Pattern Recognition

Article	Citations
Semi-supervised extensions of multi-task tree ensembles	406
Superpixel-based multi-scale multi-instance learning for hyperspectral image classification	313
Information-diffused graph tracking with linear complexity	300
Discriminative atoms embedding relation dual network for classification of choroidal neovascularization in OCT images	253
Self-Training-Transductive-Learning Broad Learning System (STTL-BLS): A model for effective and efficient image classification	236
Back-to-Bones: Rediscovering the role of backbones in domain generalization	218
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation	207
Heterophily-aware graph attention network	201
From anomaly detection to open set recognition: Bridging the gap	194
EEG-ConvTransformer for single-trial EEG-based visual stimulus classification	191
Deep image prior based defense against adversarial examples	182
ScribbleNet: Efficient interactive annotation of urban city scenes for semantic segmentation	180
Intensity mixture and band-adaptive detail fusion for pansharpening	178
3D hand pose estimation from a single RGB image by weighting the occlusion and classification	177
Cross-modal co-feedback cellular automata for RGB-T saliency detection	166
Weakly-supervised semantic segmentation with saliency and incremental supervision updating	164
Learning Foreground Information Bottleneck for few-shot semantic segmentation	163
Graph Convolutional Network with elastic topology	160
Independent vector analysis: Model, applications, challenges	159
Deep tree-ensembles for multi-output prediction	155
Low-complexity arrays of contour signatures for exact shape retrieval	151
Learning efficient, explainable and discriminative representations for pulmonary nodules classification	149
Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interface	137
ReViT: Enhancing vision transformers feature diversity with attention residual connections	136
Self-Supervised Leaf Segmentation under Complex Lighting Conditions	131

Hyper-sausage coverage function neuron model and learning algorithm for image classification	131
Overcoming weaknesses of density peak clustering using a data-dependent similarity measure	130
A novel interval dual convolutional neural network method for interval-valued stock price prediction	128
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface	128
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization	127
PLFace: Progressive Learning for Face Recognition with Mask Bias	124
Deep and wide nonnegative matrix factorization with embedded regularization	122
Robust deep fuzzy K-means clustering for image data	119
Conditional information gain networks as sparse mixture of experts	118
Discrete embedding for attributed graphs	116
Characters as graphs: Interpretable handwritten Chinese character recognition via Pyramid Graph Transformer	111
Beyond OCR + VQA: Towards end-to-end reading and reasoning for robust and accurate textvqa	111
Cross-Modal Transformer for RGB-D semantic segmentation of production workshop objects	111
Hypergraph matching via game-theoretic hypergraph clustering	111
Biological eagle eye-based method for change detection in water scenes	110
Factorized multi-Graph matching	107
Detection confidence driven multi-object tracking to recover reliable tracks from unreliable detections	107
Reconstruction of fragmented trajectories of collective motion using Hadamard deep autoencoders	104
DGFormer: Dynamic graph transformer for 3D human pose estimation	104
Finding compact and well-separated clusters: Clustering using silhouette coefficients	104
CS-net: Conv-simpleformer network for agricultural image segmentation	104
Scale-selective and noise-robust extended local binary pattern for texture classification	102
GripNet: Graph information propagation on supergraph for heterogeneous graphs	102
MUNet: Motion uncertainty-aware semi-supervised video object segmentation	101
A uniform transformer-based structure for feature fusion and enhancement for RGB-D saliency detection	100
Online and offline streaming feature selection methods with bat algorithm for redundancy analysis	99
Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices	98
Query efficient black-box adversarial attack on deep neural networks	98
RPI-CapsuleGAN: Predicting RNA-protein interactions through an interpretable generative adversarial capsule network	95
Fairness in face presentation attack detection	94
A survey on deep learning-based image forgery detection	93
Self-distillation and self-supervision for partial label learning	93
Two phase cooperative learning for supervised dimensionality reduction	91
A non-regularization self-supervised Retinex approach to low-light image enhancement with parameterized illumination estimation	91
A restarted large-scale spectral clustering with self-guiding and block diagonal representation	90
Unsupervised person re-identification with multi-label learning guided self-paced clustering	87
Advancements in point cloud data augmentation for deep learning: A survey	87
