Pattern Recognition Letters

Article	Citations
Motion estimation in hazy videos	248
Fog-free training for foggy scene understanding	204
Entire-Detail Motion Dual-Branch Network for Micro-Expression Recognition	166
RETRACTED: Deep learning for real-time semantic segmentation: Application in ultrasound imaging	137
Low-rank learning for feature selection in multi-label classification	130
MetaAP: A meta-tree-based ranking algorithm optimizing the average precision from imbalanced data	101
Weakly-supervised semantic segmentation via online pseudo-mask correcting	100
A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets	99
Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method	87
Exploiting deep and hand-crafted features for texture image retrieval using class membership	85
SCANet: A Spatial and Channel Attention based Network for Partial-to-Partial Point Cloud Registration	81
Deep multimodal learning for cross-modal retrieval: One model for all tasks	75
Avoiding dominance of speaker features in speech-based depression detection	73
AeroNet: An efficient relative localization and object detection network for cooperative aerial-ground unmanned vehicles	69
Improving query expansion using pseudo-relevant web knowledge for information retrieval	65
Deep transfer learning based classification model for covid-19 using chest CT-scans	64
MAN: Mining Ambiguity and Noise for Facial Expression Recognition in the Wild	62
Experiencing with electronic image stabilization and PRNU through scene content image registration	62
Multi-dataset fusion for multi-task learning on face attribute recognition	61
Graph-based image gradients aggregated with random forests	60
Steganogram removal using multidirectional diffusion in fourier domain while preserving perceptual image quality	60
On complementing unsupervised learning with uncertainty quantification	59
MOD-YOLO: Multispectral object detection based on transformer dual-stream YOLO	57
Unsupervised thermal-to-visible domain adaptation method for pedestrian detection	56
EarlGAN: An enhanced actor–critic reinforcement learning agent-driven GAN for de novo drug design	55

Towards reliable multi-person pose estimation using Conditional Random Fields	51
Heuristics-based learning approach for choquistic regression models	50
HarrisZ+: Harris corner selection for next-gen image matching pipelines	49
Misinformation detection in social networks using emotion analysis and user behavior analysis	49
An analytic study on clustering driven self-supervised speaker verification	49
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation	48
Blind decision making: Reinforcement learning with delayed observations	47
Multi-type relational clustering for enterprise cyber-security networks	45
Decoupling music notation to improve end-to-end Optical Music Recognition	44
Virtual special issue on advances in digital security: Biometrics and forensics	44
Signless-laplacian eigenvector centrality: A novel vital nodes identification method for complex networks	43
Efficient dispatching system of railway vehicles based on internet of things technology	43
Empowering Knowledge Distillation via Open Set Recognition for Robust 3D Point Cloud Classification	42
Active anomaly detection based on deep one-class classification	42
Rethinking 3D cost aggregation in stereo matching	41
Extending the Beta divergence to complex values	40
Assisting Multimodal Named Entity Recognition by cross-modal auxiliary tasks	40
Mixup gamblers+: Learning interpolated pseudo “uncertainty” in latent feature space for reliable inference	39
Artificial intelligence for distributed smart systems	38
Comparison of color imaging vs. hyperspectral imaging for texture classification	38
Progressive dense feature fusion network for single image deraining	37
Improving the adversarial robustness of quantized neural networks via exploiting the feature diversity	36
MVSSC: Meta-reinforcement learning based visual indoor navigation using multi-view semantic spatial context	34
GAN-MVAE: A discriminative latent feature generation framework for generalized zero-shot learning	34
Generalized black hole clustering algorithm	34
Representation transfer and data cleaning in multi-views for text simplification	34
Automatic classification of company’s document stream: Comparison of two solutions	34
Frame-part-activated deep reinforcement learning for Action Prediction	33
Editorial Board	33
Real-time 3-D image analysis via Jacobi moments	33
OSPC: Online Sequential Photometric Calibration	33
EgoCap and EgoFormer: First-person image captioning with context fusion	32
Robust domain-adaptive discriminant analysis	32
Identity authentication based on keystroke dynamics for mobile device users	31
Debiased Visual Question Answering via the perspective of question types	30
Enhanced blind face inpainting via structured mask prediction	30
Detection of visual pursuits using 1D convolutional neural networks	30
