Pattern Recognition

Article	Citations
Semi-supervised extensions of multi-task tree ensembles	378
Superpixel-based multi-scale multi-instance learning for hyperspectral image classification	215
Information-diffused graph tracking with linear complexity	214
ReViT: Enhancing vision transformers feature diversity with attention residual connections	212
Discriminative atoms embedding relation dual network for classification of choroidal neovascularization in OCT images	211
Self-Training-Transductive-Learning Broad Learning System (STTL-BLS): A model for effective and efficient image classification	206
Back-to-Bones: Rediscovering the role of backbones in domain generalization	181
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	178
Cross-level Feature Aggregation Network for Polyp Segmentation	176
Heterophily-aware graph attention network	176
A multi-center study of ultrasound images using a fully automated segmentation architecture	170
From anomaly detection to open set recognition: Bridging the gap	169
EEG-ConvTransformer for single-trial EEG-based visual stimulus classification	163
Deep image prior based defense against adversarial examples	159
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network	157
ScribbleNet: Efficient interactive annotation of urban city scenes for semantic segmentation	155
Divide well to merge better: A novel clustering algorithm	151
Independent vector analysis: Model, applications, challenges	149
Deep tree-ensembles for multi-output prediction	148
Low-complexity arrays of contour signatures for exact shape retrieval	143
Deep learning-driven diagnosis: A multi-task approach for segmenting stroke and Bell's palsy	138
Deep and wide nonnegative matrix factorization with embedded regularization	132
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing	128
Robust deep fuzzy K-means clustering for image data	126
Conditional information gain networks as sparse mixture of experts	125

Characters as graphs: Interpretable handwritten Chinese character recognition via Pyramid Graph Transformer	121
Discrete embedding for attributed graphs	121
Beyond OCR + VQA: Towards end-to-end reading and reasoning for robust and accurate textvqa	117
Hypergraph matching via game-theoretic hypergraph clustering	116
AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath	115
Cross-Modal Transformer for RGB-D semantic segmentation of production workshop objects	114
UAVformer: A Composite Transformer Network for Urban Scene Segmentation of UAV Images	113
Biological eagle eye-based method for change detection in water scenes	112
Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interface	111
Heterogeneous network representation learning based on role feature extraction	107
The trace kernel bandwidth criterion for support vector data description	101
ANCES: A novel method to repair attribute noise in classification problems	100
Distribution alignment for cross-device palmprint recognition	100
3D human pose estimation with single image and inertial measurement unit (IMU) sequence	99
3D hand pose and shape estimation from RGB images for keypoint-based hand gesture recognition	99
Improving deep learning on point cloud by maximizing mutual information across layers	97
Covered Style Mining via Generative Adversarial Networks for Face Anti-spoofing	96
RA-YOLOX: Re-parameterization align decoupled head and novel label assignment scheme based on YOLOX	96
Feature-semantic augmentation network for few-shot open-set recognition	95
Phase Randomization: A data augmentation for domain adaptation in human action recognition	93
Learning Foreground Information Bottleneck for few-shot semantic segmentation	92
Attentional prototype inference for few-shot segmentation	92
Image-to-video person re-identification using three-dimensional semantic appearance alignment and cross-modal interactive learning	91
Adaptive spatial-temporal surrounding-aware correlation filter tracking via ensemble learning	89
Transformed domain convolutional neural network for Alzheimer's disease diagnosis using structural MRI	86
Heterogeneous representation learning and matching for few-shot relation prediction	86
An accurate stereo matching method based on color segments and edges	85
Refining a k-nearest neighbor graph for a computationally efficient spectral clustering	85
Multi-View correlation distillation for incremental object detection	85
Meta-learning for dynamic tuning of active learning on stream classification	84
Residual shape adaptive dense-nested Unet: Redesign the long lateral skip connections for metal surface tiny defect inspection	84
DIODE: Dilatable Incremental Object Detection	84
Support subsets estimation for support vector machines retraining	83
Graph regularization multidimensional projection	83
FoCL: Feature-oriented continual learning for generative models	83
GA3N: Generative adversarial AutoAugment network	83
An encoded histogram of ridge bifurcations and contours for fingerprint presentation attack detection	81