Dynamic feature fusion with spatial-temporal context for robust object tracking	86
Heterogeneous network representation learning based on role feature extraction	85
Adaptive spatial-temporal surrounding-aware correlation filter tracking via ensemble learning	85
Improving deep learning on point cloud by maximizing mutual information across layers	85
Covered Style Mining via Generative Adversarial Networks for Face Anti-spoofing	84
3D human pose estimation with single image and inertial measurement unit (IMU) sequence	84
3D hand pose and shape estimation from RGB images for keypoint-based hand gesture recognition	84
Feature-semantic augmentation network for few-shot open-set recognition	83
Phase Randomization: A data augmentation for domain adaptation in human action recognition	82
Attentional prototype inference for few-shot segmentation	82
Multi-View correlation distillation for incremental object detection	81
Refining a k-nearest neighbor graph for a computationally efficient spectral clustering	81
DIODE: Dilatable Incremental Object Detection	80

Attention‐guided evolutionary attack with elastic‐net regularization on face recognition	80
Graph-based stock correlation and prediction for high-frequency trading systems	80
Detecting pulmonary diseases using deep features in X-ray images	80
Security and privacy enhanced smartphone-based gait authentication with random representation learning and digital lockers	78
Support subsets estimation for support vector machines retraining	78
A consistent and flexible framework for deep matrix factorizations	78
Graph regularization multidimensional projection	78
An encoded histogram of ridge bifurcations and contours for fingerprint presentation attack detection	78
FoCL: Feature-oriented continual learning for generative models	78
Fast algorithms for incremental and decremental semi-supervised discriminant analysis	77
Editorial Board	76
YOLO-Anti: YOLO-based counterattack model for unseen congested object detection	76
Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic	75
A near effective and efficient model in recognition	75
Efficient COVID-19 testing via contextual model based compressive sensing	75
Mitigating the effect of dataset shift in clustering	74
Learning interlaced sparse Sinkhorn matching network for video super-resolution	74
Editorial Board	74
A new image decomposition approach using pixel-wise analysis sparsity model	74
Split ‘n’ merge net: A dynamic masking network for multi-task attention	73
Editorial Board	72
Hierarchical distillation learning for scalable person search	72
Hyper-feature aggregation and relaxed distillation for class incremental learning	71
Instance exploitation for learning temporary concepts from sparsely labeled drifting data streams	71
Editorial Board	70
Single-particle reconstruction in cryo-EM based on three-dimensional weighted nuclear norm minimization	70
SEMv2: Table separation line detection based on instance segmentation	69
DeepActsNet: A deep ensemble framework combining features from face, hands, and body for action recognition	69
Editorial Board	69
Retraction Notice	68
Editorial Board	68
Holistic word descriptor for lexicon reduction in handwritten arabic documents	67
AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath	67
Effective action recognition with embedded key point shifts	66
Unsupervised Domain Adaptation via Deep Conditional Adaptation Network	66
Discriminative feature alignment: Improving transferability of unsupervised domain adaptation by Gaussian-guided latent alignment	64
Unsupervised video anomaly detection via normalizing flows with implicit latent features	63
High-order manifold regularized multi-view subspace clustering with robust affinity matrices and weighted TNN	63
Robust multi-scale weighting-based edge-smoothing filter for single image dehazing	62
Multi-dimensional clustering through fusion of high-order similarities	62
Flexible model weighting for one-dependence estimators based on point-wise independence analysis	62
Robust detectors of rotationally symmetric shapes based on novel semi-shape signatures	62
Segmentation of Handwritten Arabic Graphemes Using a Directed Convolutional Neural Network and Mathematical Morphology Operations	61
G2-SCANN: Gaussian-kernel graph-based SLD clustering algorithm with natural neighbourhood	61
A safe screening rule with bi-level optimization of ν support vect	61
Learning graph edit distance by graph neural networks	60
Generalization capacity of multi-class SVM based on Markovian resampling	60
Motion-guided spatiotemporal multitask feature discrimination for self-supervised video representation learning	60
Hierarchical multimodal transformers for Multipage DocVQA	59
Cloud based scalable object recognition from video streams using orientation fusion and convolutional neural networks	59
Progressive downsampling and adaptive guidance networks for dynamic scene deblurring	59
Efficient image analysis with triple attention vision transformer	59
VPA-Net: A visual perception assistance network for 3d lidar semantic segmentation	58
