Pattern Recognition

Article	Citations
Semi-supervised extensions of multi-task tree ensembles	346
Superpixel-based multi-scale multi-instance learning for hyperspectral image classification	340
Information-diffused graph tracking with linear complexity	284
Dual relation network for temporal action localization	214
Semantics-enhanced early action detection using dynamic dilated convolution	212
Graph embedding orthogonal decomposition: A synchronous feature selection technique based on collaborative particle swarm optimization	211
Feature selections based on two-type overlap degrees and three-view granulation measures for	197
Cluster prototype earth mover’s distance adapters and alignment-guided prompt learning for vision–language models	192
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	182
ReViT: Enhancing vision transformers feature diversity with attention residual connections	174
Discriminative atoms embedding relation dual network for classification of choroidal neovascularization in OCT images	172
DM-GAN: CNN hybrid vits for training GANs under limited data	163
Self-Training-Transductive-Learning Broad Learning System (STTL-BLS): A model for effective and efficient image classification	158
Back-to-Bones: Rediscovering the role of backbones in domain generalization	152
High-frequency and low-frequency dual-channel graph attention network	151
A restarted large-scale spectral clustering with self-guiding and block diagonal representation	150
Learning disentangled representations for controllable human motion prediction	149
Dirichlet process mixture of Gaussian process functional regressions and its variational EM algorithm	146
Toward a deeper understanding: RetNet viewed through Convolution	145
GHOST: Graph-based higher-order similarity transformation for classification	143
Shadow-aware decomposed transformer network for shadow detection and removal	138
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	135
Heterophily-aware graph attention network	132
Cross-level Feature Aggregation Network for Polyp Segmentation	126
Exemplar-free class incremental learning via discriminative and comparable parallel one-class classifiers	125

A multi-center study of ultrasound images using a fully automated segmentation architecture	122
FGBC: Flexible graph-based balanced classifier for class-imbalanced semi-supervised learning	121
From anomaly detection to open set recognition: Bridging the gap	120
Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network	117
EEG-ConvTransformer for single-trial EEG-based visual stimulus classification	115
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	114
Deep image prior based defense against adversarial examples	114
EdVAE: Mitigating codebook collapse with evidential discrete variational autoencoders	111
ScribbleNet: Efficient interactive annotation of urban city scenes for semantic segmentation	111
Locality preserving projection with symmetric graph embedding for unsupervised dimensionality reduction	110
Discriminative feature alignment: Improving transferability of unsupervised domain adaptation by Gaussian-guided latent alignment	106
Divide well to merge better: A novel clustering algorithm	103
Joint learning of latent subspace and structured graph for multi-view clustering	100
Independent vector analysis: Model, applications, challenges	100
Deep tree-ensembles for multi-output prediction	99
Low-complexity arrays of contour signatures for exact shape retrieval	99
SpatioTemporal focus for skeleton-based action recognition	97
Deep learning-driven diagnosis: A multi-task approach for segmenting stroke and Bell's palsy	96
Deep and wide nonnegative matrix factorization with embedded regularization	96
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	93
Assessment of volumetric dense tissue segmentation in tomosynthesis using deep virtual clinical trials	92
Robust deep fuzzy K-means clustering for image data	91
An efficient training-from-scratch framework with BN-based structural compressor	90
Re-decoupling the classification branch in object detectors for few-class scenes	89
Towards purchase prediction: A transaction-based setting and a graph-based method leveraging price information	89
Conditional information gain networks as sparse mixture of experts	89
A unified perspective of classification-based loss and distance-based loss for cross-view gait recognition	87
Hybrid federated learning with brain-region attention network for multi-center Alzheimer's disease detection	85
Discrete embedding for attributed graphs	85
Beyond OCR + VQA: Towards end-to-end reading and reasoning for robust and accurate textvqa	84
Characters as graphs: Interpretable handwritten Chinese character recognition via Pyramid Graph Transformer	84
Looking beyond input frames: Self-supervised adaptation for video super-resolution	83
Unsupervised domain-adaptive scene-specific pedestrian detection for static video surveillance	83
Unsupervised descriptor selection based meta-learning networks for few-shot classification	82
