Pattern Recognition Letters

Article	Citations
OSS-OCL: Occlusion Scenario Simulation and Occluded-edge Concentrated Learning for pedestrian detection	221
Function-based labels for complementary recommendation: Definition, annotation, and LLM-as-a-Judge	169
Robust clustering algorithm: The use of soft trimming approach	118
Semantic-aware self-supervised depth estimation for stereo 3D detection	93
GFMRC: A machine reading comprehension model for named entity recognition	82
EasyFuse: Easy-to-learn visible and infrared image fusion framework based on unpaired set	79
Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method	74
Underwater image color correction via global-local collaborative strategy	64
Quantized DiT with hadamard transformation: A technical report	61
Adaptive recursive channel selection for robust decoding of motor imagery EEG signal in patients with intracerebral hemorrhage	61
Guiding multimodal LLMs for efficient visual place recognition	56
Multi-dataset fusion for multi-task learning on face attribute recognition	54
Clustering criteria: What defines a good cluster?	52
Cross-attention based dual-similarity network for few-shot learning	51
Fake News Detection using Hashtag Context	51
Detection of visual pursuits using 1D convolutional neural networks	49
Entropy calibrated prototype embedding for transductive few-shot learning	48
Thermal crowd counting by distilling multi-modal knowledge	47
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation	45
Extending the kinematic theory of rapid movements with new primitives	45
SYNAuG: Exploiting synthetic data for data imbalance problems	43
Achieving high performance on sketch-based image retrieval without real sketches for training	42
Entire-detail motion dual-branch network for micro-expression recognition	41
Lightweight moment-residual-coherent patterns for image recognition	40
FCL-ViT: Task-aware attention tuning for Continual Learning	40

An analytic study on clustering driven self-supervised speaker verification	39
Innovative multi-modal approaches to Alzheimer’s disease detection: Transformer hybrid model and adaptive MLP-Mixer	39
A micro Reinforcement Learning architecture for Intrusion Detection Systems	39
AMGB: Trajectory prediction using attention-based mechanism GCN-BiLSTM in IOV	37
VWENet: Volumetric wavelet and mixture-of-experts network for 3D medical image segmentation	37
VMamba-Crowd: Bridging multi-scale features from Visual Mamba for weakly-supervised crowd counting	36
Rethinking 3D cost aggregation in stereo matching	35
Conditional Stable Diffusion for Distortion Correction and Image Rectification	34
DLR: Adversarial examples detection and label recovery for deep neural networks	34
CrossFormer: Cross-guided attention for multi-modal object detection	34
Distilling EEG representations via capsules for affective computing	33
Self-supervised multi-echo point cloud denoising in snowfall	33
Example forgetting and rehearsal in continual learning	33
Editorial Board	33
The diversified-equal loss for image translation tasks	32
Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022	32
Reflections of an ancient document processor	32
A Hybrid Tucker-VQ Tensor Sketch decomposition model for coding and streaming real world light fields using stack of differently focused images	32
Inter-separability and intra-concentration to enhance stochastic neural network adversarial robustness	32
Efficient graph edit distance computation using isomorphic vertices	31
Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models	30
EEPNet: An efficient and effective convolutional neural network for palmprint recognition	29
DM-SR: Diffusion-based multimodal semantic restoration within semantic communication systems	29
Spike-TBR: A noise resilient neuromorphic event representation	29
Skeleton-based estimation of interaction readiness via spatio-temporal graph convolution	29
An improved lightweight two-dimensional human pose estimation network	29
Iterative ridge regression using the aggregating algorithm	29
Index for assessment of stationarity in spatiotemporal climatic signals	28
Probability propagation for faster and efficient point cloud segmentation using a neural network	27
Learning to resolve uncertainties for large-scale face recognition	27
HDRfeat: A feature-rich network for high dynamic range image reconstruction	27
Dual-stream correlation exploration for face anti-Spoofing	26
Hiding data hiding	26
Similarity activation map for co-salient object detection	26
Adaptive dynamic networks for object detection in aerial images	26
Manifold information through neighbor embedding projection for image retrieval	25
Single image super-resolution using Wasserstein generative adversarial network with gradient penalty	25
Edge aware adaptive fusion network for video salient object detection	25
