Image and Vision Computing

Article	Citations
ABC: Aligning binary centers for single-stage monocular 3D object detection	415
Lightweight multi-scale global attention enhancement network for image super-resolution	179
Alignment and fusion for adaptive domain nighttime semantic segmentation	179
DeepArUco++: Improved detection of square fiducial markers in challenging lighting conditions	153
AI-powered trustable and explainable fall detection system using transfer learning	120
BF3D: Bi-directional fusion 3D detector with semantic sampling and geometric mapping	110
SRMA-KD: Structured relational multi-scale attention knowledge distillation for effective lightweight cardiac image segmentation	94
Accurate and efficient salient object detection via position prior attention	86
G-TRACE: Grouped temporal recalibration for video object segmentation	80
Efficient ultra-lightweight convolutional attention network for embedded identity document recognition system	75
CODNet: Context-based object detection network for multimodal image captioning and virtual question answering	72
PST-Mamba: Spatio-temporal selective state fusion for effective point cloud video understanding with state space models	69
ADVC: Adversarial dense video captioning with unsupervised pretraining	67
CAGS: Open-vocabulary 3D scene understanding with context-aware Gaussian splatting	66
GAN-BodyPose: Real-time 3D human body pose data key point detection and quality assessment assisted by generative adversarial network	62
Single stage architecture for improved accuracy real-time object detection on mobile devices	59
MAFUNet: Mamba with adaptive fusion UNet for medical image segmentation	58
Learning diverse and deep clues for person reidentification	52
Active domain adaptation for semantic segmentation via dynamically balancing domainness and uncertainty	52
Privacy-preserving explainable AI enable federated learning-based denoising fingerprint recognition model	49
Synthetic lidar point cloud generation using deep generative models for improved driving scene object recognition	49
HPD-Depth: High performance decoding network for self-supervised monocular depth estimation	47
Feature decoupling and interaction network for defending against adversarial examples	46
Modeling content-attribute preference for personalized image esthetics assessment	45
GLMambaNet: Mamba-based decoder with local detail enhancement for semantic segmentation of remote sensing imagery	42

Few-shot-based video generation via multimodal fusion and Fourier Spliter	40
Background debiased class incremental learning for video action recognition	40
Window normalization: Enhancing point cloud understanding by unifying inconsistent point densities	38
Multi-information guided camouflaged object detection	37
Hourglass cascaded recurrent stereo matching network	37
RGB-T tracking by modality difference reduction and feature re-selection	37
DMNet: Image dehazing via Dual-Domain Modulation	36
Few-shot classification with multisemantic information fusion network	36
SAGNet: Synergistic Attention-Graph Network For video salient object detection	35
Frequency and content dual stream network for image dehazing	35
SAFENet: Semantic-Aware Feature Enhancement Network for unsupervised cross-domain road scene segmentation	34
Depth assisted novel view synthesis using few images	33
Burst image super-resolution via multi-cross attention encoding and multi-scan state-space decoding	33
Enhanced residual network for burst image super-resolution using simple base frame guidance	33
MVPCC-Net: Multi-View Based Point Cloud Completion Network for MLS data	31
A Point-2s reinforcement learning biomimetic model for estimating and analyzing human 3D motion posture	31
ST-VTON: Self-supervised vision transformer for image-based virtual try-on	30
1D kernel distillation network for efficient image super-resolution	30
Two-stream transformer tracking with messengers	30
Editorial Board	30
Learning accurate monocular 3D voxel representation via bilateral voxel transformer	30
CSG-DOF:A Class Structure-Guided Discriminative Optimization Framework for few-shot object detection	29
Visionary vigilance: Optimized YOLOV8 for fallen person detection with large-scale benchmark dataset	29
Utilizing Inherent Bias for Memory Efficient Continual Learning: A Simple and Robust Baseline	29
CMS-net: Edge-aware multimodal MRI feature fusion for brain tumor segmentation	28
FSBI: Deepfake detection with frequency enhanced self-blended images	28
Multi-view dynamic facial action unit detection	27
Recent advances in deterministic human motion prediction: A review	27
Deep learning with adaptive convolutions for classification of retinal diseases via optical coherence tomography	26
TransMix: Crafting highly transferable adversarial examples to evade face recognition models	26
Memory-MambaNav: Enhancing object-goal navigation through integration of spatial–temporal scanning with state space models	26
Editorial Board	26
Self-supervised Vision Transformers for 3D pose estimation of novel objects	26
Dual subspace clustering for spectral-spatial hyperspectral image clustering	26
SADGFeat: Learning local features with layer spatial attention and domain generalization	26
Editorial Board	25
Distributed collaborative machine learning in real-world application scenario: A white blood cell subtypes classification case study	25
Mixup Mask Adaptation: Bridging the gap between input saliency and representations via attention mechanism in feature mixup	25
