-attention-based hybrid ViT-CNN fusion network for action recognition in visible and infrared videos	3
An alignment-free non-invertible transformation-based method for generating the cancellable fingerprint template	3
Learning a geometric deep representation to classify Parkinson smooth pursuit patterns	3
Improved multi object tracking with locality sensitive hashing	3
One-dimensional matrix-product neural networks	3
EdgeNet: a low-power image recognition model based on small sample information	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
An efficient clustering algorithm based on searching popularity peaks	3
Explainable image classification with evidence counterfactual	3
Adaptive graph learning for enhanced incomplete multi-view clustering	3
Hierarchical global and local transformer for pain estimation with facial expression videos	3
Semi-supervised fuzzy broad learning system based on mean-teacher model	3
Multi-view clustering via diversity induction and multi-layer concept factorization	3
Improved swarm-optimization-based filter-wrapper gene selection from microarray data for gene expression tumor classification	3
CABF-YOLO: a precise and efficient deep learning method for defect detection on strip steel surface	3
Latent block diagonal representation for subspace clustering	3
Feature selection using max dynamic relevancy and min redundancy	3
Expanded relative density peak clustering for image segmentation	3
A self-adaptive graph-based clustering method with noise identification	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
A general Seeds-Counting pipeline using deep-learning model	3
Contrastive dual-branch network for long-tailed visual recognition	3

AdvWave: adversarial examples generation with wavelet feature fusion mechanisms	3
Learning Learning Curves	3
Correction to: Distinguishing between Crohn’s disease and ulcerative colitis using deep learning models with interpretability	3
MSU-Net: the multi-scale supervised U-Net for image splicing forgery localization	3
ViT-PGC: vision transformer for pedestrian gender classification on small-size dataset	3
Multi-scale spatial–temporal convolutional neural network for skeleton-based action recognition	3
Design of convolutional neural network-based layer operator for image denoising using fourth-order PDE	3
Subspace clustering via adaptive-loss regularized representation learning with latent affinities	3
K-BEST subspace clustering: kernel-friendly block-diagonal embedded and similarity-preserving transformed subspace clustering	2
A multiple classifiers system with roulette-based feature subspace selection for one-vs-one scheme	2
3D orientation field transform	2
Starg2n: a spatial-temporal relevance analysis graph neural network for traffic prediction	2
Dynamic prototype-guided structural information maintaining for unsupervised domain adaptation	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
Robustness of unsupervised methods for image surface-anomaly detection	2
Person re-identification in video surveillance systems by feature replacement of occluded parts of human figures	2
A novel two-stage omni-supervised face clustering algorithm	2
Guest Editorial: Special issue on IbPRIA 2023	2
Cross-modal face recognition with illumination-invariant local discrete cosine transform binary pattern (LDCTBP)	2
Reconstructed semantic relative distance and global and local attention fusion network for aspect-based sentiment analysis	2
Semi-supervised transformable architecture search for feature distillation	2
DN3MF: deep neural network for non-negative matrix factorization towards low rank approximation	2
Graphfingerprint: graph embedding of graphs with almost constant sub-structures	2
Detecting interactions using Bayesian additive regression trees	2
Enhanced deep-joint segmentation with deep learning networks of glioma tumor for multi-grade classification using MR images	2
WintN-CSG: a weakly supervised semantic segmentation network based on basic multimodal large-scale pre-trained models	2
Correction to: FBRNet: a feature fusion and border refinement network for real-time semantic segmentation	2
A new multi-feature fusion trajectory prediction method	2
Visual object tracking via adaptive deep feature matching and overlap maximization	2
A robust approach for outlier detection based on the ratio of number of reverse neighbors to neighbors	2
Bel: Batch Equalization Loss for scene graph generation	2
A stacked convolutional neural network framework with multi-scale attention mechanism for text-independent voiceprint recognition	2
A novel Venus’ visible image processing neoteric workflow for improved planetary surface feature analysis	2
Kernelized multi-view graph clustering via graph structure preserving and consensus affinity graph learning	2
Explaining and visualizing black-box models through counterfactual paths	2
Unsupervised multimodal learning for image-text relation classification in tweets	2
Swin transformer with attention mechanism: a novel framework for person re-identification	2
A lightweight weld defect recognition algorithm based on convolutional neural networks	2
