Pattern Analysis and Applications

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
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
A semantic-aware monocular projection model for accurate pose measurement	13
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
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
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
A light-weight backbone to adapt with extracting grouped dilation features	10
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
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
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
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
SMRU-Net: skin disease image segmentation using channel-space separate attention with depthwise separable convolutions	8
An improved nearest neighbour classifier	8
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
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
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
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
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
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
Chinese font migration combining local and global features learning	4
Directional filter bank-based fingerprint image quality	4
A semi-supervised hierarchical classifier based on local information	4
Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition	4
Weighted edit distance optimized using genetic algorithm for SMILES-based compound similarity	4
One new family of smooth semi-supervised support vector classifier based on Fourier series approximation technique	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
K-homogeneous nearest neighbor-driven discriminant graph coupled nonnegative matrix factorization for low-resolution image recognition	4
Latent sparse subspace learning and visual domain classification via balanced distribution alignment and Hilbert–Schmidt metric	4
Privacy-preserving people detection in the wild	4
An improved classification diagnosis approach for cervical images based on deep neural networks	4
Instruction-aligned hierarchical waypoint planner for vision-and-language navigation in continuous environments	4
Proposing a new local density estimation outlier detection algorithm: an empirical case study on flow pattern experiments	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
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
A Judicious way to restore random impulse noise using iterative weighted total variation diffusion technique	4
Dynamic metric memory network for long-term tracking with spatial-temporal region proposal method	4
A fast consistent grid-based clustering algorithm	4
Uieanything: zero-shot underwater image enhancement via advanced depth estimation, white balance models, and improved sea-thru	4
PointFEA: beyond simple points, unveiling the power of raw positional features	4
Saliency detection based on hybrid artificial bee colony and firefly optimization	4
Grafted and vanishing random subspaces	4
TabMixer: advancing tabular data analysis with an enhanced MLP-mixer approach	4
A local mean-based distance measure for spectral clustering	4
Tiny polyp detection from endoscopic video frames using vision transformers	4
TSRN: two-stage refinement network for temporal action segmentation	4
Multi-scale spatial–temporal convolutional neural network for skeleton-based action recognition	3
Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation	3
Learning Learning Curves	3
ViT-PGC: vision transformer for pedestrian gender classification on small-size dataset	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
Explainable image classification with evidence counterfactual	3
An alignment-free non-invertible transformation-based method for generating the cancellable fingerprint template	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
HSIC-based affinity measure for learning on graphs	3
Correction to: Outlier removal in biomaterial image segmentations using a non-stationary Bayesian learning	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
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
ST-HViT: spatial-temporal hierarchical vision transformer for action recognition	2
WintN-CSG: a weakly supervised semantic segmentation network based on basic multimodal large-scale pre-trained models	2
Distinguishing between Crohn’s disease and ulcerative colitis using deep learning models with interpretability	2
Degraded document image preprocessing using local adaptive sharpening and illumination compensation	2
Multimodal temporal machine learning for Bipolar Disorder and Depression Recognition	2
Bel: Batch Equalization Loss for scene graph generation	2
Cross-modal face recognition with illumination-invariant local discrete cosine transform binary pattern (LDCTBP)	2
Optimization of dynamic bi-clustering based on improved genetic algorithm for microarray data	2
Robustness of unsupervised methods for image surface-anomaly detection	2
A novel Venus’ visible image processing neoteric workflow for improved planetary surface feature analysis	2

Content authentication and tampering detection of Arabic text: an approach based on zero-watermarking and natural language processing	2
Redirected transfer learning for robust multi-layer subspace learning	2
HCT: image super-resolution restoration using hierarchical convolution transformer networks	2
Graphfingerprint: graph embedding of graphs with almost constant sub-structures	2
Hierarchical global and local transformer for pain estimation with facial expression videos	2
Self-weighted subspace clustering via adaptive rank constrained graph embedding	2
Enhanced deep-joint segmentation with deep learning networks of glioma tumor for multi-grade classification using MR images	2
Subspace clustering via adaptive-loss regularized representation learning with latent affinities	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
Semi-supervised transformable architecture search for feature distillation	2
Visual object tracking via adaptive deep feature matching and overlap maximization	2
Harnessing emotions for depression detection	2
Conversion-aware forecasting of Alzheimer’s disease via featurewise attention	2
Information theory divergences in principal component analysis	2
DE-NAF: decoupled neural attenuation fields for sparse-view CBCT reconstruction	2
Image aesthetic assessment with weighted multi-region aggregation based on information theory	2
Detecting interactions using Bayesian additive regression trees	2
