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 2021-10-01 to 2025-10-01.)
ArticleCitations
Learning diverse and deep clues for person reidentification234
Active domain adaptation for semantic segmentation via dynamically balancing domainness and uncertainty171
HPD-Depth: High performance decoding network for self-supervised monocular depth estimation142
ADVC: Adversarial dense video captioning with unsupervised pretraining123
Alignment and fusion for adaptive domain nighttime semantic segmentation107
Modeling content-attribute preference for personalized image esthetics assessment93
Editorial Board84
ABC: Aligning binary centers for single-stage monocular 3D object detection82
Accurate and efficient salient object detection via position prior attention81
Single stage architecture for improved accuracy real-time object detection on mobile devices74
FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public73
Cross-scale global attention feature pyramid network for person search64
BF3D: Bi-directional fusion 3D detector with semantic sampling and geometric mapping63
Feature decoupling and interaction network for defending against adversarial examples63
Hourglass cascaded recurrent stereo matching network60
G-TRACE: Grouped temporal recalibration for video object segmentation55
PU-GACNet: Graph Attention Convolution Network for Point Cloud Upsampling43
Multi-information guided camouflaged object detection43
Few-shot classification with multisemantic information fusion network41
Learning an augmentation strategy for sparse datasets39
DeepArUco++: Improved detection of square fiducial markers in challenging lighting conditions38
Background debiased class incremental learning for video action recognition36
SRMA-KD: Structured relational multi-scale attention knowledge distillation for effective lightweight cardiac image segmentation36
Lightweight multi-scale global attention enhancement network for image super-resolution35
Synthetic lidar point cloud generation using deep generative models for improved driving scene object recognition35
RGB-T tracking by modality difference reduction and feature re-selection34
AI-powered trustable and explainable fall detection system using transfer learning34
MAFUNet: Mamba with adaptive fusion UNet for medical image segmentation32
DMNet: Image dehazing via Dual-Domain Modulation32
Privacy-preserving explainable AI enable federated learning-based denoising fingerprint recognition model31
GAN-BodyPose: Real-time 3D human body pose data key point detection and quality assessment assisted by generative adversarial network31
1D kernel distillation network for efficient image super-resolution31
SAFENet: Semantic-Aware Feature Enhancement Network for unsupervised cross-domain road scene segmentation30
ST-VTON: Self-supervised vision transformer for image-based virtual try-on30
Spatial likelihood voting with self-knowledge distillation for weakly supervised object detection30
Utilizing Inherent Bias for Memory Efficient Continual Learning: A Simple and Robust Baseline30
Learning accurate monocular 3D voxel representation via bilateral voxel transformer29
Two-stream transformer tracking with messengers29
Memory-MambaNav: Enhancing object-goal navigation through integration of spatial–temporal scanning with state space models29
SAGNet: Synergistic Attention-Graph Network For video salient object detection29
Deep learning with adaptive convolutions for classification of retinal diseases via optical coherence tomography28
Recent advances in deterministic human motion prediction: A review28
Frequency and content dual stream network for image dehazing27
A Point-2s reinforcement learning biomimetic model for estimating and analyzing human 3D motion posture27
Depth assisted novel view synthesis using few images27
MVPCC-Net: Multi-View Based Point Cloud Completion Network for MLS data27
Enhanced residual network for burst image super-resolution using simple base frame guidance26
Self-supervised Vision Transformers for 3D pose estimation of novel objects26
CMS-net: Edge-aware multimodal MRI feature fusion for brain tumor segmentation26
Underwater bubble plume image generative model based on noise prior and multi conditional labels26
Dual subspace clustering for spectral-spatial hyperspectral image clustering25
FSBI: Deepfake detection with frequency enhanced self-blended images25
Multi-view dynamic facial action unit detection24
Visionary vigilance: Optimized YOLOV8 for fallen person detection with large-scale benchmark dataset23
Multi-view self-supervised learning for 3D facial texture reconstruction from single image23
Editorial Board23
RFSC-net: Re-parameterization forward semantic compensation network in low-light environments22
TransMix: Crafting highly transferable adversarial examples to evade face recognition models22
Intelligent facial expression recognition and classification using optimal deep transfer learning model22
Feature alignment via mutual mapping for few-shot fine-grained visual classification22
