Image and Vision Computing

Article	Citations
PST-Mamba: Spatio-temporal selective state fusion for effective point cloud video understanding with state space models	427
ADVC: Adversarial dense video captioning with unsupervised pretraining	189
CAGS: Open-vocabulary 3D scene understanding with context-aware Gaussian splatting	185
ABC: Aligning binary centers for single-stage monocular 3D object detection	181
Alignment and fusion for adaptive domain nighttime semantic segmentation	121
Few-shot-based video generation via multimodal fusion and Fourier Spliter	116
Feature decoupling and interaction network for defending against adversarial examples	98
Modeling content-attribute preference for personalized image esthetics assessment	87
GLMambaNet: Mamba-based decoder with local detail enhancement for semantic segmentation of remote sensing imagery	84
Efficient ultra-lightweight convolutional attention network for embedded identity document recognition system	77
Accurate and efficient salient object detection via position prior attention	76
Multi-information guided camouflaged object detection	68
G-TRACE: Grouped temporal recalibration for video object segmentation	67
Hourglass cascaded recurrent stereo matching network	66
DMNet: Image dehazing via Dual-Domain Modulation	59
SRMA-KD: Structured relational multi-scale attention knowledge distillation for effective lightweight cardiac image segmentation	59
HPD-Depth: High performance decoding network for self-supervised monocular depth estimation	54
Window normalization: Enhancing point cloud understanding by unifying inconsistent point densities	53
Background debiased class incremental learning for video action recognition	53
Privacy-preserving explainable AI enable federated learning-based denoising fingerprint recognition model	50
RGB-T tracking by modality difference reduction and feature re-selection	48
MAFUNet: Mamba with adaptive fusion UNet for medical image segmentation	48
DeepArUco++: Improved detection of square fiducial markers in challenging lighting conditions	47
AI-powered trustable and explainable fall detection system using transfer learning	43
BF3D: Bi-directional fusion 3D detector with semantic sampling and geometric mapping	43

Lightweight multi-scale global attention enhancement network for image super-resolution	42
Learning diverse and deep clues for person reidentification	41
Active domain adaptation for semantic segmentation via dynamically balancing domainness and uncertainty	40
CODNet: Context-based object detection network for multimodal image captioning and virtual question answering	38
Synthetic lidar point cloud generation using deep generative models for improved driving scene object recognition	38
Single stage architecture for improved accuracy real-time object detection on mobile devices	36
GAN-BodyPose: Real-time 3D human body pose data key point detection and quality assessment assisted by generative adversarial network	36
Few-shot classification with multisemantic information fusion network	35
Burst image super-resolution via multi-cross attention encoding and multi-scan state-space decoding	34
SAGNet: Synergistic Attention-Graph Network For video salient object detection	34
CMS-net: Edge-aware multimodal MRI feature fusion for brain tumor segmentation	34
CSG-DOF:A Class Structure-Guided Discriminative Optimization Framework for few-shot object detection	34
Enhanced residual network for burst image super-resolution using simple base frame guidance	33
Self-supervised Vision Transformers for 3D pose estimation of novel objects	32
Two-stream transformer tracking with messengers	32
Multi-view dynamic facial action unit detection	31
Depth assisted novel view synthesis using few images	31
Recent advances in deterministic human motion prediction: A review	31
FSBI: Deepfake detection with frequency enhanced self-blended images	31
A Point-2s reinforcement learning biomimetic model for estimating and analyzing human 3D motion posture	30
ST-VTON: Self-supervised vision transformer for image-based virtual try-on	30
Editorial to special issue on selected extended works from 9th international conference on computer vision & image processing (CVIP) 2024	29
1D kernel distillation network for efficient image super-resolution	29
Learning accurate monocular 3D voxel representation via bilateral voxel transformer	29
SAFENet: Semantic-Aware Feature Enhancement Network for unsupervised cross-domain road scene segmentation	29
Memory-MambaNav: Enhancing object-goal navigation through integration of spatial–temporal scanning with state space models	28
Deep learning with adaptive convolutions for classification of retinal diseases via optical coherence tomography	28
Dual subspace clustering for spectral-spatial hyperspectral image clustering	28
Editorial Board	27
Utilizing Inherent Bias for Memory Efficient Continual Learning: A Simple and Robust Baseline	27
MVPCC-Net: Multi-View Based Point Cloud Completion Network for MLS data	27
Frequency and content dual stream network for image dehazing	26
Visionary vigilance: Optimized YOLOV8 for fallen person detection with large-scale benchmark dataset	26
TransMix: Crafting highly transferable adversarial examples to evade face recognition models	25
Mixup Mask Adaptation: Bridging the gap between input saliency and representations via attention mechanism in feature mixup	25
Editorial Board	25
Editorial Board	25