3D orientation field transform	2
3D hand pose estimation from a single RGB image through semantic decomposition of VAE latent space	2
CSMF-SPC: Multimodal Sentiment Analysis Model with Effective Context Semantic Modality Fusion and Sentiment Polarity Correction	2
DN3MF: deep neural network for non-negative matrix factorization towards low rank approximation	2
Correction to: FBRNet: a feature fusion and border refinement network for real-time semantic segmentation	2
One-dimensional matrix-product neural networks	2
Kernelized multi-view graph clustering via graph structure preserving and consensus affinity graph learning	2
Testing the randomness of shares in color visual cryptography	2
A robust approach for outlier detection based on the ratio of number of reverse neighbors to neighbors	2
DPPCN: density and position-based point convolution network for point cloud segmentation	2
A stacked convolutional neural network framework with multi-scale attention mechanism for text-independent voiceprint recognition	2
An intelligent approach using boosted support vector machine based arithmetic optimization algorithm for accurate detection of plant leaf disease	2
A novel two-stage omni-supervised face clustering algorithm	2
Accelerated multi-kernel sparse stochastic optimization classifier algorithm for explainable prediction	2
DA-ResNet: dual-stream ResNet with attention mechanism for classroom video summary	2
Guest Editorial: Special issue on IbPRIA 2023	2
A multiple classifiers system with roulette-based feature subspace selection for one-vs-one scheme	2
UR-YOLO: an urban road small object detection algorithm	2
A novel model for fall detection and action recognition combined lightweight 3D-CNN and convolutional LSTM networks	2
Segmenting large historical notarial manuscripts into multi-page deeds	2
A lightweight weld defect recognition algorithm based on convolutional neural networks	2
Edge detection and characterization of digitized images	2
An effective DeepWINet CNN model for off-line text-independent writer identification	2
Dynamic prototype-guided structural information maintaining for unsupervised domain adaptation	2
K-BEST subspace clustering: kernel-friendly block-diagonal embedded and similarity-preserving transformed subspace clustering	2
Latent block diagonal representation for subspace clustering	2
A weakly supervised end-to-end framework for semantic segmentation of cancerous area in whole slide image	2
Unsupervised multimodal learning for image-text relation classification in tweets	2
EEG-based emotion recognition with cascaded convolutional recurrent neural networks	1
Script identification of ancient books by Chinese ethnic minorities using multi-branch DCNN and SPP	1
Gram regularization for sparse and disentangled representation	1
Dual autoencoder based zero shot learning in special domain	1
Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images	1
Detection, tracking, and recognition of isolated multi-stroke gesticulated characters	1
Steel surface defect detection based on sparse global attention transformer	1
The improved deep plug-and-play super-resolution with residual-in-residual dense block for arbitrary blur kernels	1
LineSeg: line segmentation of scanned newspaper documents	1
MSRT: multi-scale representation transformer for regression-based human pose estimation	1
A deep learning approach to censored regression	1
ShuffleNeMt: modern lightweight convolutional neural network architecture	1
Quantum convolutional neural network for image classification	1
Deep learning for location prediction on noisy trajectories	1
Discriminative binary pattern descriptor for face recognition	1
Spatio-temporal SiamFC: per-clip visual tracking with siamese non-local 3D convolutional networks and multi-template updating	1
Correlation-based and content-enhanced network for video style transfer	1
SSGNet: semi-supervised multi-path grid network for diagnosing melanoma	1
MAC: a meta-learning approach for feature learning and recombination	1
Anomalous human activity detection in videos using Bag-of-Adapted-Models-based representation	1
A robust 3D unique descriptor for 3D object detection	1
Remote sensing image change detection network with multi-scale feature information mining and fusion	1
DroneRTEF:development of a novel adaptive framework for railroad track extraction in drone images	1
Fedadkd:heterogeneous federated learning via adaptive knowledge distillation	1
A robust method for image stitching	1
A novel video saliency estimation method in the compressed domain	1
The limitations of differentiable architecture search	1
STBA: span-based tagging scheme with biaffine attention for enhanced aspect sentiment triplet extraction	1
3D-Mol: A Novel Contrastive Learning Framework for Molecular Property Prediction with 3D Information	1
Instance hardness and multivariate Gaussian distribution-based oversampling technique for imbalance classification	1
Adaptive frequency-based fully hyperbolic graph neural networks	1
An improved frequent pattern tree: the child structured frequent pattern tree CSFP-tree	1
Context-aware focal alignment network for micro-video multi-label classification	1
NSIWD: new statistical image watermark detector	1
Learning discriminative local contexts for person re-identification in vehicle surveillance scenarios	1
fGAAM: A fast and resizable genetic algorithm with aggressive mutation for feature selection	1
Improving underwater semantic segmentation with underwater image quality attention and muti-scale aggregation attention	1
Domain-free fire detection using the spatial–temporal attention transform of the YOLO backbone	1
EMTNet: efficient mobile transformer network for real-time monocular depth estimation	1
A multimodal deep learning approach for hurricane tack forecast based on encoder-decoder framework	1
Fast facial expression recognition using Boosted Histogram of Oriented Gradient (BHOG) features	1
A novel fully parallel skeletonization algorithm	1
A detection method for occluded and overlapped apples under close-range targets	1
Vehicle object detection method based on candidate region aggregation	1
A Novel Bayesian probabilistic distance clustering algorithm	1
Discriminative estimation of probabilistic context-free grammars for mathematical expression recognition and retrieval	1
Infrared and visible image fusion via multi-scale multi-layer rolling guidance filter	1
Spatio-temporal trajectory data modeling for fishing gear classification	1
EdgeFormer: local patch-based edge detection transformer on point clouds	1