FastNet: Fast high-resolution network for human pose estimation22
Enhancing brain tumor classification in MRI images: A deep learning-based approach for accurate diagnosis21
Distributed collaborative machine learning in real-world application scenario: A white blood cell subtypes classification case study21
Mitigating human fall injuries: A novel system utilizing 3D 4-stream convolutional neural networks and image fusion21
Dual-branch adaptive attention transformer for occluded person re-identification21
A multi-branch dual attention segmentation network for epiphyte drone images20
NPVForensics: Learning VA correlations in non-critical phoneme–viseme regions for deepfake detection20
CNN and Transformer-based deep learning models for automated white blood cell detection20
EMA-GS: Improving sparse point cloud rendering with EMA gradient and anchor upsampling20
Doctor-in-the-Loop: An explainable, multi-view deep learning framework for predicting pathological response in non-small cell lung cancer20
SADGFeat: Learning local features with layer spatial attention and domain generalization20
Contrast enhancement of region of interest of backlit image for surveillance systems based on multi-illumination fusion20
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
Object tracking based on temporal and spatial context information19
Enhancing consistency in virtual try-on: A novel diffusion-based approach19
AGSAM-Net: UAV route planning and visual guidance model for bridge surface defect detection18
Matte anything: Interactive natural image matting with segment anything model18
Underwater image restoration based on light attenuation prior and color-contrast adaptive correction18
Robust visual tracking via modified Harris hawks optimization18
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding18
PAGML: Precise Alignment Guided Metric Learning for sketch-based 3D shape retrieval18
A spatial-frequency domain multi-branch decoder method for real-time semantic segmentation18
A deep-shallow and global–local multi-feature fusion network for photometric stereo18
Detection of anomaly in surveillance videos using quantum convolutional neural networks18
Deep learning enhanced monocular visual odometry: Advancements in fusion mechanisms and training strategies18
CollaborativeBEV: Collaborative bird eye view for reconstructing crowded environment17
Anchor-based discriminative dual distribution calibration for transductive zero-shot learning17
Estimating blood pressure using video-based PPG and deep learning17
Intelligent deep learning based ethnicity recognition and classification using facial images17
UHDNet: Unified multimodal fusion harmonization and hierarchical dependency learning for visible-infrared person re-identification17
Editorial Board17
Adaptive and fast image superpixel segmentation approach17
SDMNet: Spatially dilated multi-scale network for object detection for drone aerial imagery17
Face deidentification with controllable privacy protection17
TQRFormer: Tubelet query recollection transformer for action detection17
Phase shift guided dynamic view synthesis from monocular video17
STAFFormer: Spatio-temporal adaptive fusion transformer for efficient 3D human pose estimation17
ECNet: An edge-guided and cross-image perception network for collaborative camouflaged object detection16
AHA-track: Aggregating hierarchical awareness features for single16
WPE: Weighted prototype estimation for few-shot learning16
Distribution-modulated binary neural network for image classification16
Real-time human-centric segmentation for complex video scenes16
Multi-axis interactive multidimensional attention network for vehicle re-identification16
SAMNet: Adapting segment anything model for accurate light field salient object detection16
DFG-HCEN: A distinctive-feature guided and hierarchical channel enhanced network-based infrared and visible image fusion16
Adaptive scale matching for remote sensing object detection based on aerial images16
Video anomaly detection based on a multi-layer reconstruction autoencoder with a variance attention strategy15
A novel facial expression recognition model based on harnessing complementary features in multi-scale network with attention fusion15
Adaptive graph reasoning network for object detection15
OFACD: An end-to-end change detection network for small UAVs remote sensing with viewpoint differences15
FgbCNN: A unified bilinear architecture for learning a fine-grained feature representation in facial expression recognition15
Deep learning-based efficient diagnosis of periapical diseases with dental X-rays15
CRFormer: A cross-region transformer for shadow removal15
M2VAD: Multiview multi15
Self-knowledge distillation based on knowledge transfer from soft to hard examples15
Source domain prior-assisted segment anything model for single domain generalization in medical image segmentation15
Self-trained prediction model and novel anomaly score mechanism for video anomaly detection15
PW-NeRF: Progressive wavelet-mask guided neural radiance fields view synthesis15
