Image and Vision Computing

Article	Citations
Accurate and efficient salient object detection via position prior attention	271
Facial expression recognition using densely connected convolutional neural network and hierarchical spatial attention	148
CFENet: Context-aware Feature Enhancement Network for efficient few-shot object counting	111
AwareTrack: Object awareness for visual tracking via templates interaction	103
Grad-CAM based explanations for multiocular disease detection using Xception net	102
Privacy-preserving explainable AI enable federated learning-based denoising fingerprint recognition model	95
Feature extraction and fusion algorithm for infrared visible light images based on residual and generative adversarial network	93
EDCAANet: A lightweight COD network based on edge detection and coordinate attention assistance	67
Unmasking deepfakes: Eye blink pattern analysis using a hybrid LSTM and MLP-CNN model	58
CLBSR: A deep curriculum learning-based blind image super resolution network using geometrical prior	51
HPD-Depth: High performance decoding network for self-supervised monocular depth estimation	49
Spatial–temporal sequential network for anomaly detection based on long short-term magnitude representation	47
Integrating prior knowledge into a bibranch pyramid network for medical image segmentation	43
Exploring global context and position-aware representation for group activity recognition	42
A polar-edge context-aware (PECA) network for mirror segmentation	41
SalFBNet: Learning pseudo-saliency distribution via feedback convolutional networks	38
Continual coarse-to-fine domain adaptation in semantic segmentation	37
Multi parallel U-net encoder network for effective polyp image segmentation	37
Single image dehazing using extended local dark channel prior	36
Fine-grained bidirectional attentional generation and knowledge-assisted networks for cross-modal retrieval	36
BF3D: Bi-directional fusion 3D detector with semantic sampling and geometric mapping	34
Effective hybrid attention network based on pseudo-color enhancement in ultrasound image segmentation	30
A study on attention-based LSTM for abnormal behavior recognition with variable pooling	30
Authenticating and securing healthcare records: A deep learning-based zero watermarking approach	29
Language and vision based person re-identification for surveillance systems using deep learning with LIP layers	29

Attribute discrimination combined with selected sample dropout for unsupervised domain adaptive person re-identification	27
Knowledge distillation methods for efficient unsupervised adaptation across multiple domains	26
Video object segmentation by multi-scale attention using bidirectional strategy	25
Cross-modal hybrid architectures for gastrointestinal tract image analysis: A systematic review and futuristic applications	25
Modality interactive attention for cross-modality person re-identification	24
Visual tracking based on spatiotemporal transformer and fusion sequences	24
Underwater image enhancement based on global features and prior distribution guided	24
Localization of diffusion model-based inpainting through the inter-intra similarity of frequency features	24
Active domain adaptation for semantic segmentation via dynamically balancing domainness and uncertainty	23
Editorial Board	23
ATOM: Self-supervised human action recognition using atomic motion representation learning	22
Fuzzy set-based Bernoulli Random Noise Weighted Loss for unsupervised person re-identification	22
Visual question answering model based on graph neural network and contextual attention	21
RGB-T tracking by modality difference reduction and feature re-selection	21
Exploring holistic discriminative representation for micro-expression recognition via contrastive learning	21
Edge-aware salient object detection network via context guidance	20
Modeling content-attribute preference for personalized image esthetics assessment	20
Multi-layer capsule network with joint dynamic routing for fire recognition	20
: Robust real-time shape-from-template, a C ++ library	19
Semantic segmentation of large-scale point clouds by integrating attention mechanisms and transformer models	19
Alignment and fusion for adaptive domain nighttime semantic segmentation	19
View knowledge transfer network for multi-view action recognition	19
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization	19
A 3D multi-scale CycleGAN framework for generating synthetic PETs from MRIs for Alzheimer's disease diagnosis	19
LSTM with bio inspired algorithm for action recognition in sports videos	19
Proactive hybrid learning framework for real-time multi-vehicle detection in unregulated traffic environments	18
C2F: An effective coarse-to-fine network for video summarization	18
Editorial Board	18
Hourglass cascaded recurrent stereo matching network	18
Editorial Board	18
G-TRACE: Grouped temporal recalibration for video object segmentation	18
Attention-guided aggregation stereo matching network	17
Cuepervision: self-supervised learning for continuous domain adaptation without catastrophic forgetting	17
Improving eye movement biometrics in low frame rate eye-tracking devices using periocular and eye blinking features	17
Special issue on role of computer vision in smart cities	17
A robust image representation method against illumination and occlusion variations	17
Editorial Board	16
Feature decoupling and interaction network for defending against adversarial examples	16
Image-based human re-identification: Which covariates are actually (the most) important?	16
Cross-scale global attention feature pyramid network for person search	16
FEANet: Foreground-edge-aware network with DenseASPOC for human parsing	16
ECT: Fine-grained edge detection with learned cause tokens	16
Editorial Board	16
Distance metric-based learning for long-tail object detection	16
Weakly supervised moment localization with natural language based on semantic reconstruction	15
Dense graph convolutional neural networks on 3D meshes for 3D object segmentation and classification	15
Boosting semi-supervised face recognition with raw faces	15
Editorial Board	15
A lightweight network for monocular depth estimation with decoupled body and edge supervision	15
MFC-Net : Multi-feature fusion cross neural network for salient object detection	15