PAGML: Precise Alignment Guided Metric Learning for sketch-based 3D shape retrieval	25
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding	24
SDMNet: Spatially dilated multi-scale network for object detection for drone aerial imagery	24
Object tracking based on temporal and spatial context information	23
AGSAM-Net: UAV route planning and visual guidance model for bridge surface defect detection	23
Face deidentification with controllable privacy protection	23
Doctor-in-the-Loop: An explainable, multi-view deep learning framework for predicting pathological response in non-small cell lung cancer	23
Enhancing consistency in virtual try-on: A novel diffusion-based approach	23
Contrast enhancement of region of interest of backlit image for surveillance systems based on multi-illumination fusion	23
EMA-GS: Improving sparse point cloud rendering with EMA gradient and anchor upsampling	23
NPVForensics: Learning VA correlations in non-critical phoneme–viseme regions for deepfake detection	22
A multi-branch dual attention segmentation network for epiphyte drone images	22

DynaGuide: A generalizable dynamic guidance framework for zero-shot guided unsupervised semantic segmentation	22
Matte anything: Interactive natural image matting with segment anything model	22
Mitigating human fall injuries: A novel system utilizing 3D 4-stream convolutional neural networks and image fusion	21
A new multi-picture architecture for learned video deinterlacing and demosaicing with parallel deformable convolution and self-attention blocks	20
Robust visual tracking via modified Harris hawks optimization	20
Intelligent deep learning based ethnicity recognition and classification using facial images	20
Enhancing brain tumor classification in MRI images: A deep learning-based approach for accurate diagnosis	20
A spatial-frequency domain multi-branch decoder method for real-time semantic segmentation	20
Landmark-in-facial-component: Towards occlusion-robust facial landmark localization	20
RFSC-net: Re-parameterization forward semantic compensation network in low-light environments	20
Detection of anomaly in surveillance videos using quantum convolutional neural networks	20
CNN and Transformer-based deep learning models for automated white blood cell detection	20
Deep learning enhanced monocular visual odometry: Advancements in fusion mechanisms and training strategies	20
Unsupervised Object Localization driven by self-supervised foundation models: A comprehensive review	20
STAFFormer: Spatio-temporal adaptive fusion transformer for efficient 3D human pose estimation	20
Intelligent facial expression recognition and classification using optimal deep transfer learning model	20
UHDNet: Unified multimodal fusion harmonization and hierarchical dependency learning for visible-infrared person re-identification	19
Dual-branch adaptive attention transformer for occluded person re-identification	19
Real-time human-centric segmentation for complex video scenes	19
Underwater image restoration based on light attenuation prior and color-contrast adaptive correction	19
CollaborativeBEV: Collaborative bird eye view for reconstructing crowded environment	19
E-Net for pansharpening: A super-resolution perspective	19
ECNet: An edge-guided and cross-image perception network for collaborative camouflaged object detection	19
Feature alignment via mutual mapping for few-shot fine-grained visual classification	19
Adaptive scale matching for remote sensing object detection based on aerial images	19
Estimating blood pressure using video-based PPG and deep learning	19
AHA-track: Aggregating hierarchical awareness features for single	19
Deep learning-based efficient diagnosis of periapical diseases with dental X-rays	18
DFG-HCEN: A distinctive-feature guided and hierarchical channel enhanced network-based infrared and visible image fusion	18
Attentive spatial-temporal contrastive learning for self-supervised video representation	18
Phase shift guided dynamic view synthesis from monocular video	18
FgbCNN: A unified bilinear architecture for learning a fine-grained feature representation in facial expression recognition	18
Multi-axis interactive multidimensional attention network for vehicle re-identification	18
Self-knowledge distillation based on knowledge transfer from soft to hard examples	18
OFACD: An end-to-end change detection network for small UAVs remote sensing with viewpoint differences	18
Anchor-based discriminative dual distribution calibration for transductive zero-shot learning	18
Class-discriminative domain generalization for semantic segmentation	18
Online multi-object tracking with δ-GLMB filter based on occlusion and identity switch handling	18
CRFormer: A cross-region transformer for shadow removal	18
RLTNT: An explainable residual learning-based transformer model for kidney disease classification	18
Adaptive graph reasoning network for object detection	18
PW-NeRF: Progressive wavelet-mask guided neural radiance fields view synthesis	18
M2VAD: Multiview multi	17
A novel facial expression recognition model based on harnessing complementary features in multi-scale network with attention fusion	17
TQRFormer: Tubelet query recollection transformer for action detection	17
PixTention: Dynamic pixel-level adapter using attention maps	17
Social robot in service of the cognitive therapy of elderly people: Exploring robot acceptance in a real-world scenario	17
