Pattern Analysis and Applications

Article	Citations
Dynamic prototype-guided structural information maintaining for unsupervised domain adaptation	1107
PCDPose: enhancing the lightweight 2D human pose estimation model with pose-enhancing attention and context broadcasting	52
A semi-supervised hierarchical classifier based on local information	45
Deep Fuzzy SegNet-based lung nodule segmentation and optimized deep learning for lung cancer detection	42
Enhanced deep-joint segmentation with deep learning networks of glioma tumor for multi-grade classification using MR images	37
Analysing the patterns of spatial contrast discontinuities in natural images for robust edge detection	32
Testing the randomness of shares in color visual cryptography	28
Finger knuckle pattern person authentication system based on monogenic and LPQ features	24
Multiple Regularization and Analysis of Deep Capsule Network	23
Correction to: Action recognition by key trajectories	23
Saliency detection based on hybrid artificial bee colony and firefly optimization	22
Iterative feature refinement with network-driven prior for image restoration	22
Segmentation of breast lesion in DCE-MRI by multi-level thresholding using sine cosine algorithm with quasi opposition-based learning	20
An improved frequent pattern tree: the child structured frequent pattern tree CSFP-tree	18
Hybrid two-stage cascade for instance segmentation of overlapping objects	12
Weighted edit distance optimized using genetic algorithm for SMILES-based compound similarity	12
A novel video saliency estimation method in the compressed domain	12
Consistent auto-weighted multi-view subspace clustering	12
Multi-view clustering indicator learning with scaled similarity	12
Instance hardness and multivariate Gaussian distribution-based oversampling technique for imbalance classification	12
Deep neural networks for rank-consistent ordinal regression based on conditional probabilities	11
Detecting dynamic patterns in dynamic graphs using subgraph isomorphism	10
A weakly supervised end-to-end framework for semantic segmentation of cancerous area in whole slide image	9
Wise-SrNet: a novel architecture for enhancing image classification by learning spatial resolution of feature maps	9
A deep learning approach to censored regression	9

DWT-CompCNN: deep image classification network for high throughput JPEG 2000 compressed documents	9
A detection method for occluded and overlapped apples under close-range targets	9
Tiny polyp detection from endoscopic video frames using vision transformers	8
Hidden Markov models with multivariate bounded asymmetric student’s t-mixture model emissions	8
A spatio-temporal binary grid-based clustering model for seismicity analysis	8
Hierarchical contrastive learning and color standardization for single image sand-dust removal	8
Digital fingerprint indexing using synthetic binary indexes	8
Instruction-aligned hierarchical waypoint planner for vision-and-language navigation in continuous environments	8
Attention-based supervised contrastive learning on fine-grained image classification	8
Unsupervised multimodal learning for image-text relation classification in tweets	8
How to track and segment fish without human annotations: a self-supervised deep learning approach	8
EdgeFormer: local patch-based edge detection transformer on point clouds	8
STBA: span-based tagging scheme with biaffine attention for enhanced aspect sentiment triplet extraction	8
Graph-based fine-grained model selection for multi-source domain	8
Subdomain adaptation via correlation alignment with entropy minimization for unsupervised domain adaptation	7
A single-shot model for traffic-related pedestrian detection	7
LMFR-Net: lightweight multi-scale feature refinement network for retinal vessel segmentation	7
Infrared and visible image fusion via multi-scale multi-layer rolling guidance filter	7
MSFM-UNET: enhancing medical image segmentation with multi-scale and multi-view frequency fusion	7
A spatio-temporal model for violence detection based on spatial and temporal attention modules and 2D CNNs	7
Bidirectional spatio-temporal generative adversarial network for video super-resolution	7
Self-weighted subspace clustering via adaptive rank constrained graph embedding	6
K-BEST subspace clustering: kernel-friendly block-diagonal embedded and similarity-preserving transformed subspace clustering	6
SSD based on contour–material level for domain adaptation	6
TabMixer: advancing tabular data analysis with an enhanced MLP-mixer approach	6
Unsupervised group-based crowd dynamic behavior detection and tracking in online video sequences	6
NSIWD: new statistical image watermark detector	6
Spoken language understanding via graph contrastive learning on the context-aware graph convolutional network	6
A Novel Bayesian probabilistic distance clustering algorithm	6
Aka-Net: anchor free-based object detection network for surveillance video transmission in the IOT edge computing environment	6
Discriminative binary pattern descriptor for face recognition	6
A novel model for fall detection and action recognition combined lightweight 3D-CNN and convolutional LSTM networks	5
Steel surface defect detection based on sparse global attention transformer	5
