Image and Vision Computing

Papers
(The TQCC of Image and Vision Computing is 6. 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 2021-07-01 to 2025-07-01.)
ArticleCitations
Learning diverse and deep clues for person reidentification160
RGB-T tracking by modality difference reduction and feature re-selection156
Alignment and fusion for adaptive domain nighttime semantic segmentation127
Active domain adaptation for semantic segmentation via dynamically balancing domainness and uncertainty122
Modeling content-attribute preference for personalized image esthetics assessment118
HPD-Depth: High performance decoding network for self-supervised monocular depth estimation101
Multi-information guided camouflaged object detection76
Editorial Board73
ABC: Aligning binary centers for single-stage monocular 3D object detection60
Cross-scale global attention feature pyramid network for person search59
BF3D: Bi-directional fusion 3D detector with semantic sampling and geometric mapping57
Feature decoupling and interaction network for defending against adversarial examples56
Hourglass cascaded recurrent stereo matching network50
G-TRACE: Grouped temporal recalibration for video object segmentation44
PU-GACNet: Graph Attention Convolution Network for Point Cloud Upsampling43
Few-shot classification with multisemantic information fusion network43
Synthetic lidar point cloud generation using deep generative models for improved driving scene object recognition41
Privacy-preserving explainable AI enable federated learning-based denoising fingerprint recognition model40
Accurate and efficient salient object detection via position prior attention39
GAN-BodyPose: Real-time 3D human body pose data key point detection and quality assessment assisted by generative adversarial network37
Background debiased class incremental learning for video action recognition35
AI-powered trustable and explainable fall detection system using transfer learning34
SRMA-KD: Structured relational multi-scale attention knowledge distillation for effective lightweight cardiac image segmentation34
DeepArUco++: Improved detection of square fiducial markers in challenging lighting conditions34
Learning an augmentation strategy for sparse datasets32
FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public32
Single stage architecture for improved accuracy real-time object detection on mobile devices30
1D kernel distillation network for efficient image super-resolution29
MVPCC-Net: Multi-View Based Point Cloud Completion Network for MLS data29
ST-VTON: Self-supervised vision transformer for image-based virtual try-on29
Utilizing Inherent Bias for Memory Efficient Continual Learning: A Simple and Robust Baseline28
Learning accurate monocular 3D voxel representation via bilateral voxel transformer28
SAFENet: Semantic-Aware Feature Enhancement Network for unsupervised cross-domain road scene segmentation28
Spatial likelihood voting with self-knowledge distillation for weakly supervised object detection28
Multi-view dynamic facial action unit detection28
Two-stream transformer tracking with messengers27
Memory-MambaNav: Enhancing object-goal navigation through integration of spatial–temporal scanning with state space models27
Self-supervised Vision Transformers for 3D pose estimation of novel objects26
Deep learning with adaptive convolutions for classification of retinal diseases via optical coherence tomography26
Frequency and content dual stream network for image dehazing26
SAGNet: Synergistic Attention-Graph Network For video salient object detection26
A Point-2s reinforcement learning biomimetic model for estimating and analyzing human 3D motion posture25
Enhanced residual network for burst image super-resolution using simple base frame guidance24
FSBI: Deepfake detection with frequency enhanced self-blended images24
Visionary vigilance: Optimized YOLOV8 for fallen person detection with large-scale benchmark dataset24
CMS-net: Edge-aware multimodal MRI feature fusion for brain tumor segmentation24
Underwater bubble plume image generative model based on noise prior and multi conditional labels24
Flow guided mutual attention for person re-identification24
Depth assisted novel view synthesis using few images24
Dual subspace clustering for spectral-spatial hyperspectral image clustering23
Recent advances in deterministic human motion prediction: A review23
Multi-view self-supervised learning for 3D facial texture reconstruction from single image22
Editorial Board22
Underwater image restoration based on light attenuation prior and color-contrast adaptive correction22
Intelligent deep learning based ethnicity recognition and classification using facial images22
Object tracking based on temporal and spatial context information21
Dual-branch adaptive attention transformer for occluded person re-identification21
STAFFormer: Spatio-temporal adaptive fusion transformer for efficient 3D human pose estimation21
SDMNet: Spatially dilated multi-scale network for object detection for drone aerial imagery21
TransMix: Crafting highly transferable adversarial examples to evade face recognition models20
PAGML: Precise Alignment Guided Metric Learning for sketch-based 3D shape retrieval20
