Image and Vision Computing

Papers
(The TQCC of Image and Vision Computing is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)
ArticleCitations
Learning diverse and deep clues for person reidentification206
Active domain adaptation for semantic segmentation via dynamically balancing domainness and uncertainty164
Modeling content-attribute preference for personalized image esthetics assessment139
Editorial Board123
ABC: Aligning binary centers for single-stage monocular 3D object detection105
FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public88
Cross-scale global attention feature pyramid network for person search76
BF3D: Bi-directional fusion 3D detector with semantic sampling and geometric mapping74
Feature decoupling and interaction network for defending against adversarial examples68
Hourglass cascaded recurrent stereo matching network67
PU-GACNet: Graph Attention Convolution Network for Point Cloud Upsampling63
G-TRACE: Grouped temporal recalibration for video object segmentation63
Few-shot classification with multisemantic information fusion network60
GAN-BodyPose: Real-time 3D human body pose data key point detection and quality assessment assisted by generative adversarial network58
Synthetic lidar point cloud generation using deep generative models for improved driving scene object recognition57
Privacy-preserving explainable AI enable federated learning-based denoising fingerprint recognition model55
Accurate and efficient salient object detection via position prior attention41
Background debiased class incremental learning for video action recognition40
SRMA-KD: Structured relational multi-scale attention knowledge distillation for effective lightweight cardiac image segmentation37
Multi-information guided camouflaged object detection36
HPD-Depth: High performance decoding network for self-supervised monocular depth estimation36
Learning an augmentation strategy for sparse datasets34
AI-powered trustable and explainable fall detection system using transfer learning34
RGB-T tracking by modality difference reduction and feature re-selection34
ADVC: Adversarial dense video captioning with unsupervised pretraining33
Alignment and fusion for adaptive domain nighttime semantic segmentation32
Single stage architecture for improved accuracy real-time object detection on mobile devices32
DeepArUco++: Improved detection of square fiducial markers in challenging lighting conditions32
1D kernel distillation network for efficient image super-resolution31
ST-VTON: Self-supervised vision transformer for image-based virtual try-on30
SAFENet: Semantic-Aware Feature Enhancement Network for unsupervised cross-domain road scene segmentation30
Spatial likelihood voting with self-knowledge distillation for weakly supervised object detection29
Two-stream transformer tracking with messengers29
Learning accurate monocular 3D voxel representation via bilateral voxel transformer29
Memory-MambaNav: Enhancing object-goal navigation through integration of spatial–temporal scanning with state space models29
Utilizing Inherent Bias for Memory Efficient Continual Learning: A Simple and Robust Baseline29
Self-supervised Vision Transformers for 3D pose estimation of novel objects28
SAGNet: Synergistic Attention-Graph Network For video salient object detection28
Recent advances in deterministic human motion prediction: A review27
Deep learning with adaptive convolutions for classification of retinal diseases via optical coherence tomography27
Enhanced residual network for burst image super-resolution using simple base frame guidance26
A Point-2s reinforcement learning biomimetic model for estimating and analyzing human 3D motion posture26
Multi-view dynamic facial action unit detection26
CMS-net: Edge-aware multimodal MRI feature fusion for brain tumor segmentation26
Visionary vigilance: Optimized YOLOV8 for fallen person detection with large-scale benchmark dataset26
Depth assisted novel view synthesis using few images26
MVPCC-Net: Multi-View Based Point Cloud Completion Network for MLS data26
Flow guided mutual attention for person re-identification25
FSBI: Deepfake detection with frequency enhanced self-blended images25
Dual subspace clustering for spectral-spatial hyperspectral image clustering25
Frequency and content dual stream network for image dehazing24
Underwater bubble plume image generative model based on noise prior and multi conditional labels24
Editorial Board23
Multi-view self-supervised learning for 3D facial texture reconstruction from single image22
Underwater image restoration based on light attenuation prior and color-contrast adaptive correction22
Intelligent facial expression recognition and classification using optimal deep transfer learning model21
Dual-branch adaptive attention transformer for occluded person re-identification21
FastNet: Fast high-resolution network for human pose estimation21
RFSC-net: Re-parameterization forward semantic compensation network in low-light environments21
TransMix: Crafting highly transferable adversarial examples to evade face recognition models21
Mitigating human fall injuries: A novel system utilizing 3D 4-stream convolutional neural networks and image fusion20
SADGFeat: Learning local features with layer spatial attention and domain generalization20