Knowledge base graph embedding module design for Visual question answering model	81
Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interface	80
Sparse semi-supervised heterogeneous interbattery bayesian analysis	78
Normalized edge convolutional networks for skeleton-based hand gesture recognition	78
Rapid construction of 4D high-quality microstructural image for cement hydration using partial information registration	77
Heterogeneous network representation learning based on role feature extraction	77
The trace kernel bandwidth criterion for support vector data description	76
Hyperspectral subpixel target detection based on interaction subspace model	75
Explaining the semantics capturing capability of scene graph generation models	74
Multi-scale structural kernel representation for object detection	73
ANCES: A novel method to repair attribute noise in classification problems	72
CS-net: Conv-simpleformer network for agricultural image segmentation	71
Distribution alignment for cross-device palmprint recognition	71
3D hand pose and shape estimation from RGB images for keypoint-based hand gesture recognition	70
Image stitching based on angle-consistent warping	70
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	70

Improving generalized zero-shot learning via cluster-based semantic disentangling representation	69
DSCA: A Dual Semantic Correlation Alignment Method for domain adaptation object detection	68
3D human pose estimation with single image and inertial measurement unit (IMU) sequence	68
Improving deep learning on point cloud by maximizing mutual information across layers	68
Attention regularized semi-supervised learning with class-ambiguous data for image classification	68
Data-attention-YOLO (DAY): A comprehensive framework for mesoscale eddy identification	67
RA-YOLOX: Re-parameterization align decoupled head and novel label assignment scheme based on YOLOX	67
Covered Style Mining via Generative Adversarial Networks for Face Anti-spoofing	66
Robust multi-feature collective non-negative matrix factorization for ECG biometrics	66
Weakly Supervised Instance Segmentation via Category-aware Centerness Learning with Localization Supervision	66
Inter-domain mixup for semi-supervised domain adaptation	65
LCReg: Long-tailed image classification with Latent Categories based Recognition	65
Feature-semantic augmentation network for few-shot open-set recognition	65
Dynamic selection for reconstructing instance-dependent noisy labels	65
Hyper-sausage coverage function neuron model and learning algorithm for image classification	65
Phase Randomization: A data augmentation for domain adaptation in human action recognition	65
Synthetic unknown class learning for learning unknowns	65
A generalized multi-aspect distance metric for mixed-type data clustering	65
Deep representation learning for domain generalization with information bottleneck principle	64
MinEnt: Minimum entropy for self-supervised representation learning	64
Attentional prototype inference for few-shot segmentation	64
Learning Foreground Information Bottleneck for few-shot semantic segmentation	64
ConvGeN: A convex space learning approach for deep-generative oversampling and imbalanced classification of small tabular datasets	63
A Lie group kernel learning method for medical image classification	63
Image-to-video person re-identification using three-dimensional semantic appearance alignment and cross-modal interactive learning	63
Privileged multi-task learning for attribute-aware aesthetic assessment	63
Adaptive spatial-temporal surrounding-aware correlation filter tracking via ensemble learning	62
Community detection in the stochastic block model by mixed integer programming	62
Transformed domain convolutional neural network for Alzheimer's disease diagnosis using structural MRI	61
Heterogeneous representation learning and matching for few-shot relation prediction	61
Refining a k-nearest neighbor graph for a computationally efficient spectral clustering	60
Do deep neural networks contribute to multivariate time series anomaly detection?	60
Multi-View correlation distillation for incremental object detection	60
A branch and bound irredundant graph algorithm for large-scale MLCS problems	59
FleBiC: Learning classifiers from high-dimensional biomedical data using discriminative biclusters with non-constant patterns	59
Temporal sparse adversarial attack on sequence-based gait recognition	59
DIODE: Dilatable Incremental Object Detection	59
An accurate stereo matching method based on color segments and edges	59
Crossover-Net: Leveraging vertical-horizontal crossover relation for robust medical image segmentation	59
Residual shape adaptive dense-nested Unet: Redesign the long lateral skip connections for metal surface tiny defect inspection	58
Mutual Domain Adaptation	58
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs	57
Two phase cooperative learning for supervised dimensionality reduction	57
Improved channel attention methods via hierarchical pooling and reducing information loss	57