Guest Editorial: Special issue on computer vision and machine learning for healthcare applications	5
Interactive image segmentation combining global seeding and sparse local reconstruction	5
Structured regularization with object size selection using mathematical morphology	5
Texture-driven pose-guided human image synthesis	5
Deep spatial and tonal data optimisation for homogeneous diffusion inpainting	5
A fast consistent grid-based clustering algorithm	5
LineSeg: line segmentation of scanned newspaper documents	5
Context-aware focal alignment network for micro-video multi-label classification	5
Uieanything: zero-shot underwater image enhancement via advanced depth estimation, white balance models, and improved sea-thru	5
Regularized denoising latent subspace based linear regression for image classification	5
A Semi-supervised crowd counting method based on patch crowds statistics	5
Multimodal biometric crypto system for human authentication using ear and palm print	5
Correlation-based and content-enhanced network for video style transfer	5
CInf-FS$$_S$$: an efficient infinite feature selection method using K-means clustering to partition large feature spaces	5
A local mean-based distance measure for spectral clustering	5
Chinese font migration combining local and global features learning	4
Grafted and vanishing random subspaces	4

A new approach for $$H_{\infty }$$ deconvolution filtering of 2D systems described by the Fornasini–Marchesini and discrete moments	4
The object migration automata: its field, scope, applications, and future research challenges	4
DStab: estimating clustering quality by distance stability	4
Segmenting large historical notarial manuscripts into multi-page deeds	4
Novel color image steganalysis method based on RGB channel empirical modes to expose stego images with diverse payloads	4
Edge detection and characterization of digitized images	4
An improved small object detection method based on Yolo V3	4
EEG-based emotion recognition with cascaded convolutional recurrent neural networks	4
Proposing a new local density estimation outlier detection algorithm: an empirical case study on flow pattern experiments	4
Script identification of ancient books by Chinese ethnic minorities using multi-branch DCNN and SPP	4
Spatial–Temporal gated graph attention network for skeleton-based action recognition	4
Body landmark detection with an extremely small dataset using transfer learning	4
Deep learning-based cutting force prediction for machining process using monitoring data	4
Threshold prediction for detecting rare positive samples using a meta-learner	4
On error reduction by the symmetric rejection method in multi-stage biometric verification systems	4
Adaptive target tracking based on channel attention and multi-hierarchical convolutional features	4
An outstanding adaptive multi-feature fusion YOLOv3 algorithm for the small target detection in remote sensing images	4
Hybrid domain adaptation for sensor-based human activity recognition in a heterogeneous setup with feature commonalities	4
Adaptive spectral graph wavelets for collaborative filtering	4
TSRN: two-stage refinement network for temporal action segmentation	4
Degraded document image preprocessing using local adaptive sharpening and illumination compensation	4
Image interpolation based on 2D-DWT and HDP-HMM	3
A new diffusion method for blind image denoising	3
CP decomposition-based algorithms for completion problem of motion capture data	3
Boosting person ReID feature extraction via dynamic convolution	3
Proxemics-net++: classification of human interactions in still images	3
Adaptive frequency-based fully hyperbolic graph neural networks	3
$$\mathcal{L}\mathcal{O}^2$$net: Global–Local Semantics Coupled Network for scene-specific video foreground extraction with less supervision	3
Big topic modeling based on a two-level hierarchical latent Beta-Liouville allocation for large-scale data and parameter streaming	3
Directional filter bank-based fingerprint image quality	3
Graphfingerprint: graph embedding of graphs with almost constant sub-structures	3
Spatio-temporal SiamFC: per-clip visual tracking with siamese non-local 3D convolutional networks and multi-template updating	3
Causal generative explainers using counterfactual inference: a case study on the Morpho-MNIST dataset	3
3D orientation field transform	3
An improved classification diagnosis approach for cervical images based on deep neural networks	3
Applying unsupervised keyphrase methods on concepts extracted from discharge sheets	3
FBRNet: a feature fusion and border refinement network for real-time semantic segmentation	3
Complex event recognition and anomaly detection with event behavior model	3
Methods for calculating gliding-box lacunarity efficiently on large datasets	3
Improving distantly supervised named entity recognition by emphasizing uncertain examples	3
Advanced pseudo-labeling approach in mixing-based text data augmentation method	3
CSMF-SPC: Multimodal Sentiment Analysis Model with Effective Context Semantic Modality Fusion and Sentiment Polarity Correction	3
UR-YOLO: an urban road small object detection algorithm	3
A semantic-aware monocular projection model for accurate pose measurement	3