Distribution-modulated binary neural network for image classification	17
Source domain prior-assisted segment anything model for single domain generalization in medical image segmentation	17
SAMNet: Adapting segment anything model for accurate light field salient object detection	17
Video anomaly detection based on a multi-layer reconstruction autoencoder with a variance attention strategy	17
Real-time gait biometrics for surveillance applications: A review	17
Stacked graph bone region U-net with bone representation for hand pose estimation and semi-supervised training	16
Corrigendum to “A novel framework for diverse video generation from a single video using frame-conditioned denoising diffusion probabilistic model and ConvNeXt-V2” [Image and Vision Computing 154 (202	16
PR-DETR: Extracting and utilizing prior knowledge for improved end-to-end object detection	16
WPE: Weighted prototype estimation for few-shot learning	16
H-net: Unsupervised domain adaptation person re-identification network based on hierarchy	16
Perceiving local relative motion and global correlations for weakly supervised group activity recognition	16
Semantic-aware for point cloud domain adaptation with self-distillation learning	16
Your image generator is your new private dataset	16
Dynamic semantic prototype perception for text–video retrieval	15
Face and body-shape integration model for cloth-changing person re-identification	15
Editorial Board	15
Data-driven 2D-EWT based diabetic retinopathy identification using hybrid neural network	15
HMPFormer: Hierarchical vision transformer with multi-perspective feature learning for precise polyp segmentation	15
A comprehensive survey on magnetic resonance image reconstruction	15
An edge-aware high-resolution framework for camouflaged object detection	15
Bridging efficiency and interpretability: Explainable AI for multi-classification of pulmonary diseases utilizing modified lightweight CNNs	15
BCDPose: Diffusion-based 3D Human Pose Estimation with bone-chain prior knowledge	15
Enhancing small object tracking with reversible rescaling networks	15
Cross-level fusion network for two-stage polyp segmentation via integrity learning	15
Dual-stage network combining transformer and hybrid convolutions for stereo image super-resolution	15
Optimal deep transfer learning based ethnicity recognition on face images	15
GFFT: Global-local feature fusion transformers for facial expression recognition in the wild	14
Self-distillation guided Semantic Knowledge Feedback network for infrared–visible image fusion	14
Optimizing multimodal personalized disease prediction accuracy using generated prompts and large language models	14
Point-cloud-based hand gesture recognition using principal component analysis and boundary extraction	14
Semantic scene graph generation based on an edge dual scene graph and message passing neural network	14
Editorial Board	14
Synthetic data sets for person Re-Identification: A critical analysis	14

Editorial Board	14
Few-shot class incremental learning via prompt transfer and knowledge distillation	14
A lightweight shallow convolution neural network for automatic identification of Diabetic Foot Ulcers	14
Guest Editorial : Learning with Manifolds in Computer Vision	14
Synthetic multi-view clustering with missing relationships and instances	14
BTMTrack: Robust RGB-T tracking via dual-template bridging and temporal-modal candidate elimination	14
Unleashing spatial-awareness for robust object tracking	14
Similarity verification of kinship pairs using metricized emphasis	14
CVAD-GAN: Constrained video anomaly detection via generative adversarial network	14
Exploiting spatial and temporal context for online tracking with improved transformer	13
Flexible multi-objective particle swarm optimization clustering with game theory to address human activity discovery fully unsupervised	13
Deep hybrid learning for facial expression binary classifications and predictions	13
External knowledge-assisted Transformer for image captioning	13
CoHAtNet: An integrated convolutional-transformer architecture with hybrid self-attention for end-to-end camera localization	13
Resource-aware strategies for real-time multi-person pose estimation	13
Efficient Mamba: Overcoming the visual limitations of Mamba with innovative structures	13
A video anomaly detection and classification method based on cross-modal feature alignment	13
Twin relaxed least squares regression with classwise mean constraint for image classification	13
Multi-object tracking with adaptive measurement noise and information fusion	13
SDE-RAE:CLIP-based realistic image reconstruction and editing network using stochastic differential diffusion	13
A decision support system for acute lymphoblastic leukemia detection based on explainable artificial intelligence	13
Enhancing UAV small target detection: A balanced accuracy-efficiency algorithm with tiered feature focus	13
UIR-ES: An unsupervised underwater image restoration framework with equivariance and stein unbiased risk estimator	13
AI4RDD: Artificial Intelligence and Rare Disease Diagnosis: A proposal to improve the anamnesis process	13
Black-box reversible adversarial examples with invertible neural network	13
Preserving instance-level characteristics for multi-instance generation	13
Speaker independent VSR: A systematic review and futuristic applications	12
Editorial Board	12
Editorial Board	12