A multi-branch dual attention segmentation network for epiphyte drone images20
EMA-GS: Improving sparse point cloud rendering with EMA gradient and anchor upsampling20
Feature alignment via mutual mapping for few-shot fine-grained visual classification20
NPVForensics: Learning VA correlations in non-critical phoneme–viseme regions for deepfake detection20
Mixup Mask Adaptation: Bridging the gap between input saliency and representations via attention mechanism in feature mixup19
Landmark-in-facial-component: Towards occlusion-robust facial landmark localization19
Editorial Board19
A new multi-picture architecture for learned video deinterlacing and demosaicing with parallel deformable convolution and self-attention blocks19
SDMNet: Spatially dilated multi-scale network for object detection for drone aerial imagery19
Enhancing consistency in virtual try-on: A novel diffusion-based approach19
A deep-shallow and global–local multi-feature fusion network for photometric stereo18
UHDNet: Unified multimodal fusion harmonization and hierarchical dependency learning for visible-infrared person re-identification18
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding18
STAFFormer: Spatio-temporal adaptive fusion transformer for efficient 3D human pose estimation18
Robust visual tracking via modified Harris hawks optimization18
Face deidentification with controllable privacy protection18
Object tracking based on temporal and spatial context information18
AGSAM-Net: UAV route planning and visual guidance model for bridge surface defect detection18
CNN and Transformer-based deep learning models for automated white blood cell detection18
Detection of anomaly in surveillance videos using quantum convolutional neural networks17
A spatial-frequency domain multi-branch decoder method for real-time semantic segmentation17
Doctor-in-the-Loop: An explainable, multi-view deep learning framework for predicting pathological response in non-small cell lung cancer17
Editorial Board17
Matte anything: Interactive natural image matting with segment anything model17
Enhancing brain tumor classification in MRI images: A deep learning-based approach for accurate diagnosis17
Contrast enhancement of region of interest of backlit image for surveillance systems based on multi-illumination fusion17
Intelligent deep learning based ethnicity recognition and classification using facial images17
PAGML: Precise Alignment Guided Metric Learning for sketch-based 3D shape retrieval17
Social robot in service of the cognitive therapy of elderly people: Exploring robot acceptance in a real-world scenario17
Multi-axis interactive multidimensional attention network for vehicle re-identification16
CollaborativeBEV: Collaborative bird eye view for reconstructing crowded environment16
Real-time human-centric segmentation for complex video scenes16
DFG-HCEN: A distinctive-feature guided and hierarchical channel enhanced network-based infrared and visible image fusion16
Class-discriminative domain generalization for semantic segmentation16
Anchor-based discriminative dual distribution calibration for transductive zero-shot learning16
AHA-track: Aggregating hierarchical awareness features for single16
WPE: Weighted prototype estimation for few-shot learning16
TQRFormer: Tubelet query recollection transformer for action detection16
Adaptive scale matching for remote sensing object detection based on aerial images16
OFACD: An end-to-end change detection network for small UAVs remote sensing with viewpoint differences15
Video anomaly detection based on a multi-layer reconstruction autoencoder with a variance attention strategy15
Self-knowledge distillation based on knowledge transfer from soft to hard examples15
Attentive spatial-temporal contrastive learning for self-supervised video representation15
FgbCNN: A unified bilinear architecture for learning a fine-grained feature representation in facial expression recognition15
Online multi-object tracking with δ-GLMB filter based on occlusion and identity switch handling15
CRFormer: A cross-region transformer for shadow removal14
PW-NeRF: Progressive wavelet-mask guided neural radiance fields view synthesis14
Real-time gait biometrics for surveillance applications: A review14
Adaptive graph reasoning network for object detection14
M2VAD: Multiview multi14
A novel facial expression recognition model based on harnessing complementary features in multi-scale network with attention fusion14
SAMNet: Adapting segment anything model for accurate light field salient object detection14
Self-trained prediction model and novel anomaly score mechanism for video anomaly detection14
Perceiving local relative motion and global correlations for weakly supervised group activity recognition14
H-net: Unsupervised domain adaptation person re-identification network based on hierarchy14
Deep learning-based efficient diagnosis of periapical diseases with dental X-rays14
Adaptive and fast image superpixel segmentation approach14
Source domain prior-assisted segment anything model for single domain generalization in medical image segmentation14
Semantic-aware for point cloud domain adaptation with self-distillation learning14
Enhancing small object tracking with reversible rescaling networks14