FastNet: Fast high-resolution network for human pose estimation20
Intelligent facial expression recognition and classification using optimal deep transfer learning model19
NPVForensics: Learning VA correlations in non-critical phoneme–viseme regions for deepfake detection19
Mixup Mask Adaptation: Bridging the gap between input saliency and representations via attention mechanism in feature mixup19
Feature alignment via mutual mapping for few-shot fine-grained visual classification19
A multi-branch dual attention segmentation network for epiphyte drone images19
RFSC-net: Re-parameterization forward semantic compensation network in low-light environments19
EMA-GS: Improving sparse point cloud rendering with EMA gradient and anchor upsampling19
Enhancing consistency in virtual try-on: A novel diffusion-based approach18
SADGFeat: Learning local features with layer spatial attention and domain generalization18
Landmark-in-facial-component: Towards occlusion-robust facial landmark localization18
Editorial Board18
A new multi-picture architecture for learned video deinterlacing and demosaicing with parallel deformable convolution and self-attention blocks18
Contrast enhancement of region of interest of backlit image for surveillance systems based on multi-illumination fusion17
Social robot in service of the cognitive therapy of elderly people: Exploring robot acceptance in a real-world scenario17
Mitigating human fall injuries: A novel system utilizing 3D 4-stream convolutional neural networks and image fusion17
AGSAM-Net: UAV route planning and visual guidance model for bridge surface defect detection17
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding17
CNN and Transformer-based deep learning models for automated white blood cell detection17
Enhancing brain tumor classification in MRI images: A deep learning-based approach for accurate diagnosis17
A deep-shallow and global–local multi-feature fusion network for photometric stereo17
Detection of anomaly in surveillance videos using quantum convolutional neural networks17
Matte anything: Interactive natural image matting with segment anything model17
Face deidentification with controllable privacy protection17
Robust visual tracking via modified Harris hawks optimization17
A spatial-frequency domain multi-branch decoder method for real-time semantic segmentation17
Anchor-based discriminative dual distribution calibration for transductive zero-shot learning16
Real-time human-centric segmentation for complex video scenes16
Adaptive and fast image superpixel segmentation approach16
TQRFormer: Tubelet query recollection transformer for action detection16
Class-discriminative domain generalization for semantic segmentation16
AHA-track: Aggregating hierarchical awareness features for single16
CollaborativeBEV: Collaborative bird eye view for reconstructing crowded environment16
Editorial Board16
Online multi-object tracking with δ-GLMB filter based on occlusion and identity switch handling15
WPE: Weighted prototype estimation for few-shot learning15
CRFormer: A cross-region transformer for shadow removal15
Adaptive scale matching for remote sensing object detection based on aerial images15
Self-trained prediction model and novel anomaly score mechanism for video anomaly detection15
DFG-HCEN: A distinctive-feature guided and hierarchical channel enhanced network-based infrared and visible image fusion15
Source domain prior-assisted segment anything model for single domain generalization in medical image segmentation15
Video anomaly detection based on a multi-layer reconstruction autoencoder with a variance attention strategy15
PW-NeRF: Progressive wavelet-mask guided neural radiance fields view synthesis15
OFACD: An end-to-end change detection network for small UAVs remote sensing with viewpoint differences15
M2VAD: Multiview multi15
Multi-axis interactive multidimensional attention network for vehicle re-identification14
Deep learning-based efficient diagnosis of periapical diseases with dental X-rays14
Real-time gait biometrics for surveillance applications: A review14
SAMNet: Adapting segment anything model for accurate light field salient object detection14
Self-knowledge distillation based on knowledge transfer from soft to hard examples14
Attentive spatial-temporal contrastive learning for self-supervised video representation14
FgbCNN: A unified bilinear architecture for learning a fine-grained feature representation in facial expression recognition14
A novel facial expression recognition model based on harnessing complementary features in multi-scale network with attention fusion14
Editorial Board13
Face and body-shape integration model for cloth-changing person re-identification13
An edge-aware high-resolution framework for camouflaged object detection13
Bridging efficiency and interpretability: Explainable AI for multi-classification of pulmonary diseases utilizing modified lightweight CNNs13
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
Incremental human action recognition with dual memory13
Semantic-aware for point cloud domain adaptation with self-distillation learning13
Stacked graph bone region U-net with bone representation for hand pose estimation and semi-supervised training13