Counterfactual explanation based on gradual construction for deep networks	58
Dimension-aware attention for efficient mobile networks	58
Efficient large-scale scene representation with a hybrid of high-resolution grid and plane features	57
DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images	57
An illumination-guided dual attention vision transformer for low-light image enhancement	57
LGNet: Local and global point dependency network for 3D object detection	56
Federated Incremental Learning algorithm based on Topological Data Analysis	56
A cross-network node classification method in open-set scenario	56
A Cross-Lingual Summarization method based on cross-lingual Fact-relationship Graph Generation	56
Leveraging tensor kernels to reduce objective function mismatch in deep clustering	56
MBQuant: A novel multi-branch topology method for arbitrary bit-width network quantization	56
Compositional Zero-Shot Learning using Multi-Branch Graph Convolution and Cross-layer Knowledge Sharing	55
Determining the trustworthiness of DNNs in classification tasks using generalized feature-based confidence metric	55
Twin SVM for conditional probability estimation in binary and multiclass classification	55
Knowledge transfer evolutionary search for lightweight neural architecture with dynamic inference	55
Encoder–decoder cycle for visual question answering based on perception-action cycle	55
Thermal to Visual Person Re-Identification Using Collaborative Metric Learning Based on Maximum Margin Matrix Factorization	55
Dense extreme inception network for edge detection	54
A bi-level formulation for multiple kernel learning via self-paced training	54
MoRE: Multi-output residual embedding for multi-label classification	54
Frequency learning attention networks based on deep learning for automatic modulation classification in wireless communication	54
Adaptive, Hybrid Feature Selection (AHFS)	54
WSDS-GAN: A weak-strong dual supervised learning method for underwater image enhancement	54
Multi-scale spatial-spectral fusion based on multi-input fusion calculation and coordinate attention for hyperspectral image classification	53
Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map	53
Deep learning-driven diagnosis: A multi-task approach for segmenting stroke and Bell's palsy	53
Knowledge base graph embedding module design for Visual question answering model	53

Automatic medical image interpretation: State of the art and future directions	52
Kinship verification using multi-level dictionary pair learning for multiple resolution images	52
Density peaks clustering based on balance density and connectivity	52
Editorial Board	52
Evolving meta-correlation classes for binary similarity	52
Rain-component-aware capsule-GAN for single image de-raining	51
GHOST: Graph-based higher-order similarity transformation for classification	51
eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation	51
FastOPM—A practical method for partial match of time series	51
GGD-GAN: Gradient-Guided dual-Branch adversarial networks for relic sketch generation	51
Robformer: A robust decomposition transformer for long-term time series forecasting	51
Distributional barycenter problem through data-driven flows	50
Feature selections based on two-type overlap degrees and three-view granulation measures for	50
Clustering experience replay for the effective exploitation in reinforcement learning	50
JSL3d: Joint subspace learning with implicit structure supervision for 3D pose estimation	50
Cluster prototype earth mover’s distance adapters and alignment-guided prompt learning for vision–language models	50
AMMD: Attentive maximum mean discrepancy for few-shot image classification	50
Deep graph matching meets mixed-integer linear programming: Relax or not ?	50
Multi-scale multi-hierarchy attention convolutional neural network for fetal brain extraction	50
Prototype learning based generic multiple object tracking via point-to-box supervision	49
High-frequency and low-frequency dual-channel graph attention network	49
Shadow-aware decomposed transformer network for shadow detection and removal	49
Kernel-guided injection deep network for blind fusion of multispectral and panchromatic images	49
The familiarity hypothesis: Explaining the behavior of deep open set methods	49
DM-GAN: CNN hybrid vits for training GANs under limited data	49
Discovering an inference recipe for weakly-supervised object localization	48
Dynamic selection for reconstructing instance-dependent noisy labels	48
A large cross-modal video retrieval dataset with reading comprehension	48
A dense light field reconstruction algorithm for four-dimensional optical flow constraint equation	48
Privileged multi-task learning for attribute-aware aesthetic assessment	48
Answering knowledge-based visual questions via the exploration of Question Purpose	48
Dynamic weighted knowledge distillation for brain tumor segmentation	48
Progressive expansion for semi-supervised bi-modal salient object detection	47
