Pattern Recognition Letters

Article	Citations
OSS-OCL: Occlusion Scenario Simulation and Occluded-edge Concentrated Learning for pedestrian detection	219
Extending the kinematic theory of rapid movements with new primitives	166
Entire-detail motion dual-branch network for micro-expression recognition	108
A micro Reinforcement Learning architecture for Intrusion Detection Systems	93
Entropy calibrated prototype embedding for transductive few-shot learning	80
VWENet: Volumetric wavelet and mixture-of-experts network for 3D medical image segmentation	75
Rethinking 3D cost aggregation in stereo matching	74
Innovative multi-modal approaches to Alzheimer’s disease detection: Transformer hybrid model and adaptive MLP-Mixer	65
Detection of visual pursuits using 1D convolutional neural networks	63
CORE: A knowledge graph entity type prediction method via complex space regression and embedding	62
Robust clustering algorithm: The use of soft trimming approach	58
Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method	57
GFMRC: A machine reading comprehension model for named entity recognition	56
Fake News Detection using Hashtag Context	52
EasyFuse: Easy-to-learn visible and infrared image fusion framework based on unpaired set	52
CrossFormer: Cross-guided attention for multi-modal object detection	51
An analytic study on clustering driven self-supervised speaker verification	51
Achieving high performance on sketch-based image retrieval without real sketches for training	47
AMGB: Trajectory prediction using attention-based mechanism GCN-BiLSTM in IOV	46
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation	45
Multi-dataset fusion for multi-task learning on face attribute recognition	45
Function-based labels for complementary recommendation: Definition, annotation, and LLM-as-a-Judge	44
FCL-ViT: Task-aware attention tuning for Continual Learning	44
Semantic-aware self-supervised depth estimation for stereo 3D detection	41
Underwater image color correction via global-local collaborative strategy	41

Quantized DiT with hadamard transformation: A technical report	40
Cross-attention based dual-similarity network for few-shot learning	39
Adaptive recursive channel selection for robust decoding of motor imagery EEG signal in patients with intracerebral hemorrhage	39
SYNAuG: Exploiting synthetic data for data imbalance problems	39
Clustering criteria: What defines a good cluster?	39
Guiding multimodal LLMs for efficient visual place recognition	37
VMamba-Crowd: Bridging multi-scale features from Visual Mamba for weakly-supervised crowd counting	37
Manifold information through neighbor embedding projection for image retrieval	36
FoodMem: Near real-time and precise food video segmentation	36
HDRfeat: A feature-rich network for high dynamic range image reconstruction	34
A novel ensemble model with two-stage learning for joint dialog act recognition and sentiment classification	34
Editorial Board	34
Skeleton-based estimation of interaction readiness via spatio-temporal graph convolution	33
Multi-period interaction networks for time series forecasting	33
Fusion Regression	33
Self-supervised multi-echo point cloud denoising in snowfall	33
Spike-TBR: A noise resilient neuromorphic event representation	32
Enhancing visual adversarial transferability via affine transformation of intermediate-level perturbations	32
DM-SR: Diffusion-based multimodal semantic restoration within semantic communication systems	32
Adaptive dynamic networks for object detection in aerial images	32
An improved lightweight two-dimensional human pose estimation network	32
The diversified-equal loss for image translation tasks	31
Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models	31
Learning to resolve uncertainties for large-scale face recognition	31
Attribute disentanglement with gradient reversal for interactive fashion retrieval	30
Index for assessment of stationarity in spatiotemporal climatic signals	30
A Hybrid Tucker-VQ Tensor Sketch decomposition model for coding and streaming real world light fields using stack of differently focused images	29
Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022	29
Similarity activation map for co-salient object detection	29
Inter-separability and intra-concentration to enhance stochastic neural network adversarial robustness	28
Single image super-resolution using Wasserstein generative adversarial network with gradient penalty	28
Reflections of an ancient document processor	28
Probability propagation for faster and efficient point cloud segmentation using a neural network	28
Conditional Stable Diffusion for Distortion Correction and Image Rectification	27
FGFDL: Frame grouping and feature dissimilarity learning for reverse video recognition	27
Dual-stream correlation exploration for face anti-Spoofing	27
Hiding data hiding	26
Distilling EEG representations via capsules for affective computing	26
Example forgetting and rehearsal in continual learning	26