Semantic-aware for point cloud domain adaptation with self-distillation learning14
CVAD-GAN: Constrained video anomaly detection via generative adversarial network14
Social robot in service of the cognitive therapy of elderly people: Exploring robot acceptance in a real-world scenario14
H-net: Unsupervised domain adaptation person re-identification network based on hierarchy14
An edge-aware high-resolution framework for camouflaged object detection14
Optimal deep transfer learning based ethnicity recognition on face images14
Online multi-object tracking with δ-GLMB filter based on occlusion and identity switch handling14
Real-time gait biometrics for surveillance applications: A review14
PixTention: Dynamic pixel-level adaptor using attention maps14
Perceiving local relative motion and global correlations for weakly supervised group activity recognition14
Enhancing small object tracking with reversible rescaling networks14
Class-discriminative domain generalization for semantic segmentation14
Attentive spatial-temporal contrastive learning for self-supervised video representation14
Enhancing single-view 3D mesh reconstruction with the aid of implicit surface learning13
Stacked graph bone region U-net with bone representation for hand pose estimation and semi-supervised training13
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
Dynamic semantic prototype perception for text–video retrieval13
Point-cloud-based hand gesture recognition using principal component analysis and boundary extraction13
Incremental human action recognition with dual memory13
Face and body-shape integration model for cloth-changing person re-identification13
BCDPose: Diffusion-based 3D Human Pose Estimation with bone-chain prior knowledge13
Bridging efficiency and interpretability: Explainable AI for multi-classification of pulmonary diseases utilizing modified lightweight CNNs13
Data-driven 2D-EWT based diabetic retinopathy identification using hybrid neural network13
Few-shot class incremental learning via prompt transfer and knowledge distillation13
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
AI4RDD: Artificial Intelligence and Rare Disease Diagnosis: A proposal to improve the anamnesis process12
Twin relaxed least squares regression with classwise mean constraint for image classification12
Synthetic multi-view clustering with missing relationships and instances12
Resource-aware strategies for real-time multi-person pose estimation12
Exploiting spatial and temporal context for online tracking with improved transformer12
External knowledge-assisted Transformer for image captioning12
Multi-object tracking with adaptive measurement noise and information fusion12
Multi-granularity for knowledge distillation12
Editorial Board12
Guest Editorial : Learning with Manifolds in Computer Vision12
Black-box reversible adversarial examples with invertible neural network12
Optimizing multimodal personalized disease prediction accuracy using generated prompts and large language models12
Self-distillation guided Semantic Knowledge Feedback network for infrared–visible image fusion12
Similarity verification of kinship pairs using metricized emphasis11
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
CoHAtNet: An integrated convolutional-transformer architecture with hybrid self-attention for end-to-end camera localization11
Transformer-based feature interactor for person re-identification with margin self-punishment loss11
Video object segmentation by multi-scale attention using bidirectional strategy11
Flexible multi-objective particle swarm optimization clustering with game theory to address human activity discovery fully unsupervised11
Weather-degraded image semantic segmentation with multi-task knowledge distillation11
UIR-ES: An unsupervised underwater image restoration framework with equivariance and stein unbiased risk estimator11
Qualitative failures of image generation models and their application in detecting deepfakes11
BTMTrack: Robust RGB-T tracking via dual-template bridging and temporal-modal candidate elimination11
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
Semantic scene graph generation based on an edge dual scene graph and message passing neural network11
Efficient Mamba: Overcoming the visual limitations of Mamba with innovative structures11
GFFT: Global-local feature fusion transformers for facial expression recognition in the wild11
Deep hybrid learning for facial expression binary classifications and predictions11
RGB road scene material segmentation11
Geometric feature statistics histogram for both real-valued and binary feature representations of 3D local shape11
Parameter efficient finetuning of text-to-image models with trainable self-attention layer10
Drone-NeRF: Efficient NeRF based 3D scene reconstruction for large-scale drone survey10
Learning language to symbol and language to vision mapping for visual grounding10
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
Effective hybrid attention network based on pseudo-color enhancement in ultrasound image segmentation10
