Image and Vision Computing

Article	Citations
ADVC: Adversarial dense video captioning with unsupervised pretraining	462
Alignment and fusion for adaptive domain nighttime semantic segmentation	207
Few-shot-based video generation via multimodal fusion and Fourier Spliter	198
Feature decoupling and interaction network for defending against adversarial examples	129
Modeling content-attribute preference for personalized image esthetics assessment	128
GLMambaNet: Mamba-based decoder with local detail enhancement for semantic segmentation of remote sensing imagery	107
Efficient ultra-lightweight convolutional attention network for embedded identity document recognition system	97
Accurate and efficient salient object detection via position prior attention	94
Multi-information guided camouflaged object detection	87
G-TRACE: Grouped temporal recalibration for video object segmentation	80
BF3D: Bi-directional fusion 3D detector with semantic sampling and geometric mapping	78
Learning diverse and deep clues for person reidentification	67
Lightweight multi-scale global attention enhancement network for image super-resolution	67
DMNet: Image dehazing via Dual-Domain Modulation	64
Active domain adaptation for semantic segmentation via dynamically balancing domainness and uncertainty	64
Window normalization: Enhancing point cloud understanding by unifying inconsistent point densities	62
Background debiased class incremental learning for video action recognition	61
RGB-T tracking by modality difference reduction and feature re-selection	59
AI-powered trustable and explainable fall detection system using transfer learning	59
ABC: Aligning binary centers for single-stage monocular 3D object detection	53
Hourglass cascaded recurrent stereo matching network	52
DeepArUco++: Improved detection of square fiducial markers in challenging lighting conditions	48
GAN-BodyPose: Real-time 3D human body pose data key point detection and quality assessment assisted by generative adversarial network	48
HPD-Depth: High performance decoding network for self-supervised monocular depth estimation	46
UCPNet: An Ultra-Lightweight Cross-Perception Network for Real-Time Semantic Segmentation	44

Privacy-preserving explainable AI enable federated learning-based denoising fingerprint recognition model	43
Single stage architecture for improved accuracy real-time object detection on mobile devices	42
CODNet: Context-based object detection network for multimodal image captioning and virtual question answering	42
MAFUNet: Mamba with adaptive fusion UNet for medical image segmentation	41
SRMA-KD: Structured relational multi-scale attention knowledge distillation for effective lightweight cardiac image segmentation	39
PST-Mamba: Spatio-temporal selective state fusion for effective point cloud video understanding with state space models	39
Few-shot classification with multisemantic information fusion network	38
Synthetic lidar point cloud generation using deep generative models for improved driving scene object recognition	38
CAGS: Open-vocabulary 3D scene understanding with context-aware Gaussian splatting	38
Recent advances in deterministic human motion prediction: A review	36
SAGNet: Synergistic Attention-Graph Network For video salient object detection	36
Two-stream transformer tracking with messengers	36
Burst image super-resolution via multi-cross attention encoding and multi-scan state-space decoding	36
A Point-2s reinforcement learning biomimetic model for estimating and analyzing human 3D motion posture	34
SAFENet: Semantic-Aware Feature Enhancement Network for unsupervised cross-domain road scene segmentation	34
1D kernel distillation network for efficient image super-resolution	34
Deep learning with adaptive convolutions for classification of retinal diseases via optical coherence tomography	34
Dual subspace clustering for spectral-spatial hyperspectral image clustering	34
Editorial Board	34
Editorial to special issue on selected extended works from 9th international conference on computer vision & image processing (CVIP) 2024	33
Utilizing Inherent Bias for Memory Efficient Continual Learning: A Simple and Robust Baseline	33
Depth assisted novel view synthesis using few images	32
FSBI: Deepfake detection with frequency enhanced self-blended images	31
CSG-DOF:A Class Structure-Guided Discriminative Optimization Framework for few-shot object detection	31
Frequency and content dual stream network for image dehazing	31
CMS-net: Edge-aware multimodal MRI feature fusion for brain tumor segmentation	31
RECALL+: Adversarial web-based replay for continual learning in semantic segmentation	31
Memory-MambaNav: Enhancing object-goal navigation through integration of spatial–temporal scanning with state space models	30
MVPCC-Net: Multi-View Based Point Cloud Completion Network for MLS data	29
Visionary vigilance: Optimized YOLOV8 for fallen person detection with large-scale benchmark dataset	29
ST-VTON: Self-supervised vision transformer for image-based virtual try-on	29
Enhanced residual network for burst image super-resolution using simple base frame guidance	28
Learning accurate monocular 3D voxel representation via bilateral voxel transformer	28
Self-supervised Vision Transformers for 3D pose estimation of novel objects	27
A spatial-frequency domain multi-branch decoder method for real-time semantic segmentation	26
CNN and Transformer-based deep learning models for automated white blood cell detection	26
TransMix: Crafting highly transferable adversarial examples to evade face recognition models	26