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization	12
Efficient masked feature and group attention network for stereo image super-resolution	12
Qualitative failures of image generation models and their application in detecting deepfakes	12
Monocular contextual constraint for stereo matching with adaptive weights assignment	12
Continual coarse-to-fine domain adaptation in semantic segmentation	12
Video object segmentation by multi-scale attention using bidirectional strategy	12
Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform	12
Boosting semi-supervised face recognition with raw faces	12
Cross-modal hybrid architectures for gastrointestinal tract image analysis: A systematic review and futuristic applications	12
DRM-YOLO: A YOLOv11-based structural optimization method for small object detection in UAV aerial imagery	12
Weather-degraded image semantic segmentation with multi-task knowledge distillation	12
OCUCFormer: An Over-Complete Under-Complete Transformer Network for accelerated MRI reconstruction	12
Fuzzy set-based Bernoulli Random Noise Weighted Loss for unsupervised person re-identification	12
A dedicated benchmark for contour-based corner detection evaluation	12
Parameter efficient finetuning of text-to-image models with trainable self-attention layer	12
Knowledge graph construction in hyperbolic space for automatic image annotation	12
PD-DDPM: Prior-driven diffusion model for single image dehazing	12
ECT: Fine-grained edge detection with learned cause tokens	11
Editorial Board	11
Drone-NeRF: Efficient NeRF based 3D scene reconstruction for large-scale drone survey	11
Bidirectional causal learning for visual question answering	11
Gait recognition via View-aware Part-wise Attention and Multi-scale Dilated Temporal Extractor	11
EFDCNet: Encoding fusion and decoding correction network for RGB-D indoor semantic segmentation	11
Image–text feature learning for unsupervised visible–infrared person re-identification	11
Attention guided multi-level feature aggregation network for camouflaged object detection	11
SAMUNet: Enhancing pillar-based 3D object detection in autonomous driving with Shape-aware Mini-Unet	11
Robust ensemble person reidentification via orthogonal fusion with occlusion handling	11
Learning language to symbol and language to vision mapping for visual grounding	11
RGB road scene material segmentation	11
Unified Volumetric Avatar: Enabling flexible editing and rendering of neural human representations	11
ASF-YOLO: A novel YOLO model with attentional scale sequence fusion for cell instance segmentation	11
FRoundation: Are foundation models ready for face recognition?	11
STIFormer: RGB-T tracking via Spatial–Temporal Interaction Transformer	11
Mobile-friendly and multi-feature aggregation via transformer for human pose estimation	11
Noisy label facial expression recognition via face-specific label distribution learning	11
A dual-channel network based on occlusion feature compensation for human pose estimation	11
Transformer-based feature interactor for person re-identification with margin self-punishment loss	11
Effective hybrid attention network based on pseudo-color enhancement in ultrasound image segmentation	11
Feature extraction and fusion algorithm for infrared visible light images based on residual and generative adversarial network	11
Depth awakens: A depth-perceptual attention fusion network for RGB-D camouflaged object detection	11
Generative feature-driven image replay for continual learning	11
Editorial Board	11
A supervised approach for the detection of AM-FM signals’ interference regions in spectrogram images	11
Multi-level feature disentanglement network for cross-dataset face forgery detection	10
Rethinking the sample relations for few-shot classification	10
Leveraging spatial-channel attention in U-Net for enhanced segmentation of martian dust storms	10
SAKD: Sparse attention knowledge distillation	10
AES-Net: An adapter and enhanced self-attention guided network for multi-stage glaucoma classification using fundus images	10
Three dimensional tracking of rigid objects in motion using 2D optical flows	10
Robust visual tracking based on modified mayfly optimization algorithm	10
Improving defocus blur detection via adaptive supervision prior-tokens	10
Person re-identification: A taxonomic survey and the path ahead	10
Dense open-set recognition based on training with noisy negative images	10
Editorial Board	10
Modal-aware contrastive learning for hyperspectral and LiDAR classification	10
Transferable dual multi-granularity semantic excavating for partially relevant video retrieval	10
Hierarchical spatiotemporal Feature Interaction Network for video saliency prediction	10
Video prediction by efficient transformers	10
LELD: Learn enhancement by learning degradation	10
Combining complementary trackers for enhanced long-term visual object tracking	10
Part-aware distillation and aggregation network for human parsing	10
CF-SOLT: Real-time and accurate traffic accident detection using correlation filter-based tracking	10
Federated learning based nonlinear two-stage framework for full-reference image quality assessment: An application for biometric	10
MOT-STM: Maritime Object Tracking: A Spatial-Temporal and Metadata-based approach	10
Machine learning applications in breast cancer prediction using mammography	10
A lightweight hash-directed global perception and self-calibrated multiscale fusion network for image super-resolution	10