SADGFeat: Learning local features with layer spatial attention and domain generalization	25
EMA-GS: Improving sparse point cloud rendering with EMA gradient and anchor upsampling	24
Face deidentification with controllable privacy protection	24
Enhancing consistency in virtual try-on: A novel diffusion-based approach	24
Doctor-in-the-Loop: An explainable, multi-view deep learning framework for predicting pathological response in non-small cell lung cancer	24
Object tracking based on temporal and spatial context information	24
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding	24
DynaGuide: A generalizable dynamic guidance framework for zero-shot guided unsupervised semantic segmentation	23
Mitigating human fall injuries: A novel system utilizing 3D 4-stream convolutional neural networks and image fusion	23
Landmark-in-facial-component: Towards occlusion-robust facial landmark localization	23
RFSC-net: Re-parameterization forward semantic compensation network in low-light environments	22
UHDNet: Unified multimodal fusion harmonization and hierarchical dependency learning for visible-infrared person re-identification	22
Robust visual tracking via modified Harris hawks optimization	22

Feature alignment via mutual mapping for few-shot fine-grained visual classification	22
Deep learning enhanced monocular visual odometry: Advancements in fusion mechanisms and training strategies	22
Intelligent facial expression recognition and classification using optimal deep transfer learning model	21
Enhancing brain tumor classification in MRI images: A deep learning-based approach for accurate diagnosis	21
A survey on dynamic neural networks: From computer vision to multi-modal sensor fusion	21
CNN and Transformer-based deep learning models for automated white blood cell detection	21
Unsupervised Object Localization driven by self-supervised foundation models: A comprehensive review	21
NPVForensics: Learning VA correlations in non-critical phoneme–viseme regions for deepfake detection	21
STAFFormer: Spatio-temporal adaptive fusion transformer for efficient 3D human pose estimation	21
Distributed collaborative machine learning in real-world application scenario: A white blood cell subtypes classification case study	20
PAGML: Precise Alignment Guided Metric Learning for sketch-based 3D shape retrieval	20
AGSAM-Net: UAV route planning and visual guidance model for bridge surface defect detection	20
Matte anything: Interactive natural image matting with segment anything model	20
A spatial-frequency domain multi-branch decoder method for real-time semantic segmentation	20
A multi-branch dual attention segmentation network for epiphyte drone images	20
Contrast enhancement of region of interest of backlit image for surveillance systems based on multi-illumination fusion	20
Dual-branch adaptive attention transformer for occluded person re-identification	20
SDMNet: Spatially dilated multi-scale network for object detection for drone aerial imagery	20
Detection of anomaly in surveillance videos using quantum convolutional neural networks	20
Underwater image restoration based on light attenuation prior and color-contrast adaptive correction	20
A new multi-picture architecture for learned video deinterlacing and demosaicing with parallel deformable convolution and self-attention blocks	20
Estimating blood pressure using video-based PPG and deep learning	19
DFG-HCEN: A distinctive-feature guided and hierarchical channel enhanced network-based infrared and visible image fusion	19
Deep learning-based efficient diagnosis of periapical diseases with dental X-rays	19
AHA-track: Aggregating hierarchical awareness features for single	19
CollaborativeBEV: Collaborative bird eye view for reconstructing crowded environment	19
ECNet: An edge-guided and cross-image perception network for collaborative camouflaged object detection	19
Self-knowledge distillation based on knowledge transfer from soft to hard examples	19
Adaptive scale matching for remote sensing object detection based on aerial images	19
E-Net for pansharpening: A super-resolution perspective	19
CRFormer: A cross-region transformer for shadow removal	19
Source domain prior-assisted segment anything model for single domain generalization in medical image segmentation	18
Class-discriminative domain generalization for semantic segmentation	18
FgbCNN: A unified bilinear architecture for learning a fine-grained feature representation in facial expression recognition	18
PW-NeRF: Progressive wavelet-mask guided neural radiance fields view synthesis	18
CSUnetr: Cross-scale attention based U-Net transformers for whole-brain segmentation with targeted hippocampal analysis in brain MR images	18
SAMNet: Adapting segment anything model for accurate light field salient object detection	18
Phase shift guided dynamic view synthesis from monocular video	18
Distribution-modulated binary neural network for image classification	18
PixTention: Dynamic pixel-level adapter using attention maps	18
A novel facial expression recognition model based on harnessing complementary features in multi-scale network with attention fusion	18
Anchor-based discriminative dual distribution calibration for transductive zero-shot learning	18
WPE: Weighted prototype estimation for few-shot learning	18
Real-time human-centric segmentation for complex video scenes	17
M2VAD: Multiview multi	17