Face deidentification with controllable privacy protection	26
Editorial Board	26
A multi-branch dual attention segmentation network for epiphyte drone images	26
EMA-GS: Improving sparse point cloud rendering with EMA gradient and anchor upsampling	25
SADGFeat: Learning local features with layer spatial attention and domain generalization	25
RFSC-net: Re-parameterization forward semantic compensation network in low-light environments	25
Editorial Board	25
Deep learning enhanced monocular visual odometry: Advancements in fusion mechanisms and training strategies	24
Mitigating human fall injuries: A novel system utilizing 3D 4-stream convolutional neural networks and image fusion	24
Mixup Mask Adaptation: Bridging the gap between input saliency and representations via attention mechanism in feature mixup	24
Landmark-in-facial-component: Towards occlusion-robust facial landmark localization	24
Distributed collaborative machine learning in real-world application scenario: A white blood cell subtypes classification case study	24
DynaGuide: A generalizable dynamic guidance framework for zero-shot guided unsupervised semantic segmentation	24

Robust visual tracking via modified Harris hawks optimization	24
UHDNet: Unified multimodal fusion harmonization and hierarchical dependency learning for visible-infrared person re-identification	23
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding	23
Unsupervised Object Localization driven by self-supervised foundation models: A comprehensive review	23
Feature alignment via mutual mapping for few-shot fine-grained visual classification	23
Intelligent facial expression recognition and classification using optimal deep transfer learning model	22
PAGML: Precise Alignment Guided Metric Learning for sketch-based 3D shape retrieval	22
Doctor-in-the-Loop: An explainable, multi-view deep learning framework for predicting pathological response in non-small cell lung cancer	22
Enhancing consistency in virtual try-on: A novel diffusion-based approach	22
AGSAM-Net: UAV route planning and visual guidance model for bridge surface defect detection	22
A survey on dynamic neural networks: From computer vision to multi-modal sensor fusion	22
NPVForensics: Learning VA correlations in non-critical phoneme–viseme regions for deepfake detection	22
Matte anything: Interactive natural image matting with segment anything model	21
Underwater image restoration based on light attenuation prior and color-contrast adaptive correction	21
Enhancing brain tumor classification in MRI images: A deep learning-based approach for accurate diagnosis	21
A new multi-picture architecture for learned video deinterlacing and demosaicing with parallel deformable convolution and self-attention blocks	21
Contrast enhancement of region of interest of backlit image for surveillance systems based on multi-illumination fusion	21
Detection of anomaly in surveillance videos using quantum convolutional neural networks	21
Dual-branch adaptive attention transformer for occluded person re-identification	21
Object tracking based on temporal and spatial context information	20
CollaborativeBEV: Collaborative bird eye view for reconstructing crowded environment	20
Phase shift guided dynamic view synthesis from monocular video	20
OFACD: An end-to-end change detection network for small UAVs remote sensing with viewpoint differences	20
STAFFormer: Spatio-temporal adaptive fusion transformer for efficient 3D human pose estimation	20
Deep learning-based efficient diagnosis of periapical diseases with dental X-rays	20
Self-knowledge distillation based on knowledge transfer from soft to hard examples	20
Anchor-based discriminative dual distribution calibration for transductive zero-shot learning	20
SDMNet: Spatially dilated multi-scale network for object detection for drone aerial imagery	20
E-Net for pansharpening: A super-resolution perspective	20
M2VAD: Multiview multi	20
Multi-axis interactive multidimensional attention network for vehicle re-identification	19
WPE: Weighted prototype estimation for few-shot learning	19
PW-NeRF: Progressive wavelet-mask guided neural radiance fields view synthesis	19
TQRFormer: Tubelet query recollection transformer for action detection	19
Distribution-modulated binary neural network for image classification	19
A novel facial expression recognition model based on harnessing complementary features in multi-scale network with attention fusion	19
PixTention: Dynamic pixel-level adapter using attention maps	19
CSUnetr: Cross-scale attention based U-Net transformers for whole-brain segmentation with targeted hippocampal analysis in brain MR images	19
Video anomaly detection based on a multi-layer reconstruction autoencoder with a variance attention strategy	18
Attentive spatial-temporal contrastive learning for self-supervised video representation	18
SAMNet: Adapting segment anything model for accurate light field salient object detection	18
Adaptive graph reasoning network for object detection	18
Estimating blood pressure using video-based PPG and deep learning	18
FgbCNN: A unified bilinear architecture for learning a fine-grained feature representation in facial expression recognition	18
Adaptive scale matching for remote sensing object detection based on aerial images	18
Source domain prior-assisted segment anything model for single domain generalization in medical image segmentation	18
Class-discriminative domain generalization for semantic segmentation	18