A consistent and flexible framework for deep matrix factorizations	80
Security and privacy enhanced smartphone-based gait authentication with random representation learning and digital lockers	79
Editorial Board	78
Fast algorithms for incremental and decremental semi-supervised discriminant analysis	78
Efficient COVID-19 testing via contextual model based compressive sensing	77
A near effective and efficient model in recognition	77
YOLO-Anti: YOLO-based counterattack model for unseen congested object detection	77
Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic	76
Mitigating the effect of dataset shift in clustering	75
Editorial Board	75
Sequence patterns and HMM profiles to predict proteome wide zinc finger motifs	73
3D hand pose estimation from a single RGB image by weighting the occlusion and classification	73
Learning interlaced sparse Sinkhorn matching network for video super-resolution	73

A new image decomposition approach using pixel-wise analysis sparsity model	72
Hierarchical distillation learning for scalable person search	71
Split ‘n’ merge net: A dynamic masking network for multi-task attention	71
Hyper-feature aggregation and relaxed distillation for class incremental learning	70
Instance exploitation for learning temporary concepts from sparsely labeled drifting data streams	70
Editorial Board	70
Single-particle reconstruction in cryo-EM based on three-dimensional weighted nuclear norm minimization	69
Factorized multi-Graph matching	69
SEMv2: Table separation line detection based on instance segmentation	69
Editorial Board	69
Editorial Board	69
DeepActsNet: A deep ensemble framework combining features from face, hands, and body for action recognition	68
Retraction Notice	67
Editorial Board	66
Joint discriminative feature learning for multimodal finger recognition	66
Holistic word descriptor for lexicon reduction in handwritten arabic documents	65
Unsupervised video anomaly detection via normalizing flows with implicit latent features	65
Editorial Board	65
Effective action recognition with embedded key point shifts	65
Robust detectors of rotationally symmetric shapes based on novel semi-shape signatures	64
Blitz-SLAM: A semantic SLAM in dynamic environments	64
Flexible model weighting for one-dependence estimators based on point-wise independence analysis	63
Knowledge-aware deep framework for collaborative skin lesion segmentation and melanoma recognition	63
Online and offline streaming feature selection methods with bat algorithm for redundancy analysis	62
Robust multi-scale weighting-based edge-smoothing filter for single image dehazing	61
Segmentation of Handwritten Arabic Graphemes Using a Directed Convolutional Neural Network and Mathematical Morphology Operations	60
Motion-guided spatiotemporal multitask feature discrimination for self-supervised video representation learning	60
Generalization capacity of multi-class SVM based on Markovian resampling	60
G2-SCANN: Gaussian-kernel graph-based SLD clustering algorithm with natural neighbourhood	60
Learning graph edit distance by graph neural networks	60
A safe screening rule with bi-level optimization of ν support vect	60
Interpretable medical deep framework by logits-constraint attention guiding graph-based multi-scale fusion for Alzheimer’s disease analysis	60
Hierarchical multimodal transformers for Multipage DocVQA	59
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	59
Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition	59
An enhanced vision transformer with wavelet position embedding for histopathological image classification	58
Efficient image analysis with triple attention vision transformer	57
Granularity-aware distillation and structure modeling region proposal network for fine-grained image classification	57
Cloud based scalable object recognition from video streams using orientation fusion and convolutional neural networks	56
Counterfactual explanation based on gradual construction for deep networks	56
TriSig: Evaluating the statistical significance of triclusters	56
Graph-based stock correlation and prediction for high-frequency trading systems	56
Deep reinforcement learning with credit assignment for combinatorial optimization	56
Dimension-aware attention for efficient mobile networks	56
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering	56
Dense center-direction regression for object counting and localization with point supervision	56
An illumination-guided dual attention vision transformer for low-light image enhancement	55
Efficient large-scale scene representation with a hybrid of high-resolution grid and plane features	55
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	55
VPA-Net: A visual perception assistance network for 3d lidar semantic segmentation	55
Federated Incremental Learning algorithm based on Topological Data Analysis	54
IIS-FVIQA: Finger Vein Image Quality Assessment with intra-class and inter-class similarity	54