Meta-learning for dynamic tuning of active learning on stream classification	56
FoCL: Feature-oriented continual learning for generative models	55
Robust face alignment by dual-attentional spatial-aware capsule networks	55
Support subsets estimation for support vector machines retraining	54
SurvivalLVQ: Interpretable supervised clustering and prediction in survival analysis via Learning Vector Quantization	54
Graph regularization multidimensional projection	53
Semantic clustering based deduction learning for image recognition and classification	52
Multi-scale deep relational reasoning for facial kinship verification	52
An encoded histogram of ridge bifurcations and contours for fingerprint presentation attack detection	52
Joint architecture and knowledge distillation in CNN for Chinese text recognition	52
Rule extraction with guarantees from regression models	52
GA3N: Generative adversarial AutoAugment network	52
Arbitrary-view human action recognition via novel-view action generation	51
Security and privacy enhanced smartphone-based gait authentication with random representation learning and digital lockers	51
Constrained mutual convex cone method for image set based recognition	51
A consistent and flexible framework for deep matrix factorizations	51
Clustering experience replay for the effective exploitation in reinforcement learning	51
A Sparse Local Binary Pattern extraction algorithm applied to event sensor data for object classification	50
A near effective and efficient model in recognition	50
Editorial Board	50
Fast algorithms for incremental and decremental semi-supervised discriminant analysis	50
Controllable Image Generation with Semi-supervised Deep Learning and Deformable-Mean-Template Based Geometry-Appearance Disentanglement	50
Two-stage adaptive random Fourier sampling method for image reconstruction	50
Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic	50
Efficient COVID-19 testing via contextual model based compressive sensing	50
YOLO-Anti: YOLO-based counterattack model for unseen congested object detection	50
Hierarchical image-to-image translation with nested distributions modeling	49
Structure correspondence searching of CAD model using local feature-based description and indexing	49
Reconstruction of fragmented trajectories of collective motion using Hadamard deep autoencoders	49
Conditional reiterative High-Fidelity GAN inversion for image editing	49
Mitigating the effect of dataset shift in clustering	49
A Fast Multi-Network K-Dependence Bayesian Classifier for Continuous Features	48
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	48
A hierarchical model for learning to understand head gesture videos	48
Editorial Board	48
Poisson kernel: Avoiding self-smoothing in graph convolutional networks	48

Scalable and accurate subsequence transform for time series classification	48
Learning interlaced sparse Sinkhorn matching network for video super-resolution	47
Sketches by MoSSaRT: Representative selection from manifolds with gross sparse corruptions	47
A new image decomposition approach using pixel-wise analysis sparsity model	47
Efficient high-resolution template matching with vector quantized nearest neighbour fields	47
3D hand pose estimation from a single RGB image by weighting the occlusion and classification	47
Split ‘n’ merge net: A dynamic masking network for multi-task attention	46
Editorial Board	46
Discriminative shared transform learning for sketch to image matching	46
Hierarchical distillation learning for scalable person search	46
Large motion anime head animation using a cascade pose transform network	46
Iterative brain tumor retrieval for MR images based on user’s intention model	45
Distributional barycenter problem through data-driven flows	45
CR-GAN: Automatic craniofacial reconstruction for personal identification	45
Instance exploitation for learning temporary concepts from sparsely labeled drifting data streams	44
A distortion model guided adversarial surrogate for recaptured document detection	44
Residual Feature-Reutilization Inception Network	44
Sparsely-labeled source assisted domain adaptation	43
Bayesian damage recognition in document images based on a joint global and local homogeneity model	43
High-order interaction feature selection for classification learning: A robust knowledge metric perspective	43
Hyper-feature aggregation and relaxed distillation for class incremental learning	43
Single-particle reconstruction in cryo-EM based on three-dimensional weighted nuclear norm minimization	42
Bibimbap : Pre-trained models ensemble for Domain Generalization	42
Dense light field reconstruction based on epipolar focus spectrum	42
Editorial Board	42
Video super-resolution via mixed spatial-temporal convolution and selective fusion	42
Editorial Board	42
Pairwise learning for the partial label ranking problem	42
Unsupervised learning of global factors in deep generative models	42
SEMv2: Table separation line detection based on instance segmentation	42