Editorial Board	26
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout	25
DLR: Adversarial examples detection and label recovery for deep neural networks	25
Optimized Deep Isolation Forest	25
Efficient graph edit distance computation using isomorphic vertices	25
Text-to-image synthesis with self-supervised learning	25
Iterative ridge regression using the aggregating algorithm	25
GlueHardener: Correspondence enhancement with geometric constraints for visual odometry	24
GAF-Net: A new automated segmentation method based on multiscale feature fusion and feedback module	24
EEPNet: An efficient and effective convolutional neural network for palmprint recognition	24
Edge aware adaptive fusion network for video salient object detection	24

N-QGNv2: Predicting the optimum quadtree representation of a depth map from a monocular camera	23
New advances in body composition assessment with ShapedNet: A single image deep regression approach	23
Learning on sample-efficient and label-efficient multi-view cardiac data with graph transformer	23
Continual learning for adaptive social network identification	23
Graph Neural Networks for 3D facial morphology: Assessing the effectiveness of anthropometric and automated landmark detection	23
On the robustness of self-supervised representations for multi-view object classification	23
TMO-Det: Deep tone-mapping optimized with and for object detection	23
Visual grounding of remote sensing images with multi-dimensional semantic-guidance	23
Deep active learning: A reality check	22
CGNN: Caption-assisted graph neural network for image-text retrieval	22
Diverse video captioning through latent variable expansion	22
Summarized knowledge guidance for single-frame temporal action localization	22
A more reliable local-global-guided network for correspondence pruning	22
SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification	21
Multimodal AI-enhanced ship detection for mapping fishing vessels and informing on suspicious activities	21
Classification of emotions using EEG activity associated with different areas of the brain	21
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images	21
Analysis of systems’ performance in natural language processing competitions	21
Cross-project defect prediction based on G-LSTM model	20
Use estimated signal and noise to adjust step size for image restoration	20
Enhancing precipitation detection: A multi-sensor approach using conditional GANs and recurrent networks	20
Kernel-based convolution expansion for facial expression recognition	20
Dual Feature Enhancement Graph Clustering Network	20
Real-time identification of eye fixations and saccades using radial basis function networks and Markov chains	20
Generation of super-resolution for medical image via a self-prior guided Mamba network with edge-aware constraint	20
Memory-based Transformer with shorter window and longer horizon for multivariate time series forecasting	20
Deep graph neural network architecture enhanced by self-attention aggregation mechanism	20
Transformer vision-language tracking via proxy token guided cross-modal fusion	20
Semantic-refined spatial pyramid network for crowd counting	20
PAT: Pixel-wise Adaptive Training for long-tailed segmentation	20
ProFeat: Unsupervised image clustering via progressive feature refinement	19
Fast approximate maximum common subgraph computation	19
Locality-aware subgraphs for inductive link prediction in knowledge graphs	19
Improving out-of-domain generalization in Multiple Sclerosis detection and segmentation using Random Convolutions	19
Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets	19
Multiple change point clustering of count processes with application to California COVID data	19
Tadmo: A tabular distance measure with move operations	19
Geometric insights into focal loss: Reducing curvature for enhanced model calibration	19
Adversarial training of LSTM-ED based anomaly detection for complex time-series in cyber-physical-social systems	18
Coarse to fine image matching by mining matchable regions and geometric cues	18
Attentive ExFeat based deep generative adversarial network for noise robust face super-resolution	18
Zero-shot ear cross-dataset transfer for person recognition on mobile devices	18
RobustPrompt: Learning to defend against adversarial attacks with adaptive visual prompts	18
VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval	18
Dark channel map and union training strategy for object detection in foggy scenes	18
Improving the matching of deformable objects by learning to detect keypoints	18
A novel ensemble approach for crop disease detection by leveraging customized EfficientNets and interpretability	18
Data augmentation in time series forecasting through inverted framework	17
Neural network based cognitive approaches from face perception with human performance benchmark	17
Decoding attention from the visual cortex: fMRI-based prediction of human saliency maps	17