Point-cloud-based hand gesture recognition using principal component analysis and boundary extraction13
Stacked graph bone region U-net with bone representation for hand pose estimation and semi-supervised training13
CVAD-GAN: Constrained video anomaly detection via generative adversarial network13
Dynamic semantic prototype perception for text–video retrieval13
Guest Editorial : Learning with Manifolds in Computer Vision13
Face and body-shape integration model for cloth-changing person re-identification13
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 (20213
Few-shot class incremental learning via prompt transfer and knowledge distillation13
Optimal deep transfer learning based ethnicity recognition on face images13
Bridging efficiency and interpretability: Explainable AI for multi-classification of pulmonary diseases utilizing modified lightweight CNNs13
Resource-aware strategies for real-time multi-person pose estimation13
Enhancing single-view 3D mesh reconstruction with the aid of implicit surface learning13
An edge-aware high-resolution framework for camouflaged object detection13
Data-driven 2D-EWT based diabetic retinopathy identification using hybrid neural network13
Incremental human action recognition with dual memory13
Exploiting spatial and temporal context for online tracking with improved transformer13
Synthetic multi-view clustering with missing relationships and instances12
External knowledge-assisted Transformer for image captioning12
Multi-granularity for knowledge distillation12
Editorial Board12
An analytical proof on suitability of Cauchy-Schwarz Divergence as the aggregation criterion in Region Growing Algorithm12
Monocular contextual constraint for stereo matching with adaptive weights assignment12
Editorial Board12
Black-box reversible adversarial examples with invertible neural network12
Qualitative failures of image generation models and their application in detecting deepfakes12
Efficient Mamba: Overcoming the visual limitations of Mamba with innovative structures11
RGB road scene material segmentation11
Learning language to symbol and language to vision mapping for visual grounding11
Optimizing multimodal personalized disease prediction accuracy using generated prompts and large language models11
GFFT: Global-local feature fusion transformers for facial expression recognition in the wild11
Geometric feature statistics histogram for both real-valued and binary feature representations of 3D local shape11
Weather-degraded image semantic segmentation with multi-task knowledge distillation11
Self-distillation guided Semantic Knowledge Feedback network for infrared–visible image fusion11
Transformer-based feature interactor for person re-identification with margin self-punishment loss11
Deep hybrid learning for facial expression binary classifications and predictions11
Video object segmentation by multi-scale attention using bidirectional strategy11
Editorial Board11
Speaker independent VSR: A systematic review and futuristic applications11
SDE-RAE:CLIP-based realistic image reconstruction and editing network using stochastic differential diffusion11
A decision support system for acute lymphoblastic leukemia detection based on explainable artificial intelligence11
UIR-ES: An unsupervised underwater image restoration framework with equivariance and stein unbiased risk estimator11
Similarity verification of kinship pairs using metricized emphasis11
OCUCFormer: An Over-Complete Under-Complete Transformer Network for accelerated MRI reconstruction11
Fuzzy set-based Bernoulli Random Noise Weighted Loss for unsupervised person re-identification11
Editorial Board11
Multi-object tracking with adaptive measurement noise and information fusion11
Semantic scene graph generation based on an edge dual scene graph and message passing neural network11
Twin relaxed least squares regression with classwise mean constraint for image classification11
Flexible multi-objective particle swarm optimization clustering with game theory to address human activity discovery fully unsupervised11
Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform10
A dual-channel network based on occlusion feature compensation for human pose estimation10
A dedicated benchmark for contour-based corner detection evaluation10
Editorial Board10
Knowledge graph construction in hyperbolic space for automatic image annotation10
Boosting semi-supervised face recognition with raw faces10
Drone-NeRF: Efficient NeRF based 3D scene reconstruction for large-scale drone survey10
Gait recognition via View-aware Part-wise Attention and Multi-scale Dilated Temporal Extractor10
Parameter efficient finetuning of text-to-image models with trainable self-attention layer10
ECT: Fine-grained edge detection with learned cause tokens10
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization10
Feature extraction and fusion algorithm for infrared visible light images based on residual and generative adversarial network10
Continual coarse-to-fine domain adaptation in semantic segmentation10
Does explainable machine learning uncover the black box in vision applications?10
Universal domain adaptation from multiple black-box sources9
LELD: Learn enhancement by learning degradation9
Depth awakens: A depth-perceptual attention fusion network for RGB-D camouflaged object detection9