AG-Meta: Adaptive graph meta-learning via representation consistency over local subgraphs	42
Factorized multi-Graph matching	42
Minimum description length clustering to measure meaningful image complexity	41
FastOPM—A practical method for partial match of time series	41
Semantic-based conditional generative adversarial hashing with pairwise labels	41
Retraction Notice	41
Editorial Board	41
DeepActsNet: A deep ensemble framework combining features from face, hands, and body for action recognition	41
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	41
Joint discriminative feature learning for multimodal finger recognition	40
Knowledge memorization and generation for action recognition in still images	40
COVID-index: A texture-based approach to classifying lung lesions based on CT images	40
Direction of arrival estimation for indoor environments based on acoustic composition model with a single microphone	40
Boundarymix: Generating pseudo-training images for improving segmentation with scribble annotations	40
Graph-based pattern recognition on spectral reduced graphs	40
Hyperspectral image destriping and denoising from a task decomposition view	40
Exploiting textual queries for dynamically visual disambiguation	39
DA-Tran: Multiphase liver tumor segmentation with a domain-adaptive transformer network	39
Online incremental hierarchical classification resonance network	39
Semi-supervised kernel matrix learning using adaptive constraint-based seed propagation	39
Detecting pulmonary diseases using deep features in X-ray images	39
Enhanced low-rank constraint for temporal subspace clustering and its acceleration scheme	39
Multimodal subspace support vector data description	39
Holistic word descriptor for lexicon reduction in handwritten arabic documents	39
Explainable AI in human motion: A comprehensive approach to analysis, modeling, and generation	39
Editorial Board	39
FedNN: Federated learning on concept drift data using weight and adaptive group normalizations	38
Learning consistent region features for lifelong person re-identification	38
Robust detectors of rotationally symmetric shapes based on novel semi-shape signatures	38
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	38
Unsupervised ensemble learning for genome sequencing	38
Unsupervised video anomaly detection via normalizing flows with implicit latent features	38
Flexible model weighting for one-dependence estimators based on point-wise independence analysis	38
Learning pseudo labels for semi-and-weakly supervised semantic segmentation	38
Effective action recognition with embedded key point shifts	38
Blitz-SLAM: A semantic SLAM in dynamic environments	38
Incremental multi-target domain adaptation for object detection with efficient domain transfer	38
Deep debiased contrastive hashing	37
Robust multi-scale weighting-based edge-smoothing filter for single image dehazing	37
G2-SCANN: Gaussian-kernel graph-based SLD clustering algorithm with natural neighbourhood	37
Generalization capacity of multi-class SVM based on Markovian resampling	37
Knowledge-aware deep framework for collaborative skin lesion segmentation and melanoma recognition	37
Solving archaeological puzzles	37
A safe screening rule with bi-level optimization of ν support vect	37
EDMD: An Entropy based Dissimilarity measure to cluster Mixed-categorical Data	37
Online and offline streaming feature selection methods with bat algorithm for redundancy analysis	37
Segmentation of Handwritten Arabic Graphemes Using a Directed Convolutional Neural Network and Mathematical Morphology Operations	37
Motion-guided spatiotemporal multitask feature discrimination for self-supervised video representation learning	37
Learning graph edit distance by graph neural networks	36
Potential Anchoring for imbalanced data classification	36
Deep graph matching meets mixed-integer linear programming: Relax or not ?	36
Answering knowledge-based visual questions via the exploration of Question Purpose	36
General nonconvex total variation and low-rank regularizations: Model, algorithm and applications	36
Linear Gaussian bounding box representation and ring-shaped rotated convolution for oriented object detection	36
Averaging GPS segments competition 2019	36
A simple graph-based semi-supervised learning approach for imbalanced classification	36
Overcoming weaknesses of density peak clustering using a data-dependent similarity measure	36
Dynamic weighted knowledge distillation for brain tumor segmentation	36
Riemannian representation learning for multi-source domain adaptation	35
Hierarchical multimodal transformers for Multipage DocVQA	35
Exploiting foreground and background separation for prohibited item detection in overlapping X-Ray images	35
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	35
An enhanced vision transformer with wavelet position embedding for histopathological image classification	35
Granularity-aware distillation and structure modeling region proposal network for fine-grained image classification	35
Efficient image analysis with triple attention vision transformer	35