Real-time gait biometrics for surveillance applications: A review	18
RLTNT: An explainable residual learning-based transformer model for kidney disease classification	18
AHA-track: Aggregating hierarchical awareness features for single	18
Real-time human-centric segmentation for complex video scenes	18
ECNet: An edge-guided and cross-image perception network for collaborative camouflaged object detection	17
Online multi-object tracking with δ-GLMB filter based on occlusion and identity switch handling	17
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	17
Unleashing spatial-awareness for robust object tracking	17
Optimal deep transfer learning based ethnicity recognition on face images	17
H-net: Unsupervised domain adaptation person re-identification network based on hierarchy	17
Face and body-shape integration model for cloth-changing person re-identification	17
Social robot in service of the cognitive therapy of elderly people: Exploring robot acceptance in a real-world scenario	17
Semantic-aware for point cloud domain adaptation with self-distillation learning	17
DFG-HCEN: A distinctive-feature guided and hierarchical channel enhanced network-based infrared and visible image fusion	17
Dynamic semantic prototype perception for text–video retrieval	17
Data-driven 2D-EWT based diabetic retinopathy identification using hybrid neural network	17
Enhancing small object tracking with reversible rescaling networks	17
Your image generator is your new private dataset	17
PR-DETR: Extracting and utilizing prior knowledge for improved end-to-end object detection	17
CRFormer: A cross-region transformer for shadow removal	17
Stacked graph bone region U-net with bone representation for hand pose estimation and semi-supervised training	17
TABNet: A Triplet Augmentation Self-recovery framework with Boundary-aware Pseudo-labels for scribble-based medical image segmentation	17
Few-shot class incremental learning via prompt transfer and knowledge distillation	17
Editorial Board	17
Dual-stage network combining transformer and hybrid convolutions for stereo image super-resolution	17
An edge-aware high-resolution framework for camouflaged object detection	16
Perceiving local relative motion and global correlations for weakly supervised group activity recognition	16
BCDPose: Diffusion-based 3D Human Pose Estimation with bone-chain prior knowledge	16
Point-cloud-based hand gesture recognition using principal component analysis and boundary extraction	16
A lightweight shallow convolution neural network for automatic identification of Diabetic Foot Ulcers	16
Exploiting spatial and temporal context for online tracking with improved transformer	15
CVAD-GAN: Constrained video anomaly detection via generative adversarial network	15
Similarity verification of kinship pairs using metricized emphasis	15

Speaker independent VSR: A systematic review and futuristic applications	15
Semantic scene graph generation based on an edge dual scene graph and message passing neural network	15
Synthetic multi-view clustering with missing relationships and instances	15
A comprehensive survey on magnetic resonance image reconstruction	15
Cross-level fusion network for two-stage polyp segmentation via integrity learning	15
UIR-ES: An unsupervised underwater image restoration framework with equivariance and stein unbiased risk estimator	15
Editorial Board	15
Self-distillation guided Semantic Knowledge Feedback network for infrared–visible image fusion	15
SDE-RAE:CLIP-based realistic image reconstruction and editing network using stochastic differential diffusion	15
Bridging efficiency and interpretability: Explainable AI for multi-classification of pulmonary diseases utilizing modified lightweight CNNs	15
HMPFormer: Hierarchical vision transformer with multi-perspective feature learning for precise polyp segmentation	15
Resource-aware strategies for real-time multi-person pose estimation	15
Guest Editorial : Learning with Manifolds in Computer Vision	15
AI4RDD: Artificial Intelligence and Rare Disease Diagnosis: A proposal to improve the anamnesis process	14
Synthetic data sets for person Re-Identification: A critical analysis	14
Enhancing UAV small target detection: A balanced accuracy-efficiency algorithm with tiered feature focus	14
BTMTrack: Robust RGB-T tracking via dual-template bridging and temporal-modal candidate elimination	14
Optimizing multimodal personalized disease prediction accuracy using generated prompts and large language models	14
Deep hybrid learning for facial expression binary classifications and predictions	14
PD-DDPM: Prior-driven diffusion model for single image dehazing	14
Efficient Mamba: Overcoming the visual limitations of Mamba with innovative structures	14
Twin relaxed least squares regression with classwise mean constraint for image classification	14
Preserving instance-level characteristics for multi-instance generation	14
Editorial Board	14
External knowledge-assisted Transformer for image captioning	14
Weather-degraded image semantic segmentation with multi-task knowledge distillation	14
CoHAtNet: An integrated convolutional-transformer architecture with hybrid self-attention for end-to-end camera localization	14
Flexible multi-objective particle swarm optimization clustering with game theory to address human activity discovery fully unsupervised	14
DMC-former: A dual-flow dynamic mask and collaborative attention-based network for micro-expression recognition	14
Black-box reversible adversarial examples with invertible neural network	13