Does explainable machine learning uncover the black box in vision applications?10
Cross-modal hybrid architectures for gastrointestinal tract image analysis: A systematic review and futuristic applications10
Editorial Board10
Boosting semi-supervised face recognition with raw faces10
Gait recognition via View-aware Part-wise Attention and Multi-scale Dilated Temporal Extractor10
Editorial Board10
Robust ensemble person reidentification via orthogonal fusion with occlusion handling10
Unified Volumetric Avatar: Enabling flexible editing and rendering of neural human representations10
Knowledge graph construction in hyperbolic space for automatic image annotation10
Editorial Board10
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization10
A dedicated benchmark for contour-based corner detection evaluation10
Efficient masked feature and group attention network for stereo image super-resolution9
LELD: Learn enhancement by learning degradation9
Universal domain adaptation from multiple black-box sources9
Federated learning based nonlinear two-stage framework for full-reference image quality assessment: An application for biometric9
Attention guided multi-level feature aggregation network for camouflaged object detection9
EMNet: Edge-guided multi-level network for salient object detection in low-light images9
SAKD: Sparse attention knowledge distillation9
Continual coarse-to-fine domain adaptation in semantic segmentation9
Depth awakens: A depth-perceptual attention fusion network for RGB-D camouflaged object detection9
Mobile-friendly and multi-feature aggregation via transformer for human pose estimation9
Machine learning applications in breast cancer prediction using mammography9
Modal-aware contrastive learning for hyperspectral and LiDAR classification9
FRoundation: Are foundation models ready for face recognition?9
SinWaveFusion: Learning a single image diffusion model in wavelet domain9
Noisy label facial expression recognition via face-specific label distribution learning9
ECT: Fine-grained edge detection with learned cause tokens9
ASF-YOLO: A novel YOLO model with attentional scale sequence fusion for cell instance segmentation9
Improving defocus blur detection via adaptive supervision prior-tokens9
Feature extraction and fusion algorithm for infrared visible light images based on residual and generative adversarial network9
A lightweight hash-directed global perception and self-calibrated multiscale fusion network for image super-resolution9
Rethinking the sample relations for few-shot classification9
Person re-identification: A taxonomic survey and the path ahead9
Robust visual tracking based on modified mayfly optimization algorithm9
Hierarchical spatiotemporal Feature Interaction Network for video saliency prediction8
Transferable dual multi-granularity semantic excavating for partially relevant video retrieval8
Combining complementary trackers for enhanced long-term visual object tracking8
Part-aware distillation and aggregation network for human parsing8
GW-net: An efficient grad-CAM consistency neural network with weakening of random erasing features for semi-supervised person re-identification8
LTST: Long-term segmentation tracker with memory attention network8
CREAM: Few-shot Object Counting with Cross REfinement and Adaptive density Map8
IRPE: Instance-level reconstruction-based 6D pose estimator8
EFDCNet: Encoding fusion and decoding correction network for RGB-D indoor semantic segmentation8
Learning to disentangle scenes for person re-identification8
RBGAN: Realistic-generation and balanced-utility GAN for face de-identification8
Image–text feature learning for unsupervised visible–infrared person re-identification8
SAMUNet: Enhancing pillar-based 3D object detection in autonomous driving with Shape-aware Mini-Unet8
CF-SOLT: Real-time and accurate traffic accident detection using correlation filter-based tracking8
An Active Transfer Learning framework for image classification based on Maximum Differentiation Classifier8
DeepNet: Protection of deepfake images with aid of deep learning networks8
Grassmann manifold based framework for automated fall detection from a camera8
Three dimensional tracking of rigid objects in motion using 2D optical flows8
Editorial Board8
Generative feature-driven image replay for continual learning8
Editorial Board8
A supervised approach for the detection of AM-FM signals’ interference regions in spectrogram images8
Multiscale parallel deep CNN (mpdCNN) architecture for the real low-resolution face recognition for surveillance8
Dense open-set recognition based on training with noisy negative images8
Text-augmented Multi-Modality contrastive learning for unsupervised visible-infrared person re-identification8
Language conditioned multi-scale visual attention networks for visual grounding8
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
AES-Net: An adapter and enhanced self-attention guided network for multi-stage glaucoma classification using fundus images8
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