MBQuant: A novel multi-branch topology method for arbitrary bit-width network quantization	53
TBConvL-Net: A hybrid deep learning architecture for robust medical image segmentation	53
Density change consistency clustering from density extreme	53
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	52
GriT-DBSCAN: A spatial clustering algorithm for very large databases	52
LGNet: Local and global point dependency network for 3D object detection	52
A cross-network node classification method in open-set scenario	52
A Cross-Lingual Summarization method based on cross-lingual Fact-relationship Graph Generation	52
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	51
Knowledge transfer evolutionary search for lightweight neural architecture with dynamic inference	51
Determining the trustworthiness of DNNs in classification tasks using generalized feature-based confidence metric	51
Compositional Zero-Shot Learning using Multi-Branch Graph Convolution and Cross-layer Knowledge Sharing	51
MoRE: Multi-output residual embedding for multi-label classification	51
Robust Table Detection and Structure Recognition from Heterogeneous Document Images	51
Twin SVM for conditional probability estimation in binary and multiclass classification	51
Encoder–decoder cycle for visual question answering based on perception-action cycle	51
YOLOPX: Anchor-free multi-task learning network for panoptic driving perception	50
WSDS-GAN: A weak-strong dual supervised learning method for underwater image enhancement	50
A bi-level formulation for multiple kernel learning via self-paced training	50
Fairness in face presentation attack detection	50
Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices	50
Switching clusters’ synchronization for discrete space-time complex dynamical networks via boundary feedback controls	50
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	49
Person re-identification: A retrospective on domain specific open challenges and future trends	49
Density peaks clustering based on balance density and connectivity	49
Editorial Board	49
Evolving meta-correlation classes for binary similarity	49
Kinship verification using multi-level dictionary pair learning for multiple resolution images	49

SDUNet: Road extraction via spatial enhanced and densely connected UNet	49
Automatic medical image interpretation: State of the art and future directions	48
Exploring transformers for behavioural biometrics: A case study in gait recognition	48
Meta-seg: A survey of meta-learning for image segmentation	48
PLFace: Progressive Learning for Face Recognition with Mask Bias	48
A novel interval dual convolutional neural network method for interval-valued stock price prediction	47
Dense extreme inception network for edge detection	47
Rain-component-aware capsule-GAN for single image de-raining	47
A Dual Self-Attention mechanism for vehicle re-Identification	47
GGD-GAN: Gradient-Guided dual-Branch adversarial networks for relic sketch generation	47
Inter-Attribute awareness for pedestrian attribute recognition	47
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	47
Joint learning of latent subspace and structured graph for multi-view clustering	46
Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation	46
Deep graph matching meets mixed-integer linear programming: Relax or not ?	46
Robformer: A robust decomposition transformer for long-term time series forecasting	46
GHOST: Graph-based higher-order similarity transformation for classification	46
Do deep neural networks contribute to multivariate time series anomaly detection?	46
FastOPM—A practical method for partial match of time series	46
AMMD: Attentive maximum mean discrepancy for few-shot image classification	46
GripNet: Graph information propagation on supergraph for heterogeneous graphs	46
Clustering experience replay for the effective exploitation in reinforcement learning	45
Distributional barycenter problem through data-driven flows	45
Identifying the key frames: An attention-aware sampling method for action recognition	45
Multi-scale multi-hierarchy attention convolutional neural network for fetal brain extraction	44
Temporal sparse adversarial attack on sequence-based gait recognition	44
JSL3d: Joint subspace learning with implicit structure supervision for 3D pose estimation	44
Learning pseudo labels for semi-and-weakly supervised semantic segmentation	44
Feature selections based on two-type overlap degrees and three-view granulation measures for	44
LongReMix: Robust learning with high confidence samples in a noisy label environment	44
Scale-selective and noise-robust extended local binary pattern for texture classification	44
Weakly Supervised Instance Segmentation via Category-aware Centerness Learning with Localization Supervision	43
A restarted large-scale spectral clustering with self-guiding and block diagonal representation	43
Cluster prototype earth mover’s distance adapters and alignment-guided prompt learning for vision–language models	43