Attentive spatial-temporal contrastive learning for self-supervised video representation	17
TQRFormer: Tubelet query recollection transformer for action detection	17
Social robot in service of the cognitive therapy of elderly people: Exploring robot acceptance in a real-world scenario	17
OFACD: An end-to-end change detection network for small UAVs remote sensing with viewpoint differences	17
RLTNT: An explainable residual learning-based transformer model for kidney disease classification	17
Adaptive graph reasoning network for 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
Multi-axis interactive multidimensional attention network for vehicle re-identification	16
Stacked graph bone region U-net with bone representation for hand pose estimation and semi-supervised training	16
Perceiving local relative motion and global correlations for weakly supervised group activity recognition	16
Online multi-object tracking with δ-GLMB filter based on occlusion and identity switch handling	16
Cross-level fusion network for two-stage polyp segmentation via integrity learning	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
Semantic-aware for point cloud domain adaptation with self-distillation learning	16
A comprehensive survey on magnetic resonance image reconstruction	16
A lightweight shallow convolution neural network for automatic identification of Diabetic Foot Ulcers	15
Face and body-shape integration model for cloth-changing person re-identification	15
TABNet: A Triplet Augmentation Self-recovery framework with Boundary-aware Pseudo-labels for scribble-based medical image segmentation	15
Dynamic semantic prototype perception for text–video retrieval	15
Editorial Board	15
BCDPose: Diffusion-based 3D Human Pose Estimation with bone-chain prior knowledge	15
Enhancing small object tracking with reversible rescaling networks	15
CVAD-GAN: Constrained video anomaly detection via generative adversarial network	15
Few-shot class incremental learning via prompt transfer and knowledge distillation	15
Optimal deep transfer learning based ethnicity recognition on face images	15
An edge-aware high-resolution framework for camouflaged object detection	15
H-net: Unsupervised domain adaptation person re-identification network based on hierarchy	15
Dual-stage network combining transformer and hybrid convolutions for stereo image super-resolution	15
Bridging efficiency and interpretability: Explainable AI for multi-classification of pulmonary diseases utilizing modified lightweight CNNs	15
Point-cloud-based hand gesture recognition using principal component analysis and boundary extraction	15
Data-driven 2D-EWT based diabetic retinopathy identification using hybrid neural network	15
Editorial Board	14
PR-DETR: Extracting and utilizing prior knowledge for improved end-to-end object detection	14
A video anomaly detection and classification method based on cross-modal feature alignment	14

Enhancing UAV small target detection: A balanced accuracy-efficiency algorithm with tiered feature focus	14
CoHAtNet: An integrated convolutional-transformer architecture with hybrid self-attention for end-to-end camera localization	14
Synthetic multi-view clustering with missing relationships and instances	14
Semantic scene graph generation based on an edge dual scene graph and message passing neural network	14
BTMTrack: Robust RGB-T tracking via dual-template bridging and temporal-modal candidate elimination	14
Deep hybrid learning for facial expression binary classifications and predictions	14
Your image generator is your new private dataset	14
Twin relaxed least squares regression with classwise mean constraint for image classification	14
Exploiting spatial and temporal context for online tracking with improved transformer	14
Guest Editorial : Learning with Manifolds in Computer Vision	14
HMPFormer: Hierarchical vision transformer with multi-perspective feature learning for precise polyp segmentation	14
Similarity verification of kinship pairs using metricized emphasis	14
Self-distillation guided Semantic Knowledge Feedback network for infrared–visible image fusion	14
Editorial Board	14
GFFT: Global-local feature fusion transformers for facial expression recognition in the wild	14
A decision support system for acute lymphoblastic leukemia detection based on explainable artificial intelligence	13
Weather-degraded image semantic segmentation with multi-task knowledge distillation	13
UIR-ES: An unsupervised underwater image restoration framework with equivariance and stein unbiased risk estimator	13
SDE-RAE:CLIP-based realistic image reconstruction and editing network using stochastic differential diffusion	13
PD-DDPM: Prior-driven diffusion model for single image dehazing	13
Optimizing multimodal personalized disease prediction accuracy using generated prompts and large language models	13
Synthetic data sets for person Re-Identification: A critical analysis	13
External knowledge-assisted Transformer for image captioning	13
Resource-aware strategies for real-time multi-person pose estimation	13
Speaker independent VSR: A systematic review and futuristic applications	13
Qualitative failures of image generation models and their application in detecting deepfakes	13
Preserving instance-level characteristics for multi-instance generation	13
Efficient Mamba: Overcoming the visual limitations of Mamba with innovative structures	13