FoodMem: Near real-time and precise food video segmentation	25
Fusion Regression	25
Multi-period interaction networks for time series forecasting	25
Enhancing visual adversarial transferability via affine transformation of intermediate-level perturbations	24
Optimized Deep Isolation Forest	24
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout	24
Attribute disentanglement with gradient reversal for interactive fashion retrieval	24
A novel ensemble model with two-stage learning for joint dialog act recognition and sentiment classification	24
GAF-Net: A new automated segmentation method based on multiscale feature fusion and feedback module	23
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images	23
Learning on sample-efficient and label-efficient multi-view cardiac data with graph transformer	23
Editorial Board	23

Graph Neural Networks for 3D facial morphology: Assessing the effectiveness of anthropometric and automated landmark detection	23
GlueHardener: Correspondence enhancement with geometric constraints for visual odometry	23
Generation of super-resolution for medical image via a self-prior guided Mamba network with edge-aware constraint	23
New advances in body composition assessment with ShapedNet: A single image deep regression approach	23
On the robustness of self-supervised representations for multi-view object classification	22
Dual Feature Enhancement Graph Clustering Network	22
TMO-Det: Deep tone-mapping optimized with and for object detection	22
N-QGNv2: Predicting the optimum quadtree representation of a depth map from a monocular camera	22
Diverse video captioning through latent variable expansion	22
Continual learning for adaptive social network identification	22
Summarized knowledge guidance for single-frame temporal action localization	22
Real-time identification of eye fixations and saccades using radial basis function networks and Markov chains	21
SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification	21
Classification of emotions using EEG activity associated with different areas of the brain	21
CGNN: Caption-assisted graph neural network for image-text retrieval	21
Analysis of systems’ performance in natural language processing competitions	21
Cross-project defect prediction based on G-LSTM model	20
Visual grounding of remote sensing images with multi-dimensional semantic-guidance	20
Deep graph neural network architecture enhanced by self-attention aggregation mechanism	20
Offline Handwritten Signature Verification under a Stream Context with Partially Labeled Data	20
Multimodal AI-enhanced ship detection for mapping fishing vessels and informing on suspicious activities	20
Kernel-based convolution expansion for facial expression recognition	20
Deep active learning: A reality check	20
A more reliable local-global-guided network for correspondence pruning	20
Transformer vision-language tracking via proxy token guided cross-modal fusion	20
Enhancing precipitation detection: A multi-sensor approach using conditional GANs and recurrent networks	19
Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets	19
Semantic-refined spatial pyramid network for crowd counting	19
ProFeat: Unsupervised image clustering via progressive feature refinement	19
Memory-based Transformer with shorter window and longer horizon for multivariate time series forecasting	19
PAT: Pixel-wise Adaptive Training for long-tailed segmentation	19
Geometric insights into focal loss: Reducing curvature for enhanced model calibration	19
Improving out-of-domain generalization in Multiple Sclerosis detection and segmentation using Random Convolutions	18
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
Tadmo: A tabular distance measure with move operations	18
A novel ensemble approach for crop disease detection by leveraging customized EfficientNets and interpretability	18
RobustPrompt: Learning to defend against adversarial attacks with adaptive visual prompts	18
Dark channel map and union training strategy for object detection in foggy scenes	18
Zero-shot ear cross-dataset transfer for person recognition on mobile devices	18
Improving the matching of deformable objects by learning to detect keypoints	18
VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval	17
Neural network based cognitive approaches from face perception with human performance benchmark	17
Attentive ExFeat based deep generative adversarial network for noise robust face super-resolution	17
Decoding attention from the visual cortex: fMRI-based prediction of human saliency maps	17
Data augmentation in time series forecasting through inverted framework	16
Use estimated signal and noise to adjust step size for image restoration	16
Locality-aware subgraphs for inductive link prediction in knowledge graphs	16
Editorial Board	16