Data-driven 2D-EWT based diabetic retinopathy identification using hybrid neural network13
H-net: Unsupervised domain adaptation person re-identification network based on hierarchy13
Enhancing small object tracking with reversible rescaling networks13
Adaptive graph reasoning network for object detection13
Dynamic semantic prototype perception for text–video retrieval13
Optimal deep transfer learning based ethnicity recognition on face images13
CVAD-GAN: Constrained video anomaly detection via generative adversarial network12
Guest Editorial : Learning with Manifolds in Computer Vision12
Learning auto-scale representations for person re-identification12
Few-shot class incremental learning via prompt transfer and knowledge distillation12
Enhancing single-view 3D mesh reconstruction with the aid of implicit surface learning12
Exploiting spatial and temporal context for online tracking with improved transformer12
Perceiving local relative motion and global correlations for weakly supervised group activity recognition12
Resource-aware strategies for real-time multi-person pose estimation12
Editorial Board12
Editorial Board11
An analytical proof on suitability of Cauchy-Schwarz Divergence as the aggregation criterion in Region Growing Algorithm11
A decision support system for acute lymphoblastic leukemia detection based on explainable artificial intelligence11
Deep hybrid learning for facial expression binary classifications and predictions11
GFFT: Global-local feature fusion transformers for facial expression recognition in the wild11
Synthetic multi-view clustering with missing relationships and instances11
SDE-RAE:CLIP-based realistic image reconstruction and editing network using stochastic differential diffusion11
Monocular contextual constraint for stereo matching with adaptive weights assignment11
Qualitative failures of image generation models and their application in detecting deepfakes11
Self-distillation guided Semantic Knowledge Feedback network for infrared–visible image fusion11
Black-box reversible adversarial examples with invertible neural network11
Flexible multi-objective particle swarm optimization clustering with game theory to address human activity discovery fully unsupervised11
Geometric feature statistics histogram for both real-valued and binary feature representations of 3D local shape11
External knowledge-assisted Transformer for image captioning11
Multi-object tracking with adaptive measurement noise and information fusion11
Multi-granularity for knowledge distillation11
RGB road scene material segmentation10
Feature extraction and fusion algorithm for infrared visible light images based on residual and generative adversarial network10
Effective hybrid attention network based on pseudo-color enhancement in ultrasound image segmentation10
A dual-channel network based on occlusion feature compensation for human pose estimation10
Learning language to symbol and language to vision mapping for visual grounding10
OCUCFormer: An Over-Complete Under-Complete Transformer Network for accelerated MRI reconstruction10
Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model10
Weather-degraded image semantic segmentation with multi-task knowledge distillation10
Speaker independent VSR: A systematic review and futuristic applications10
Fuzzy set-based Bernoulli Random Noise Weighted Loss for unsupervised person re-identification10
Robust ensemble person reidentification via orthogonal fusion with occlusion handling10
Editorial Board10
ECT: Fine-grained edge detection with learned cause tokens10
Transformer-based feature interactor for person re-identification with margin self-punishment loss10
Twin relaxed least squares regression with classwise mean constraint for image classification10
Semantic scene graph generation based on an edge dual scene graph and message passing neural network10
Video object segmentation by multi-scale attention using bidirectional strategy10
Unified Volumetric Avatar: Enabling flexible editing and rendering of neural human representations10
Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform10
Editorial Board10
A dedicated benchmark for contour-based corner detection evaluation10
Gait recognition via View-aware Part-wise Attention and Multi-scale Dilated Temporal Extractor10
UIR-ES: An unsupervised underwater image restoration framework with equivariance and stein unbiased risk estimator10
Federated learning based nonlinear two-stage framework for full-reference image quality assessment: An application for biometric9
Combining complementary trackers for enhanced long-term visual object tracking9
AES-Net: An adapter and enhanced self-attention guided network for multi-stage glaucoma classification using fundus images9
Does explainable machine learning uncover the black box in vision applications?9
Efficient masked feature and group attention network for stereo image super-resolution9
Knowledge graph construction in hyperbolic space for automatic image annotation9
ASF-YOLO: A novel YOLO model with attentional scale sequence fusion for cell instance segmentation9
Depth awakens: A depth-perceptual attention fusion network for RGB-D camouflaged object detection9
Universal domain adaptation from multiple black-box sources9