Deep neural network with deformable convolution and side window convolution for image denoising	17
Clustering-inspired channel selection method for weakly supervised object localization	16
Automatic dottization of Arabic text (Rasms) using deep recurrent neural networks	16
Editorial Board	16
Interpretable answer retrieval based on heterogeneous network embedding	16
Attention Mechanism Based Mixture of Gaussian Processes	16
CAMFND: Cross-modal adaptive-aware learning for multimodal fake news detection	16
Cross-erasure enhanced network for occluded person re-identification	16
A lightness-aware loss for low-light image enhancement	16
Information theoretic clustering of the human pangenome minigraph	16
Aggregated masked autoencoding for offline reinforcement learning	16
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation	16
Transforming gradient-based techniques into interpretable methods	16
MCFP: A multi-target 3D perception method with weak dependence on 2D detectors	16
Corrigendum to “Keyword weight optimization using gradient strategies in event focused web crawling” Pattern recognition letters volume 142 (2021) pages 3-10	16
GCAESeg: Grouped Channel Attention Enhanced network for thyroid nodule segmentation in ultrasound images	16
Special section: CIARP-24	15
Graph neural collaborative filtering with medical content-aware pre-training for treatment pattern recommendation	15
An efficient ensemble explainable AI (XAI) approach for morphed face detection	15
Global-local graph neural networks for node-classification	15
Metadata, wavelet, and time aware diffusion models for satellite image super resolution	15
Discriminative projection fuzzy K-Means with adaptive neighbors	15
Multifractal characterization and recognition of animal behavior based on deep wavelet transform	15
HLCN: A Hypergraph Laplace Contrastive Network for enhanced multimodal sentiment analysis	15
Group commonality graph: Multimodal pedestrian trajectory prediction via deep group features	15
Enhancing surface normal estimation with cross-modal attention RGB-D fusion and adversarial Schrödinger bridge	15
Panoramic brain network analyzer: A residual graph network with attention mechanism for autism spectrum disorder diagnosis	15
Dead pixel test using effective receptive field	15
Bi-discriminator GAN for tabular data synthesis	15
Comparing filter and wrapper approaches for feature selection in handwritten character recognition	15

3D ear reconstruction with Neural-Powell optimized SOP and curvature guidance	15
MIF: Multi-source information fusion for few-shot classification with CLIP	15
Weight Saliency search with Semantic Constraint for Neural Machine Translation attacks	15
PSA-Det3D: Pillar set abstraction for 3D object detection	15
Improving Parkinson’s disease recognition through voice analysis using deep learning	15
Segment Anything Model for detecting salient objects with accurate prompting and Ladder Directional Perception	15
CLIPRefiner: Enhancing realism and detail in free-hand sketches through semantically-aware optimization	15
CSF: Closed-mask-guided semantic fusion method for semantic perception of unknown scenes	15
Improving radial lens distortion correction with multi-task learning	15
A Bayesian network combiner for multimodal handwriting analysis in Alzheimer’s disease detection	15
An overhead-free region-based JPEG framework for task-driven image compression	14
InDeepFake: A novel multimodal multilingual indian deepfake video dataset	14
Uncertainty quantification metrics for deep regression	14
Style transformation super-resolution GAN for extremely small infrared target image	14
Kreĭn twin support vector machines for imbalanced data classification	14
Learning a robust RGB-Thermal detector for extreme modality imbalance	14
SAMIRO: Spatial Attention Mutual Information Regularization with a pre-trained model as Oracle for lane detection	14
On Why and How Statistical Significance Criteria Can Guide Multivariate Time Series Motif Analysis	14
Introduction to the special issue on “Computer vision solutions for part-based image analysis and classification (CV_PARTIAL)”	13
Data-agnostic Face Image Synthesis Detection using Bayesian CNNs	13
Mind the data: Evaluating data quality sensitivity in medical LLMs	13
KeyEncoder: A secure and usable EEG-based cryptographic key generation mechanism	13
Explainable few-shot learning with visual explanations on a low resource pneumonia dataset	13
Hand-object information embedded dexterous grasping generation	13
Editorial Board	13
Editorial for special section ‘ICPR 2020’	13
ABAE: Auxiliary Balanced AutoEncoder for class-imbalanced semi-supervised learning	13
A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG	13
Editorial for the special issue on implicit biometric authentication and monitoring through Internet of Biometric Things (I-BIO)	13
Multi-scale self-attention-based feature enhancement for detection of targets with small image sizes	13