Corrigendum to “Keyword weight optimization using gradient strategies in event focused web crawling” Pattern recognition letters volume 142 (2021) pages 3-10	16
Cross-erasure enhanced network for occluded person re-identification	16
Multicriteria decision support employing adaptive prediction in a tensor-based feature representation	16
Transforming gradient-based techniques into interpretable methods	16
Clustering-inspired channel selection method for weakly supervised object localization	16
Attention Mechanism Based Mixture of Gaussian Processes	16
Information theoretic clustering of the human pangenome minigraph	16
CAMFND: Cross-modal adaptive-aware learning for multimodal fake news detection	16
Deep neural network with deformable convolution and side window convolution for image denoising	16
Fast approximate maximum common subgraph computation	16
Automatic dottization of Arabic text (Rasms) using deep recurrent neural networks	16
Aggregated masked autoencoding for offline reinforcement learning	16
A lightness-aware loss for low-light image enhancement	16
Multifractal characterization and recognition of animal behavior based on deep wavelet transform	15
PSA-Det3D: Pillar set abstraction for 3D object detection	15
NAS For efficient mobile eyebrow biometrics	15
MIF: Multi-source information fusion for few-shot classification with CLIP	15
Special section: CIARP-24	15
Improving Parkinson’s disease recognition through voice analysis using deep learning	15
CLIPRefiner: Enhancing realism and detail in free-hand sketches through semantically-aware optimization	15
Bi-discriminator GAN for tabular data synthesis	15
DuaFace: Data uncertainty in angular based loss for face recognition	15
An overhead-free region-based JPEG framework for task-driven image compression	15
HLCN: A Hypergraph Laplace Contrastive Network for enhanced multimodal sentiment analysis	15
CSF: Closed-mask-guided semantic fusion method for semantic perception of unknown scenes	15
An efficient ensemble explainable AI (XAI) approach for morphed face detection	15
Dead pixel test using effective receptive field	15
Global-local graph neural networks for node-classification	15
Improving radial lens distortion correction with multi-task learning	15
Style transformation super-resolution GAN for extremely small infrared target image	15
3D ear reconstruction with Neural-Powell optimized SOP and curvature guidance	15

Weight Saliency search with Semantic Constraint for Neural Machine Translation attacks	15
Discriminative projection fuzzy K-Means with adaptive neighbors	15
Panoramic brain network analyzer: A residual graph network with attention mechanism for autism spectrum disorder diagnosis	15
A Bayesian network combiner for multimodal handwriting analysis in Alzheimer’s disease detection	15
Group commonality graph: Multimodal pedestrian trajectory prediction via deep group features	14
Kreĭn twin support vector machines for imbalanced data classification	14
InDeepFake: A novel multimodal multilingual indian deepfake video dataset	14
SAMIRO: Spatial Attention Mutual Information Regularization with a pre-trained model as Oracle for lane detection	14
Learning a robust RGB-Thermal detector for extreme modality imbalance	14
Segment Anything Model for detecting salient objects with accurate prompting and Ladder Directional Perception	14
MCFP: A multi-target 3D perception method with weak dependence on 2D detectors	14
Enhancing surface normal estimation with cross-modal attention RGB-D fusion and adversarial Schrödinger bridge	14
Interpretable answer retrieval based on heterogeneous network embedding	14
Graph neural collaborative filtering with medical content-aware pre-training for treatment pattern recommendation	13
Assessing demographic bias in brain age prediction models using multiple deep learning paradigms	13
GCAESeg: Grouped Channel Attention Enhanced network for thyroid nodule segmentation in ultrasound images	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
Data-agnostic Face Image Synthesis Detection using Bayesian CNNs	13
Uncertainty quantification metrics for deep regression	13
Comparing filter and wrapper approaches for feature selection in handwritten character recognition	13
Explainable few-shot learning with visual explanations on a low resource pneumonia dataset	13
Distributed edge-event-triggered consensus of multi-agent system under DoS attack	13
Multi-scale self-attention mixup for graph classification	13
TRIS: A multimodal and multitask framework for unifying text–image retrieval and referring image segmentation	13
Hand-object information embedded dexterous grasping generation	13
Introduction to the special issue on “Computer vision solutions for part-based image analysis and classification (CV_PARTIAL)”	13
Editorial for special section ‘ICPR 2020’	13
Metadata, wavelet, and time aware diffusion models for satellite image super resolution	13