GFFT: Global-local feature fusion transformers for facial expression recognition in the wild	13
DRM-YOLO: A YOLOv11-based structural optimization method for small object detection in UAV aerial imagery	13
Fuzzy set-based Bernoulli Random Noise Weighted Loss for unsupervised person re-identification	13
Feature extraction and fusion algorithm for infrared visible light images based on residual and generative adversarial network	13
Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform	13
Parameter efficient finetuning of text-to-image models with trainable self-attention layer	13
Qualitative failures of image generation models and their application in detecting deepfakes	13
Multi-object tracking with adaptive measurement noise and information fusion	13
Editorial Board	13
Knowledge graph construction in hyperbolic space for automatic image annotation	13
Video object segmentation by multi-scale attention using bidirectional strategy	13
Editorial Board	13
A dual-channel network based on occlusion feature compensation for human pose estimation	13
A decision support system for acute lymphoblastic leukemia detection based on explainable artificial intelligence	13
A video anomaly detection and classification method based on cross-modal feature alignment	13
A dedicated benchmark for contour-based corner detection evaluation	13
Transformer-based feature interactor for person re-identification with margin self-punishment loss	13
Cross-modal hybrid architectures for gastrointestinal tract image analysis: A systematic review and futuristic applications	13
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization	13
Gait recognition via View-aware Part-wise Attention and Multi-scale Dilated Temporal Extractor	12
Boosting semi-supervised face recognition with raw faces	12
Bidirectional causal learning for visual question answering	12
Robust ensemble person reidentification via orthogonal fusion with occlusion handling	12
SEAD-Net:Complex underwater image segmentation via semantic-enhanced and detail-aware collaboration	12
ASF-YOLO: A novel YOLO model with attentional scale sequence fusion for cell instance segmentation	12
Action-aware anchor-based frame selection strategy for action recognition	12
Unified Volumetric Avatar: Enabling flexible editing and rendering of neural human representations	12
Efficient masked feature and group attention network for stereo image super-resolution	12
Depth awakens: A depth-perceptual attention fusion network for RGB-D camouflaged object detection	12
A gan inversion-based multimodal framework for micro-expression recognition	12
Effective hybrid attention network based on pseudo-color enhancement in ultrasound image segmentation	12
Editorial Board	12
Drone-NeRF: Efficient NeRF based 3D scene reconstruction for large-scale drone survey	12
OCUCFormer: An Over-Complete Under-Complete Transformer Network for accelerated MRI reconstruction	12
ECT: Fine-grained edge detection with learned cause tokens	12
RGB road scene material segmentation	12
Tri-UNetX: Tri-plane UNet with xLSTM for 3D cell segmentation	12
Dense open-set recognition based on training with noisy negative images	11
Improving defocus blur detection via adaptive supervision prior-tokens	11
Universal domain adaptation from multiple black-box sources	11
Hierarchical spatiotemporal Feature Interaction Network for video saliency prediction	11
A supervised approach for the detection of AM-FM signals’ interference regions in spectrogram images	11
CF-SOLT: Real-time and accurate traffic accident detection using correlation filter-based tracking	11
Multi-level feature disentanglement network for cross-dataset face forgery detection	11
Leveraging spatial-channel attention in U-Net for enhanced segmentation of martian dust storms	11
Image–text feature learning for unsupervised visible–infrared person re-identification	11
On the relevance of patch-based extraction methods for monocular depth estimation	11
STIFormer: RGB-T tracking via Spatial–Temporal Interaction Transformer	11
MOT-STM: Maritime Object Tracking: A Spatial-Temporal and Metadata-based approach	11
LELD: Learn enhancement by learning degradation	11
Text-augmented Multi-Modality contrastive learning for unsupervised visible-infrared person re-identification	11
Modal-aware contrastive learning for hyperspectral and LiDAR classification	11
EFDCNet: Encoding fusion and decoding correction network for RGB-D indoor semantic segmentation	11
Rethinking the sample relations for few-shot classification	11
Federated learning based nonlinear two-stage framework for full-reference image quality assessment: An application for biometric	11
SAKD: Sparse attention knowledge distillation	11
A lightweight hash-directed global perception and self-calibrated multiscale fusion network for image super-resolution	11
GW-net: An efficient grad-CAM consistency neural network with weakening of random erasing features for semi-supervised person re-identification	11
Three dimensional tracking of rigid objects in motion using 2D optical flows	11
SAMUNet: Enhancing pillar-based 3D object detection in autonomous driving with Shape-aware Mini-Unet	11
Distributed quantum model learning for traffic density estimation	11
Attention guided multi-level feature aggregation network for camouflaged object detection	11
AES-Net: An adapter and enhanced self-attention guided network for multi-stage glaucoma classification using fundus images	11
Editorial Board	11
Machine learning applications in breast cancer prediction using mammography	11