K-homogeneous nearest neighbor-driven discriminant graph coupled nonnegative matrix factorization for low-resolution image recognition	3
A novel Venus’ visible image processing neoteric workflow for improved planetary surface feature analysis	3
PMG-DETR: fast convergence of DETR with position-sensitive multi-scale attention and grouped queries	3
Spatio-temporal trajectory data modeling for fishing gear classification	3
Smoking-YOLOv8: a novel smoking detection algorithm for chemical plant personnel	3
One new family of smooth semi-supervised support vector classifier based on Fourier series approximation technique	3
A novel fusion approach with a robust ParallelNet model for diabetic retinopathy diagnosis	2
On measuring and employing texture directionality for image classification	2
A new method for tuning the CNN pre-trained models as a feature extractor for malware detection	2
Guest Editorial: Special issue on IbPRIA 2023	2
Multi-state perception consistency constraints network for person re-identification	2
A Judicious way to restore random impulse noise using iterative weighted total variation diffusion technique	2
Balanced clustering contrastive learning for long-tailed visual recognition	2
Saliency information and mosaic based data augmentation method for densely occluded object recognition	2
Latent sparse subspace learning and visual domain classification via balanced distribution alignment and Hilbert–Schmidt metric	2
EMTNet: efficient mobile transformer network for real-time monocular depth estimation	2
Multi-task model with attribute-specific heads for person re-identification	2
A visual tool for monitoring and detecting anomalies in robot performance	2
Arctangent entropy: a new fast threshold segmentation entropy for light colored character image on semiconductor chip surface	2
MSDBPN: multi-column smoothed dilated convolution based back projection network for stereo image super-resolution	2
Harmonic image inpainting using the charge simulation method	2
A hybrid reciprocal model of PCA and K-means with an innovative approach of considering sub-datasets for the improvement of K-means initialization and step-by-step labeling to create clusters with hig	2
Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition	2
Feature selection using adaptive manta ray foraging optimization for brain tumor classification	2
Bidirectional feature fusion via cross-attention transformer for chrysanthemum classification	2
MSU-Net: the multi-scale supervised U-Net for image splicing forgery localization	2
PSFE-YOLO: a traffic sign detection algorithm with pixel-wise spatial feature enhancement	2
Optimization of dynamic bi-clustering based on improved genetic algorithm for microarray data	2
Remote sensing image change detection network with multi-scale feature information mining and fusion	2
Semi-supervised learning with Deep Laplacian Support Vector Machine	2
Class preserving projections and data augmentation for appearance-based face recognition	2
Pain detection from facial expressions using domain adaptation technique	2
Improved swarm-optimization-based filter-wrapper gene selection from microarray data for gene expression tumor classification	2
MSFFNet: multi-scale feature fusion network with semantic optimization for crowd counting	2
Single-stage convolutional neural radiance fields	2
Learning discriminative local contexts for person re-identification in vehicle surveillance scenarios	2

MFA U-Net: a U-Net like multi-stage feature analysis network for medical image segmentation	2
MAC: a meta-learning approach for feature learning and recombination	2
Enhancing semantic audio-visual representation learning with supervised multi-scale attention	2
Parallel matrix factorization-based collaborative sparsity and smooth prior for estimating missing values in multidimensional data	2
Enhanced Bayesian Gaussian hidden Markov mixture clustering for improved knowledge discovery	2
SSGNet: semi-supervised multi-path grid network for diagnosing melanoma	2
Utilize trajectory information for small target classification	2
Leveraging two-level deep learning classifiers for 2D shape recognition to automatically solve geometry math word problems	2
A robust approach for outlier detection based on the ratio of number of reverse neighbors to neighbors	2
Correction to: FBRNet: a feature fusion and border refinement network for real-time semantic segmentation	2
UMAM-NET: ultrasound thyroid nodule malignancy grading network based on multi-subnet attention mechanism	2
Exploiting optimized forgery representation space for general fake face detection	2
An adaptive method for Chinese new word detection based on hypothesis testing	2
Novel construction methods for picture fuzzy divergence measures with applications in pattern recognition, MADM, and clustering analysis	2
MSGGSA: a multi-strategy-guided gravitational search algorithm for gene selection in cancer classification	2
CABF-YOLO: a precise and efficient deep learning method for defect detection on strip steel surface	2
Plant leaf image segmentation in natural scenes: a multi-layer graph queries propagation approach	1
LBP and CNN feature fusion for face anti-spoofing	1
Accelerated multi-kernel sparse stochastic optimization classifier algorithm for explainable prediction	1