CF-SOLT: Real-time and accurate traffic accident detection using correlation filter-based tracking9
Three dimensional tracking of rigid objects in motion using 2D optical flows9
Drone-NeRF: Efficient NeRF based 3D scene reconstruction for large-scale drone survey9
Editorial Board9
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization9
Parameter efficient finetuning of text-to-image models with trainable self-attention layer9
Mobile-friendly and multi-feature aggregation via transformer for human pose estimation9
Hierarchical spatiotemporal Feature Interaction Network for video saliency prediction9
Multiscale parallel deep CNN (mpdCNN) architecture for the real low-resolution face recognition for surveillance9
A supervised approach for the detection of AM-FM signals’ interference regions in spectrogram images9
Continual coarse-to-fine domain adaptation in semantic segmentation9
Cross-modal hybrid architectures for gastrointestinal tract image analysis: A systematic review and futuristic applications9
Boosting semi-supervised face recognition with raw faces9
LELD: Learn enhancement by learning degradation9
Improving defocus blur detection via adaptive supervision prior-tokens9
Rethinking the sample relations for few-shot classification8
Machine learning applications in breast cancer prediction using mammography8
Video prediction by efficient transformers8
Attention guided multi-level feature aggregation network for camouflaged object detection8
Generative feature-driven image replay for continual learning8
EMNet: Edge-guided multi-level network for salient object detection in low-light images8
Dense open-set recognition based on training with noisy negative images8
Part-aware distillation and aggregation network for human parsing8
Text-augmented Multi-Modality contrastive learning for unsupervised visible-infrared person re-identification8
Person re-identification: A taxonomic survey and the path ahead8
Learning to disentangle scenes for person re-identification8
EFDCNet: Encoding fusion and decoding correction network for RGB-D indoor semantic segmentation8
Noisy label facial expression recognition via face-specific label distribution learning8
FRoundation: Are foundation models ready for face recognition?8
Transferable dual multi-granularity semantic excavating for partially relevant video retrieval8
Image–text feature learning for unsupervised visible–infrared person re-identification8
Multi-level feature disentanglement network for cross-dataset face forgery detection8
SAKD: Sparse attention knowledge distillation8
RBGAN: Realistic-generation and balanced-utility GAN for face de-identification8
GW-net: An efficient grad-CAM consistency neural network with weakening of random erasing features for semi-supervised person re-identification8
Robust visual tracking based on modified mayfly optimization algorithm8
SinWaveFusion: Learning a single image diffusion model in wavelet domain8
A lightweight hash-directed global perception and self-calibrated multiscale fusion network for image super-resolution8
Editorial Board8
Advances in deep learning-based image recognition of product packaging7
An Active Transfer Learning framework for image classification based on Maximum Differentiation Classifier7
Editorial to special issue on novel insights on ocular biometrics7
Corrigendum to “STAFFormer: Spatio-temporal adaptive fusion transformer for efficient 3D human pose estimation” [Journal of Image and Vision Computing volume 149 (2024) 105142]7
MODE: Monocular omnidirectional depth estimation via consistent depth fusion7
EatSense: Human centric, action recognition and localization dataset for understanding eating behaviors and quality of motion assessment7
VQA as a factoid question answering problem: A novel approach for knowledge-aware and explainable visual question answering7
A novel framework for diverse video generation from a single video using frame-conditioned denoising diffusion probabilistic model and ConvNeXt-V27
POSER: POsed vs Spontaneous Emotion Recognition using fractal encoding7
Editorial Board7
IRPE: Instance-level reconstruction-based 6D pose estimator7
Improving multi-focus image fusion through Noisy image and feature difference network7
Deep Isometric Maps7
An end-to-end anti-shaking multi-focus image fusion approach7
Ricci curvature based volumetric segmentation7
Language conditioned multi-scale visual attention networks for visual grounding7
Markerless multi-view 3D human pose estimation: A survey7
Editorial Board7
Grassmann manifold based framework for automated fall detection from a camera7
A semi-parallel CNN-transformer fusion network for semantic change detection7
Wave-based cross-phase representation for weakly supervised classification7
DeepNet: Protection of deepfake images with aid of deep learning networks7
Human activity recognition from UAV videos using a novel DMLC-CNN model7
LP-GAN: Learning perturbations based on generative adversarial networks for point cloud adversarial attacks7
Cross channel weight sharing for image classification6
BPMB: BayesCNNs with perturbed multi-branch structure for robust facial expression recognition6
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