Dirichlet process mixture of Gaussian process functional regressions and its variational EM algorithm	47
Game-theoretic hypergraph matching with density enhancement	46
Scalable clustering by aggregating representatives in hierarchical groups	46
Split-and-merge model selection of mixtures of Gaussian processes with RJMCMC	46
A modified interval type-2 Takagi-Sugeno fuzzy neural network and its convergence analysis	46
Human–object interaction detection via recycling of ground-truth annotations	46
Polarized reflection removal with dual-stream attention guidance	46
MS-TCRNet: Multi-Stage Temporal Convolutional Recurrent Networks for action segmentation using sensor-augmented kinematics	46
Unsupervised learning of global factors in deep generative models	46
Large motion anime head animation using a cascade pose transform network	46
ASF-Net: Robust video deraining via temporal alignment and online adaptive learning	45
ZooKT: Task-adaptive knowledge transfer of Model Zoo for few-shot learning	45
Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection	45
SparseComm: An Efficient Sparse Communication Framework for Vehicle-Infrastructure Cooperative 3D Detection	45
Fast adaptively balanced min-cut clustering	45
Local Linear Embedding with Adaptive Neighbors	45
Riemannian representation learning for multi-source domain adaptation	45
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data	45
A coded knowledge distillation framework for image classification based on adaptive JPEG encoding	45
MinEnt: Minimum entropy for self-supervised representation learning	44
A generalized multi-aspect distance metric for mixed-type data clustering	44
Residual network with self-adaptive time step size	44
CRCGAN: Toward robust feature extraction in finger vein recognition	44
DA-GAN: Dual-attention generative adversarial networks for real-world exquisite makeup transfer	44
Asymmetric patch sampling for contrastive learning	44
QFAE: Q-Function guided Action Exploration for offline deep reinforcement learning	44
RP-Net: A Robust Polar Transformation Network for rotation-invariant face detection	44
SNN using color-opponent and attention mechanisms for object recognition	43
Boosting transferability of physical attack against detectors by redistributing separable attention	43
Dynamic VAEs via semantic-aligned matching for continual zero-shot learning	43
Averaging GPS segments competition 2019	43
Dual-perspective multi-instance embedding learning with adaptive density distribution mining	43
Two-stage Rule-induction visual reasoning on RPMs with an application to video prediction	43
Semantic aware representation learning for optimizing image retrieval systems in radiology	43
A newton interpolation network for smoke semantic segmentation	43
ACFNet: An adaptive cross-fusion network for infrared and visible image fusion	43
Motion-guided semantic alignment for line art animation colorization	43
Hyperspectral image classification via discriminative convolutional neural network with an improved triplet loss	42
Semantic-based conditional generative adversarial hashing with pairwise labels	42
Pseudo-labeling with keyword refining for few-supervised video captioning	42
Embedded feature selection for robust probability learning machines	42
Consistency-driven feature scoring and regularization network for visible–infrared person re-identification	42
Instant pose extraction based on mask transformer for occluded person re-identification	42
Coloring anime line art videos with transformation region enhancement network	41
Adversarial pan-sharpening attacks for object detection in remote sensing	41
Joint utilization of positive and negative pseudo-labels in semi-supervised facial expression recognition	41
Exemplar-free class incremental learning via discriminative and comparable parallel one-class classifiers	41
Crossover-Net: Leveraging vertical-horizontal crossover relation for robust medical image segmentation	41
Multi-branch feature transformation cross-domain few-shot learning for hyperspectral image classification	41
Multi-view visual semantic embedding for cross-modal image–text retrieval	41
MvWECM: Multi-view Weighted Evidential C-Means clustering	41
TransMatch: Transformer-based correspondence pruning via local and global consensus	41
Semantics-enhanced early action detection using dynamic dilated convolution	40
Pairwise learning for the partial label ranking problem	40
Infrared small target detection via adaptive M-estimator ring top-hat transformation	40
Sparsely-labeled source assisted domain adaptation	40
Patch loss: A generic multi-scale perceptual loss for single image super-resolution	40
Semi-supervised kernel matrix learning using adaptive constraint-based seed propagation	40
Fast hard negative mining for deep metric learning	40
Saliency detection for underwater moving object with sonar based on motion estimation and multi-trajectory analysis	40
Local multi-scale feature aggregation network for real-time image dehazing	40
An evidential clustering algorithm by finding belief-peaks and disjoint neighborhoods	40