Dicer: Dialogue-Centric Representation for Knowledge-Grounded Dialogue through Contrastive Learning	29
Processing a large collection of historical tabular images	29
HDGN: Heat diffusion graph network for few-shot learning	29
Affective word embedding in affective explanation generation for fine art paintings	29
Approximating global illumination with ambient occlusion and environment light via generative adversarial networks	28
RIS-GAN: Self-Supervised GANs via Recovering Initial State of Subimages	28
Multi-level dynamic error coding for face recognition with a contaminated single sample per person	28
An accuracy-enhanced group recommendation approach based on DEMATEL	27
Opinion-Climate-Based Hegselmann-Krause dynamics	27
A closed-form solution for conditional multidimensional scaling	27
Semantic-aware self-supervised depth estimation for stereo 3D detection	26
Editorial Board	26
Optical character correction of large-curvature annular sector text in polar coordinate system	26

Biometric presentation attacks: Handcrafted features versus deep learning approaches	26
MACnet: Mask augmented counting network for class-agnostic counting	26
Editorial Board	26
A risk-averse learning machine via variance-dependent penalization	25
Autoencoders with exponential deviation loss for weakly supervised anomaly detection	25
A comprehensive scheme for tattoo text detection	25
Information extraction in handwritten historical logbooks	24
Token labeling-guided multi-scale medical image classification	24
Memory-efficient distribution-guided experience sampling for policy consolidation	24
Image outpainting guided by prior structure information	24
GFMRC: A machine reading comprehension model for named entity recognition	24
Polarization-based Camouflaged Object Detection	24
Digital geometry on a cubic stair-case mesh	24
OS-DS tracker: Orientation-variant Siamese 3D tracking with Detection based Sampling	24
Robust patchmatch HDR image reconstruction for deghosting	23
RectiNet-v2: A stacked network architecture for document image dewarping	23
Scale-aware heatmap representation for human pose estimation	23
VANT-GAN: Adversarial Learning for Discrepancy-Based Visual Attribution in Medical Imaging	23
Pattern detection in the activation space for identifying synthesized content	23
HashWalk: An efficient node classification method based on clique-compressed graph embedding	23
Virtual special issue on novel data-representation and classification techniques	23
Editorial Board	22
An infodemiological framework for tracking the spread of SARS-CoV-2 using integrated public data	22
Editorial Board	22
KGBoost: A classification-based knowledge base completion method with negative sampling	22
CASCARO: Cascade of classifiers for minimizing the cost of prediction	21
Multi-head second-order pooling for graph transformer networks	21
A practical artificial intelligence system to diagnose COVID-19 using computed tomography: A multinational external validation study	21
Node2vec with weak supervision on community structures	21
Performing Attack Halting Process with Digital Pattern and Proactive Model Resolving the Security Issues in IoT Based Models	21
Multimodal grid features and cell pointers for scene text visual question answering	21
Fast estimation for robust supervised classification with mixture models	21
Editorial Board	21
Fuzzy prototype selection-based classifiers for imbalanced data. Case study	21
Laryngoscope8: Laryngeal image dataset and classification of laryngeal disease based on attention mechanism	21
An improved watermarking algorithm for robustness and imperceptibility of data protection in the perception layer of internet of things	21
Towards a data-driven adaptive anomaly detection system for human activity	21
Adversarial attacks through architectures and spectra in face recognition	21
On the effects of obfuscating speaker attributes in privacy-aware depression detection	20
Polynomial kernel learning for interpolation kernel machines with application to graph classification	20
Motion-guided small MAV detection in complex and non-planar scenes	20
Generalized relative neighborhood graph (GRNG) for similarity search	20
Cross-attention based dual-similarity network for few-shot learning	19
Contrastive representation enhancement and learning for handwritten mathematical expression recognition	19
One-index vector quantization based adversarial attack on image classification	19
EasyFuse: Easy-to-learn visible and infrared image fusion framework based on unpaired set	18
Toward deep drum source separation	18
Editorial Board	18
Multi-attribute balanced sampling for disentangled GAN controls	18
Structural and positional ensembled encoding for Graph Transformer	18
Cellular spatial-semantic embedding for multi-label classification of cell clusters in thyroid fine needle aspiration biopsy whole slide images	18
Hybrid spatio-frequency domain global thresholding filter (HSFGTF) model for SAR image enhancement	18