An improved entity recognition approach to cyber-social knowledge provision of intellectual property using a CRF-LSTM model	13
Camera-independent color constancy by scene semantics	13
Distributed edge-event-triggered consensus of multi-agent system under DoS attack	13
Non-parametric discretization for probabilistic labeled data	13
Voxel and deep learning based depth complementation for transparent objects	13
TRIS: A multimodal and multitask framework for unifying text–image retrieval and referring image segmentation	13
NAS For efficient mobile eyebrow biometrics	13
Hierarchical supervisions with two-stream network for Deepfake detection	13
Multi-scale self-attention mixup for graph classification	13
Assessing demographic bias in brain age prediction models using multiple deep learning paradigms	13
Denoising diffusion model with adversarial learning for unsupervised anomaly detection on brain MRI images	13
Adversarial image generation by spatial transformation in perceptual colorspaces	13
DuaFace: Data uncertainty in angular based loss for face recognition	13
DAT: A robust Discriminant Analysis-based Test of unimodality for unknown input distributions	13
Reducing redundancy in the bottleneck representation of autoencoders	12
HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments	12
Multi-low resource languages in palm leaf manuscript recognition: Syllable-based augmentation and error analysis	12
Channel-spatial knowledge distillation for efficient semantic segmentation	12
Exploiting deep and hand-crafted features for texture image retrieval using class membership	12
CustomDepth: Customizing point-wise depth categories for depth completion	12
PDTE: Pyramidal deep Taylor expansion for optical flow estimation	12
ADFNeT: Adaptive decomposition and fusion for color constancy	12
Social domain integrated semantic self-discovery method for recommendation	12
Editorial Board	12
Feature decomposition-based gaze estimation with auxiliary head pose regression	12
Editorial Board	12
Progressive dense feature fusion network for single image deraining	12
Autoencoders with exponential deviation loss for weakly supervised anomaly detection	12
CTCSANet: An adaptive channel-spatial attention network for abdominal organ segmentation	12
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification	12
Machine-learning-based hyper-heuristics for solving the Knapsack Problem	12
EPRVFL: A fast and scalable model for real-time fake news detection	12
Addressing domain discrepancy: A dual-branch collaborative model to unsupervised dehazing	12
Memory-efficient distribution-guided experience sampling for policy consolidation	12
Generating visual-adaptive audio representation for audio recognition	12
Texture analysis using two-dimensional permutation entropy and amplitude-aware permutation entropy	12
Adaptive knowledge transfer for class incremental learning	12
Multi-head second-order pooling for graph transformer networks	12
Federated learning with ℓ1 regularization	11
Patterns of vehicle lights: Addressing complexities of camera-based vehicle light datasets and metrics	11
Information extraction in handwritten historical logbooks	11
Image outpainting guided by prior structure information	11
Object detection in drone video based on recurrent motion attention	11
Local Selective Vision Transformer for Depth Estimation Using a Compound Eye Camera	11
An explainable super-resolution visual method for micro-crack image detection	11
Open set classification of untranscribed handwritten text image documents	11
Mask-guided cycle-GAN for specular highlight removal	11
SPOT: An efficient training-free task similarity quantification method for continual learning	11
Neuromorphic face analysis: A survey	11
Surgical text-to-image generation	11
Active anomaly detection based on deep one-class classification	11
Deep network pruning: A comparative study on CNNs in face recognition	11
Rotation invariant Gabor convolutional neural network for image classification	11
DSR-Diff: Depth map super-resolution with diffusion model	11
Less is more: A minimalist approach to robust GAN-generated face detection	11
AE+GAE: A mixture model for structural and semantic feature detection in graph neural network regression	11
STaTS: Structure-aware temporal sequence summarization via statistical window merging	11
MVSSC: Meta-reinforcement learning based visual indoor navigation using multi-view semantic spatial context	11
SqCLIRIL: Spoken query cross-lingual information retrieval in Indian languages	11
A closed-form solution for conditional multidimensional scaling	11
Micro-expression spotting based on optical flow features	11
Negotiation games with structured post-hoc intents	11
Detail preserving conditional random field as 2-D RNN for gland segmentation in histology images	11
Artistic neural style transfer using CycleGAN and FABEMD by adaptive information selection	11
A small object detection method with context information for high altitude images	10