Black-box reversible adversarial examples with invertible neural network	13
Multi-object tracking with adaptive measurement noise and information fusion	13
AI4RDD: Artificial Intelligence and Rare Disease Diagnosis: A proposal to improve the anamnesis process	13
Flexible multi-objective particle swarm optimization clustering with game theory to address human activity discovery fully unsupervised	13
Editorial Board	12
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization	12
Video object segmentation by multi-scale attention using bidirectional strategy	12
ECT: Fine-grained edge detection with learned cause tokens	12
A dual-channel network based on occlusion feature compensation for human pose estimation	12
Robust ensemble person reidentification via orthogonal fusion with occlusion handling	12
A dedicated benchmark for contour-based corner detection evaluation	12
Effective hybrid attention network based on pseudo-color enhancement in ultrasound image segmentation	12
Fuzzy set-based Bernoulli Random Noise Weighted Loss for unsupervised person re-identification	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
Parameter efficient finetuning of text-to-image models with trainable self-attention layer	12
Depth awakens: A depth-perceptual attention fusion network for RGB-D camouflaged object detection	12
Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform	12
OCUCFormer: An Over-Complete Under-Complete Transformer Network for accelerated MRI reconstruction	12
Boosting semi-supervised face recognition with raw faces	12
Efficient masked feature and group attention network for stereo image super-resolution	12
Editorial Board	12
Feature extraction and fusion algorithm for infrared visible light images based on residual and generative adversarial network	11
Transformer-based feature interactor for person re-identification with margin self-punishment loss	11
Knowledge graph construction in hyperbolic space for automatic image annotation	11
Image–text feature learning for unsupervised visible–infrared person re-identification	11
Part-aware distillation and aggregation network for human parsing	11
Person re-identification: A taxonomic survey and the path ahead	11
FRoundation: Are foundation models ready for face recognition?	11
EFDCNet: Encoding fusion and decoding correction network for RGB-D indoor semantic segmentation	11
ASF-YOLO: A novel YOLO model with attentional scale sequence fusion for cell instance segmentation	11
RGB road scene material segmentation	11
Editorial Board	11
Attention guided multi-level feature aggregation network for camouflaged object detection	11
Noisy label facial expression recognition via face-specific label distribution learning	11
SAKD: Sparse attention knowledge distillation	11
Federated learning based nonlinear two-stage framework for full-reference image quality assessment: An application for biometric	11
Leveraging spatial-channel attention in U-Net for enhanced segmentation of martian dust storms	11
Action-aware anchor-based frame selection strategy for action recognition	11
Bidirectional causal learning for visual question answering	11
Unified Volumetric Avatar: Enabling flexible editing and rendering of neural human representations	11
Learning language to symbol and language to vision mapping for visual grounding	11
Gait recognition via View-aware Part-wise Attention and Multi-scale Dilated Temporal Extractor	11
STIFormer: RGB-T tracking via Spatial–Temporal Interaction Transformer	11
Editorial Board	11
Combining complementary trackers for enhanced long-term visual object tracking	11
Editorial Board	11
Tri-UNetX: Tri-plane UNet with xLSTM for 3D cell segmentation	11
Mobile-friendly and multi-feature aggregation via transformer for human pose estimation	11
Drone-NeRF: Efficient NeRF based 3D scene reconstruction for large-scale drone survey	11
Text-augmented Multi-Modality contrastive learning for unsupervised visible-infrared person re-identification	10
SAMUNet: Enhancing pillar-based 3D object detection in autonomous driving with Shape-aware Mini-Unet	10
AES-Net: An adapter and enhanced self-attention guided network for multi-stage glaucoma classification using fundus images	10
Dense open-set recognition based on training with noisy negative images	10
SinWaveFusion: Learning a single image diffusion model in wavelet domain	10
RBGAN: Realistic-generation and balanced-utility GAN for face de-identification	10
A supervised approach for the detection of AM-FM signals’ interference regions in spectrogram images	10
On the relevance of patch-based extraction methods for monocular depth estimation	10
EMNet: Edge-guided multi-level network for salient object detection in low-light images	10
Three dimensional tracking of rigid objects in motion using 2D optical flows	10
Universal domain adaptation from multiple black-box sources	10
GW-net: An efficient grad-CAM consistency neural network with weakening of random erasing features for semi-supervised person re-identification	10
Modal-aware contrastive learning for hyperspectral and LiDAR classification	10
CF-SOLT: Real-time and accurate traffic accident detection using correlation filter-based tracking	10
Transferable dual multi-granularity semantic excavating for partially relevant video retrieval	10
MOT-STM: Maritime Object Tracking: A Spatial-Temporal and Metadata-based approach	10
Distributed quantum model learning for traffic density estimation	10