Object detection in drone video based on recurrent motion attention	17
Remote 3D face reconstruction by means of autonomous unmanned aerial vehicles	17
Person re-identification: Implicitly defining the receptive fields of deep learning classification frameworks	17
Dynamic adjustment of hyperparameters for anchor-based detection of objects with large image size differences	17
Adaptive knowledge transfer for class incremental learning	17
CORE: A knowledge graph entity type prediction method via complex space regression and embedding	17
Multi-view discriminant analysis with sample diversity for ECG biometric recognition	17
Stability of three-way concepts and its application to natural language generation	17
Selective Nearest Neighbors Clustering	17
A deep learning-based global and segmentation-based semantic feature fusion approach for indoor scene classification	17
Attribute-driven image captioning via soft-switch pointer	16
CERN: Compact facial expression recognition net	16
Feature enhancement and coarse-to-fine detection for RGB-D tracking	16
Social domain integrated semantic self-discovery method for recommendation	16
Multi-scale attention and dilation network for small defect detection	16
Attention guided deep features for accurate body mass index estimation	16
PDTE: Pyramidal deep Taylor expansion for optical flow estimation	16
Artistic neural style transfer using CycleGAN and FABEMD by adaptive information selection	16
Mobile image restoration via prior quantization	16
Revisiting convexity-preserving signal recovery with the linearly involved GMC penalty	16
RL-NBV: A deep reinforcement learning based next-best-view method for unknown object reconstruction	16
Editorial Board	16
CustomDepth: Customizing point-wise depth categories for depth completion	15
Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion	15
CrossFormer: Cross-guided attention for multi-modal object detection	15
DSR-Diff: Depth map super-resolution with diffusion model	15
Open set classification of untranscribed handwritten text image documents	15
Patterns of vehicle lights: Addressing complexities of camera-based vehicle light datasets and metrics	15

Federated learning withℓ1regularization	15
Reading QR Codes on challenging surfaces using thin-plate splines	15
Gauss-like Logarithmic Kernel Function to improve the performance of kernel machines on the small datasets	15
Adaptive graph fusion learning for multi-view spectral clustering	15
DNN self-embedding watermarking: Towards tampering detection and parameter recovery for deep neural network	15
HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments	15
Extending the kinematic theory of rapid movements with new primitives	14
Automatic Annotation Algorithm of Medical Radiological Images using Convolutional Neural Network	14
Less is more: A minimalist approach to robust GAN-generated face detection	14
Swin-chart: An efficient approach for chart classification	14
Deep NRSFM for multi-view multi-body pose estimation	14
A multi-aspect framework for explainable sentiment analysis	14
Scarcity-aware spam detection technique for big data ecosystem	14
Zero-shot semantic segmentation via spatial and multi-scale aware visual class embedding	14
Local Selective Vision Transformer for Depth Estimation Using a Compound Eye Camera	14
Beyond neighbourhood-preserving transformations for quantization-based unsupervised hashing	14
A method for user-customized compensation of metamorphopsia through video see-through enabled head mounted display	14
Robust clustering algorithm: The use of soft trimming approach	14
AMGB: Trajectory prediction using attention-based mechanism GCN-BiLSTM in IOV	14
Beyond the known: Enhancing Open Set Domain Adaptation with unknown exploration	14
FrankenMask: Manipulating semantic masks with transformers for face parts editing	14
Reversible attack based on adversarial perturbation and reversible data hiding in YUV colorspace	14
A motor imagery EEG signal classification algorithm based on recurrence plot convolution neural network	14
Coding self-representative and label-relaxed hashing for cross-modal retrieval	14
Fall detection algorithm based on global and local feature extraction	14
Tensor ring with alternative change mask for multitemporal hyperspectral image change detection	14
An experimental study on marine debris location and recognition using object detection	13
DualGroup for 3D instance and panoptic segmentation	13
Building crack identification and total quality management method based on deep learning	13
The effectiveness of T5, GPT-2, and BERT on text-to-image generation task	13
Head pose estimation using facial-landmarks classification for children rehabilitation games	13
Perturbation-based methods for explaining deep neural networks: A survey	13
Compositional coding capsule network with k-means routing for text classification	13
Meta-learning from learning curves for budget-limited algorithm selection	13