Adversarial image generation by spatial transformation in perceptual colorspaces	13
KeyEncoder: A secure and usable EEG-based cryptographic key generation mechanism	13
Camera-independent color constancy by scene semantics	13
An improved entity recognition approach to cyber-social knowledge provision of intellectual property using a CRF-LSTM model	13
Mind the data: Evaluating data quality sensitivity in medical LLMs	13
Editorial Board	13
Multi-Modal Retrieval Augmented Text-to-3D Generation with Accelerated Sampling	13
Voxel and deep learning based depth complementation for transparent objects	12
Prototype distance ratio sampling for generalised few shot object detection	12
DAT: A robust Discriminant Analysis-based Test of unimodality for unknown input distributions	12
Channel-spatial knowledge distillation for efficient semantic segmentation	12
Feature decomposition-based gaze estimation with auxiliary head pose regression	12
ADFNeT: Adaptive decomposition and fusion for color constancy	12
Generating visual-adaptive audio representation for audio recognition	12
EPRVFL: A fast and scalable model for real-time fake news detection	12
Progressive dense feature fusion network for single image deraining	12
Addressing domain discrepancy: A dual-branch collaborative model to unsupervised dehazing	12
Multi-low resource languages in palm leaf manuscript recognition: Syllable-based augmentation and error analysis	12
Denoising diffusion model with adversarial learning for unsupervised anomaly detection on brain MRI images	12
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
Adaptive knowledge transfer for class incremental learning	12
CTCSANet: An adaptive channel-spatial attention network for abdominal organ segmentation	12
Social domain integrated semantic self-discovery method for recommendation	12
Non-parametric discretization for probabilistic labeled data	12
ABAE: Auxiliary Balanced AutoEncoder for class-imbalanced semi-supervised learning	12
Hierarchical supervisions with two-stream network for Deepfake detection	12
Editorial Board	12
Editorial Board	12
Autoencoders with exponential deviation loss for weakly supervised anomaly detection	12
Memory-efficient distribution-guided experience sampling for policy consolidation	12
Machine-learning-based hyper-heuristics for solving the Knapsack Problem	12
STaTS: Structure-aware temporal sequence summarization via statistical window merging	11
DSR-Diff: Depth map super-resolution with diffusion model	11
Image outpainting guided by prior structure information	11
SqCLIRIL: Spoken query cross-lingual information retrieval in Indian languages	11
Exploiting deep and hand-crafted features for texture image retrieval using class membership	11
Local Selective Vision Transformer for Depth Estimation Using a Compound Eye Camera	11
Surgical text-to-image generation	11
Information extraction in handwritten historical logbooks	11
AE+GAE: A mixture model for structural and semantic feature detection in graph neural network regression	11
CustomDepth: Customizing point-wise depth categories for depth completion	11
Patterns of vehicle lights: Addressing complexities of camera-based vehicle light datasets and metrics	11
An explainable super-resolution visual method for micro-crack image detection	11
MVSSC: Meta-reinforcement learning based visual indoor navigation using multi-view semantic spatial context	11
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification	11
Active anomaly detection based on deep one-class classification	11
Object detection in drone video based on recurrent motion attention	11
Multi-head second-order pooling for graph transformer networks	11
Detail preserving conditional random field as 2-D RNN for gland segmentation in histology images	11
Open set classification of untranscribed handwritten text image documents	11
Mask-guided cycle-GAN for specular highlight removal	11
Deep network pruning: A comparative study on CNNs in face recognition	11
Neuromorphic face analysis: A survey	11
Artistic neural style transfer using CycleGAN and FABEMD by adaptive information selection	11
A closed-form solution for conditional multidimensional scaling	11
Federated learning with ℓ1 regularization	11
Segmenting white matter hyperintensities in brain magnetic resonance images using convolution neural networks	11
PDTE: Pyramidal deep Taylor expansion for optical flow estimation	11
SPOT: An efficient training-free task similarity quantification method for continual learning	11
Texture analysis using two-dimensional permutation entropy and amplitude-aware permutation entropy	11
Less is more: A minimalist approach to robust GAN-generated face detection	11
Decoding class dynamics in learning with noisy labels	10
Editorial Board	10
Vehicle detection using improved region convolution neural network for accident prevention in smart roads	10