The familiarity hypothesis: Explaining the behavior of deep open set methods	43
Shadow-aware decomposed transformer network for shadow detection and removal	43
Kernel-guided injection deep network for blind fusion of multispectral and panchromatic images	43
Prototype learning based generic multiple object tracking via point-to-box supervision	43
Uncertainty estimation in HDR imaging with Bayesian neural networks	43
Finding compact and well-separated clusters: Clustering using silhouette coefficients	43
High-order manifold regularized multi-view subspace clustering with robust affinity matrices and weighted TNN	42
A large cross-modal video retrieval dataset with reading comprehension	42
Auto-weighted Tensor Schatten p-Norm for Robust Multi-view Graph Clustering	42
High-frequency and low-frequency dual-channel graph attention network	42
Discovering an inference recipe for weakly-supervised object localization	42
ScanMix: Learning from Severe Label Noise via Semantic Clustering and Semi-Supervised Learning	42
DM-GAN: CNN hybrid vits for training GANs under limited data	42
Detection confidence driven multi-object tracking to recover reliable tracks from unreliable detections	42
SpatioTemporal focus for skeleton-based action recognition	42
Dynamic weighted knowledge distillation for brain tumor segmentation	41
Dynamic selection for reconstructing instance-dependent noisy labels	41
Privileged multi-task learning for attribute-aware aesthetic assessment	41
EdVAE: Mitigating codebook collapse with evidential discrete variational autoencoders	40
Progressive expansion for semi-supervised bi-modal salient object detection	40
Dirichlet process mixture of Gaussian process functional regressions and its variational EM algorithm	40
Answering knowledge-based visual questions via the exploration of Question Purpose	40
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	40
Cross-modal co-feedback cellular automata for RGB-T saliency detection	40
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	40
Multi-stage image denoising with the wavelet transform	40
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	40
Fast subspace clustering by learning projective block diagonal representation	39
Large motion anime head animation using a cascade pose transform network	39
Polarized reflection removal with dual-stream attention guidance	39
Game-theoretic hypergraph matching with density enhancement	39
Learning generalized visual odometry using position-aware optical flow and geometric bundle adjustment	39
Shape robustness in style enhanced cross domain semantic segmentation	39
Scalable clustering by aggregating representatives in hierarchical groups	39
Unsupervised learning of global factors in deep generative models	39
Reconstruction of fragmented trajectories of collective motion using Hadamard deep autoencoders	39
Human–object interaction detection via recycling of ground-truth annotations	39
Split-and-merge model selection of mixtures of Gaussian processes with RJMCMC	39
MS-TCRNet: Multi-Stage Temporal Convolutional Recurrent Networks for action segmentation using sensor-augmented kinematics	39
FastUNet: Fast hierarchical multi-patch underwater enhancement network for industrial recirculating aquaculture	39
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	38
ASF-Net: Robust video deraining via temporal alignment and online adaptive learning	38
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	38
A coded knowledge distillation framework for image classification based on adaptive JPEG encoding	38
MUNet: Motion uncertainty-aware semi-supervised video object segmentation	38
Riemannian representation learning for multi-source domain adaptation	38
Fast adaptively balanced min-cut clustering	38
RP-Net: A Robust Polar Transformation Network for rotation-invariant face detection	38
ZooKT: Task-adaptive knowledge transfer of Model Zoo for few-shot learning	38
Local Linear Embedding with Adaptive Neighbors	38
SparseComm: An Efficient Sparse Communication Framework for Vehicle-Infrastructure Cooperative 3D Detection	38
Frequency learning attention networks based on deep learning for automatic modulation classification in wireless communication	38
Overcoming weaknesses of density peak clustering using a data-dependent similarity measure	38
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	38
Learning depth via leveraging semantics: Self-supervised monocular depth estimation with both implicit and explicit semantic guidance	37
QFAE: Q-Function guided Action Exploration for offline deep reinforcement learning	37
CRCGAN: Toward robust feature extraction in finger vein recognition	37
A generalized multi-aspect distance metric for mixed-type data clustering	37
MinEnt: Minimum entropy for self-supervised representation learning	37
SNN using color-opponent and attention mechanisms for object recognition	37
Hyper-sausage coverage function neuron model and learning algorithm for image classification	37