Texture analysis using two-dimensional permutation entropy and amplitude-aware permutation entropy	13
Cognitive data augmentation for adversarial defense via pixel masking	13
Option compatible reward inverse reinforcement learning	13
Document-level relation extraction via graph transformer networks and temporal convolutional networks	13
Imbalanced image classification with complement cross entropy	13
A micro Reinforcement Learning architecture for Intrusion Detection Systems	13
Context-related video anomaly detection via generative adversarial network	13
Mask-guided cycle-GAN for specular highlight removal	13
SC-LPR: Spatiotemporal context based LiDAR place recognition	13
Predicting soluble solids content in “Fuji” apples of different ripening stages based on multiple information fusion	13
TU2Net-GAN: A	12
Outlier detection: How to Select k for 12
SANet-SI: A new Self-Attention-Network for Script Identification in scene images	12
Even small correlation and diversity shifts pose dataset-bias issues	12
OSS-OCL: Occlusion scenario simulation and occluded-edge concentrated learning for pedestrian detection	12
Privacy preserving histopathological image augmentation with Conditional Generative Adversarial Networks	12
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification	12
Neuromorphic face analysis: A survey	12
MTFD-Net: Left atrium segmentation in CT images through fractal dimension estimation	12
Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment	12
Using recurrent neural networks for continuous authentication through gait analysis	12
Diverse part attentive network for video-based person re-identification	12
Deep network pruning: A comparative study on CNNs in face recognition	12
Robust experience replay sampling for multi-agent reinforcement learning	12
Points2NeRF: Generating Neural Radiance Fields from 3D point cloud	12
Adaptive loss function based least squares one-class support vector machine	11
A sharper definition of alignment for Panoptic Quality	11
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout	11
FusionCalib: Automatic extrinsic parameters calibration based on road plane reconstruction for roadside integrated radar camera fusion sensors	11
FFAVOD: Feature fusion architecture for video object detection	11
First person video summarization using different graph representations	11
Discriminative deep semi-nonnegative matrix factorization network with similarity maximization for unsupervised feature learning	11
HandFormer: Hand pose reconstructing from a single RGB image	11
Effective semi-supervised learning for structured data using Embedding GANs	11
Recognition of human locomotion on various transportations fusing smartphone sensors	11
Example forgetting and rehearsal in continual learning	11
Soft-Boundary Label Relaxation with class placement constraints for semantic segmentation of the railway environment	11
Continual semi-supervised learning through contrastive interpolation consistency	11
Iterative ridge regression using the aggregating algorithm	11
Multi-label learning based on instance correlation and feature redundancy	11
Iris R-CNN: Accurate iris segmentation and localization in non-cooperative environment with visible illumination	11
Improving license plate recognition via diverse stylistic plate generation	10
Beyond visual semantics: Exploring the role of scene text in image understanding	10
A transductive learning method to leverage graph structure for few-shot learning	10
Hybrid models for intraday stock price forecasting based on artificial neural networks and metaheuristic algorithms	10
TCD-CF: Triple cross-domain collaborative filtering recommendation	10
IDeAuth: A novel behavioral biometric-based implicit deauthentication scheme for smartphones	10
Positive-weighting feature enhancement for weakly supervised object localization	10
A shared-private sentiment analysis approach based on cross-modal information interaction	10
Dual Gaussian Modeling for Deep Face Embeddings	10
Adversarial mimicry attacks against image splicing forensics: An approach for jointly hiding manipulations and creating false detections	10
Knowledge points navigation based on three-way concept lattice for autonomous learning	10
DLR: Adversarial examples detection and label recovery for deep neural networks	10
Uncovering the authorship: Linking media content to social user profiles	10
K-Means for noise-insensitive multi-dimensional feature learning	10
Segmentation assisted Prostate Cancer Grading with Multitask Collaborative Learning	10
Improved prototypical network for active few-shot learning	10
TIGER: A Tucker-based instrument for gesture recognition with inertial sensors	10
Mask-guided network for image captioning	10
Intelligent evaluation of therapeutic effect of electroacupuncture moxibustion on cerebral ischemia reperfusion injury based on multimodal information fusion and neural network	10
On the transferability of adversarial perturbation attacks against fingerprint based authentication systems	10