Accelerated multi-kernel sparse stochastic optimization classifier algorithm for explainable prediction	2
An intelligent approach using boosted support vector machine based arithmetic optimization algorithm for accurate detection of plant leaf disease	2
Enhancing multi-view deep image clustering via contrastive learning for global and local consistency	2
Content authentication and tampering detection of Arabic text: an approach based on zero-watermarking and natural language processing	2
Quantifying robustness: 3D tree point cloud skeletonization with smart-tree in noisy domains	2
Self-weighted subspace clustering via adaptive rank constrained graph embedding	2
Internal–external networks for image quality improvement	2
Fast maritime horizon line tracking with on-off region-of-interest control	2
Conversion-aware forecasting of Alzheimer’s disease via featurewise attention	2
Edge detection and characterization of digitized images	2
A hybrid loss balancing algorithm based on gradient equilibrium and sample loss for understanding of road scenes at basic-level	2
Redirected transfer learning for robust multi-layer subspace learning	2
Segmenting large historical notarial manuscripts into multi-page deeds	2
Information theory divergences in principal component analysis	2
Multi-stage Bayesian Prototype Refinement with feature weighting for few-shot classification	2
UR-YOLO: an urban road small object detection algorithm	2
A weakly supervised end-to-end framework for semantic segmentation of cancerous area in whole slide image	2
Efficient error minimization in kernel k-means clustering	2
HCT: image super-resolution restoration using hierarchical convolution transformer networks	2
Optimization of dynamic bi-clustering based on improved genetic algorithm for microarray data	2
Distinguishing between Crohn’s disease and ulcerative colitis using deep learning models with interpretability	2
DE-NAF: decoupled neural attenuation fields for sparse-view CBCT reconstruction	2
ST-HViT: spatial-temporal hierarchical vision transformer for action recognition	2
3D hand pose estimation from a single RGB image through semantic decomposition of VAE latent space	2
Image aesthetic assessment with weighted multi-region aggregation based on information theory	2
A novel model for fall detection and action recognition combined lightweight 3D-CNN and convolutional LSTM networks	2
Guest Editorial: Special issue on computer vision and machine learning for healthcare applications	2
Degraded document image preprocessing using local adaptive sharpening and illumination compensation	2
Stgcn-pad: a spatial-temporal graph convolutional network for detecting abnormal pedestrian motion patterns at grade crossings	2
DA-ResNet: dual-stream ResNet with attention mechanism for classroom video summary	2
CSMF-SPC: Multimodal Sentiment Analysis Model with Effective Context Semantic Modality Fusion and Sentiment Polarity Correction	2
Nonlocal ultrasound image despeckling via improved statistics and rank constraint	1
Script identification of ancient books by Chinese ethnic minorities using multi-branch DCNN and SPP	1
Metric learning for recommendation with conditional generative adversarial networks based hard negative samples	1
EdgeFormer: local patch-based edge detection transformer on point clouds	1
Correlation-based and content-enhanced network for video style transfer	1
Discriminative binary pattern descriptor for face recognition	1
Remote sensing image change detection network with multi-scale feature information mining and fusion	1
EEG-based emotion recognition with cascaded convolutional recurrent neural networks	1
Deep learning for location prediction on noisy trajectories	1
A two-phase projective dictionary pair learning-based classification scheme for positive and unlabeled learning	1
Multi-task model with attribute-specific heads for person re-identification	1
A novel hybrid approach for retinal vessel segmentation with dynamic long-range dependency and multi-scale retinal edge fusion enhancement	1
Instance hardness and multivariate Gaussian distribution-based oversampling technique for imbalance classification	1
LineSeg: line segmentation of scanned newspaper documents	1
Spatio-temporal SiamFC: per-clip visual tracking with siamese non-local 3D convolutional networks and multi-template updating	1
EMTNet: efficient mobile transformer network for real-time monocular depth estimation	1
Adaptive frequency-based fully hyperbolic graph neural networks	1
Few-shot segmentation network based on class-aware prototype fusion	1
Personalized federated learning with adaptive aggregation within clusters	1
A hybrid unsupervised-weakly supervised method for video anomaly detection	1
A novel video saliency estimation method in the compressed domain	1
Dile: a distribution-based incremental learning approach	1
Contextual xLSTM-based multimodal fusion for conversational emotion recognition	1
Context-aware focal alignment network for micro-video multi-label classification	1
Steel surface defect detection based on sparse global attention transformer	1
Spatio-temporal trajectory data modeling for fishing gear classification	1