ASF-YOLO: A novel YOLO model with attentional scale sequence fusion for cell instance segmentation9
Transferable dual multi-granularity semantic excavating for partially relevant video retrieval9
SAKD: Sparse attention knowledge distillation9
CF-SOLT: Real-time and accurate traffic accident detection using correlation filter-based tracking9
Part-aware distillation and aggregation network for human parsing9
Multiscale parallel deep CNN (mpdCNN) architecture for the real low-resolution face recognition for surveillance9
Improving defocus blur detection via adaptive supervision prior-tokens9
Robust ensemble person reidentification via orthogonal fusion with occlusion handling9
Effective hybrid attention network based on pseudo-color enhancement in ultrasound image segmentation9
Combining complementary trackers for enhanced long-term visual object tracking9
Noisy label facial expression recognition via face-specific label distribution learning9
Person re-identification: A taxonomic survey and the path ahead9
Dense open-set recognition based on training with noisy negative images9
Image–text feature learning for unsupervised visible–infrared person re-identification9
Federated learning based nonlinear two-stage framework for full-reference image quality assessment: An application for biometric9
Mobile-friendly and multi-feature aggregation via transformer for human pose estimation9
Cross-modal hybrid architectures for gastrointestinal tract image analysis: A systematic review and futuristic applications9
Efficient masked feature and group attention network for stereo image super-resolution9
Unified Volumetric Avatar: Enabling flexible editing and rendering of neural human representations9
Generative feature-driven image replay for continual learning9
A supervised approach for the detection of AM-FM signals’ interference regions in spectrogram images9
Editorial Board9
SinWaveFusion: Learning a single image diffusion model in wavelet domain9
Grassmann manifold based framework for automated fall detection from a camera8
GW-net: An efficient grad-CAM consistency neural network with weakening of random erasing features for semi-supervised person re-identification8
Attention guided multi-level feature aggregation network for camouflaged object detection8
Hierarchical spatiotemporal Feature Interaction Network for video saliency prediction8
FRoundation: Are foundation models ready for face recognition?8
SAMUNet: Enhancing pillar-based 3D object detection in autonomous driving with Shape-aware Mini-Unet8
EFDCNet: Encoding fusion and decoding correction network for RGB-D indoor semantic segmentation8
IRPE: Instance-level reconstruction-based 6D pose estimator8
Corrigendum to “STAFFormer: Spatio-temporal adaptive fusion transformer for efficient 3D human pose estimation” [Journal of Image and Vision Computing volume 149 (2024) 105142]8
Machine learning applications in breast cancer prediction using mammography8
Rethinking the sample relations for few-shot classification8
EMNet: Edge-guided multi-level network for salient object detection in low-light images8
Robust visual tracking based on modified mayfly optimization algorithm8
Multi-level feature disentanglement network for cross-dataset face forgery detection8
AES-Net: An adapter and enhanced self-attention guided network for multi-stage glaucoma classification using fundus images8
Editorial Board8
An Active Transfer Learning framework for image classification based on Maximum Differentiation Classifier8
Learning to disentangle scenes for person re-identification8
Text-augmented Multi-Modality contrastive learning for unsupervised visible-infrared person re-identification8
RBGAN: Realistic-generation and balanced-utility GAN for face de-identification8
A lightweight hash-directed global perception and self-calibrated multiscale fusion network for image super-resolution8
Video prediction by efficient transformers8
Three dimensional tracking of rigid objects in motion using 2D optical flows8
Gaussian error loss function for image smoothing7
LTST: Long-term segmentation tracker with memory attention network7
Language conditioned multi-scale visual attention networks for visual grounding7
LP-GAN: Learning perturbations based on generative adversarial networks for point cloud adversarial attacks7
Multistage temporal convolution transformer for action segmentation7
EatSense: Human centric, action recognition and localization dataset for understanding eating behaviors and quality of motion assessment7
Editorial Board7
Multimodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning7
DeepNet: Protection of deepfake images with aid of deep learning networks7
JGULF: Joint global and unilateral local feature network for micro-expression recognition7
I3Net: Intensive information interaction network for RGB-T salient object detection7
Time-shift image enhancement method7
EAR: Efficient action recognition with local-global temporal aggregation7
CREAM: Few-shot Object Counting with Cross REfinement and Adaptive density Map7
Improving multi-focus image fusion through Noisy image and feature difference network7
Open-set face recognition with maximal entropy and Objectosphere loss7
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