TRFH: towards real-time face detection and head pose estimation	1
Information theory divergences in principal component analysis	1
Vehicle and license plate recognition with novel dataset for toll collection	1
Bel: Batch Equalization Loss for scene graph generation	1
Dynamic metric memory network for long-term tracking with spatial-temporal region proposal method	1
ViT-PGC: vision transformer for pedestrian gender classification on small-size dataset	1
Maxmin distance sort heuristic-based initial centroid method of partitional clustering for big data mining	1
Learning automata-based partitioning algorithms for stochastic grouping problems with non-equal partition sizes	1
Structured classifier-based dictionary pair learning for pattern classification	1
Automatic clustering based on dynamic parameters harmony search optimization algorithm	1
Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images	1
Explainable image classification with evidence counterfactual	1
AF-DETR: efficient UAV small object detector via Assemble-and-Fusion mechanism	1
Influence of heterogeneous edge weights on assortative mixing patterns in military personnel networks	1
Multi-scale spatial–temporal convolutional neural network for skeleton-based action recognition	1
Improved barnacles mating optimizer algorithm for feature selection and support vector machine optimization	1
MFDiff: multiscale feature diffusion model for segmentation of 3D intracranial aneurysm from CT images	1
Demsasa: micro-video scene classification based on denoising multi-shots association self-attention	1
Gram regularization for sparse and disentangled representation	1
Depth and edge auxiliary learning for still image crowd density estimation	1
Recognition of overlapping elliptical objects in a binary image	1
SRU-Net: a novel spatiotemporal attention network for sclera segmentation and recognition	1
Automatic detection of coronavirus disease (COVID-19) using X-ray images and deep convolutional neural networks	1
Local complex features learned by randomized neural networks for texture analysis	1
Multi-resolution dictionary collaborative representation for face recognition	1
Nonparametric K-means clustering-based adaptive unsupervised colour image segmentation	1
Outlier removal in biomaterial image segmentations using a non-stationary Bayesian learning	1
Multiple kernel k-means clustering with block diagonal property	1
Fuzzy kernel K-medoids clustering algorithm for uncertain data objects	1
Dual autoencoder based zero shot learning in special domain	1
Deep Bharatanatyam pose recognition: a wavelet multi head progressive attention	1
fGAAM: A fast and resizable genetic algorithm with aggressive mutation for feature selection	1
An improved nearest neighbour classifier	1
Adaptive aquila optimizer for centralized mapping and exploration	1
MSRT: multi-scale representation transformer for regression-based human pose estimation	1
Few-shot learning for COVID-19 chest X-ray classification with imbalanced data: an inter vs. intra domain study	1
Weighted least squares twin support vector machine based on density peaks	1
A hybrid loss balancing algorithm based on gradient equilibrium and sample loss for understanding of road scenes at basic-level	1
WSA-YOLOv5s: improved YOLOv5s based on window self-attention module for ship detection	1
Appropriateness of distances in nearest neighbour classification: a monometric perspective	1
Source screen identification using difference image mask obtained from images recaptured through screenshots based on spatial rich features	1
A deep graph kernel-based time series classification algorithm	1
A light-weight backbone to adapt with extracting grouped dilation features	1
Shape completion using orthogonal views through a multi-input–output network	1
Computer-aided diagnosis of Alzheimer’s disease and neurocognitive disorders with multimodal Bi-Vision Transformer (BiViT)	1
Anomalous human activity detection in videos using Bag-of-Adapted-Models-based representation	1
Tsi-cnn-net: truly shift-invariant convolutional neural network for Indian sign language recognition system	1
Semi-supervised fuzzy broad learning system based on mean-teacher model	1
Fully automated age-weighted expression classification using real and apparent age	1
A new multidimensional discriminant representation for robust person re-identification	1
Dual model knowledge distillation for industrial anomaly detection	1
Deep learning for location prediction on noisy trajectories	1
Spatial–temporal attention with graph and general neural network-based sign language recognition	1
A novel clustering algorithm by adaptively merging sub-clusters based on the Normal-neighbor and Merging force	1
Variational inference based adversarial domain adaptation	1
A robust 3D unique descriptor for 3D object detection	1
Adaptive deep CNN: an effective Alzheimer’s affected MRI image registration using heuristic-aided deep learning model and patch-based level fusion	1
Study of distinguishable method for mixed images with similar background	1
CrackYOLO: towards efficient dam crack detection for underwater scenes	1
Multitask learning of adversarial-contrastive graph for recommendation	1
An approach to improve SSD through mask prediction of multi-scale feature maps	1