Hyperspherically regularized networks for self-supervision	14
IAC-ReCAM: Two-dimensional attention modulation and category label guidance for weakly supervised semantic segmentation	14
Faster and finer pose estimation for multiple instance objects in a single RGB image	14
Editorial Board	14
LDWS-net: A learnable deep wavelet scattering network for RGB salient object detection	14
LocalFace: Learning significant local features for deep face recognition	14
Learning language to symbol and language to vision mapping for visual grounding	14
A dedicated benchmark for contour-based corner detection evaluation	14
Exploiting recollection effects for memory-based video object segmentation	13
Transformer-based feature interactor for person re-identification with margin self-punishment loss	13
μPEWFace: Parallel ensemble of weighted deep convolutional neural networks with novel loss functions for face-based authentication	13
ABC: Aligning binary centers for single-stage monocular 3D object detection	13
3D human body modeling with orthogonal human mask image based on multi-channel Swin transformer architecture	13
MetaPix: Domain transfer for semantic segmentation by meta pixel weighting	12
Improving distinctiveness in video captioning with text-video similarity	12
Multi-label recognition in open driving scenarios based on bipartite-driven superimposed dynamic graph	12
An instance-level data balancing method for object detection via contextual information alignment	12
Drone-NeRF: Efficient NeRF based 3D scene reconstruction for large-scale drone survey	12
Robust ensemble person reidentification via orthogonal fusion with occlusion handling	12
Few-shot classification with multisemantic information fusion network	12
CFFNet: Coordinated feature fusion network for crowd counting	12
GAN-BodyPose: Real-time 3D human body pose data key point detection and quality assessment assisted by generative adversarial network	12
Artificial immune systems for data augmentation	12
A few-shot learning-based ischemic stroke segmentation system using weighted MRI fusion	12
Batch feature standardization network with triplet loss for weakly-supervised video anomaly detection	12
AI-powered trustable and explainable fall detection system using transfer learning	12
PTPFusion: A progressive infrared and visible image fusion network based on texture preserving	11
Knowledge graph construction in hyperbolic space for automatic image annotation	11
A new deepfake detection model for responding to perception attacks in embodied artificial intelligence	11
Depth awakens: A depth-perceptual attention fusion network for RGB-D camouflaged object detection	11
Efficient masked feature and group attention network for stereo image super-resolution	11
Multi-branch residual image semantic segmentation combined with inverse weight gated-control	11
SCTrans: Self-align and cross-align transformer for few-shot segmentation	11
Learning weakly supervised audio-visual violence detection in hyperbolic space	11
3D-ISRNet:Generating 3D point clouds through image similarity retrieval in a complex background from a single image	10
Single stage architecture for improved accuracy real-time object detection on mobile devices	10
Whether normalized or not? Towards more robust iris recognition using dynamic programming	10
FSformer: Fast-Slow Transformer for video action recognition	10
Image captioning: Semantic selection unit with stacked residual attention	10
Detecting adversarial samples by noise injection and denoising	10
Pyramid quaternion discrete cosine transform based ConvNet for cancelable face recognition	10
CRENet: Crowd region enhancement network for multi-person 3D pose estimation	10
UTR: A UNet-like transformer for efficient unsupervised medical image registration	10
PU-GACNet: Graph Attention Convolution Network for Point Cloud Upsampling	10
Learning diverse and deep clues for person reidentification	10
Exploring cross-video matching for few-shot video classification via dual-hierarchy graph neural network learning	10
Generous teacher: Good at distilling knowledge for student learning	10
Machine learning based video segmentation of moving scene by motion index using IO detector and shot segmentation	10
Synthetic lidar point cloud generation using deep generative models for improved driving scene object recognition	10
Background debiased class incremental learning for video action recognition	10
A dual-channel network based on occlusion feature compensation for human pose estimation	10
Object aspect classification and 6DoF pose estimation	10
Person search over security video surveillance systems using deep learning methods: A review	10
RGB road scene material segmentation	10
Real-time 3D human pose estimation without skeletal a priori structures	10
Visible thermal person re-identification via multi-branch modality residual complementary learning	10
OCUCFormer: An Over-Complete Under-Complete Transformer Network for accelerated MRI reconstruction	10
Parameter efficient finetuning of text-to-image models with trainable self-attention layer	10
RAMT-GAN: Realistic and accurate makeup transfer with generative adversarial network	9
A data augmentation approach that ensures the reliability of foregrounds in medical image segmentation	9
Adaptive weight based on overlapping blocks network for facial expression recognition	9
FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public	9
Integration of ultrasound and mammogram for multimodal classification of breast cancer using hybrid residual neural network and machine learning	9
Does explainable machine learning uncover the black box in vision applications?	9
Learning an augmentation strategy for sparse datasets	9
Attention guided contextual feature fusion network for salient object detection	9
Multiscale features integration based multiple-in-single-out network for object detection	9
An automated hyperparameter tuned deep learning model enabled facial emotion recognition for autonomous vehicle drivers	9
Acute lymphocytic leukemia detection and subtype classification via extended wavelet pooling based-CNNs and statistical-texture features	9
Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform	9
Unsupervised person re-identification by dynamic hybrid contrastive learning	9
STRFormer: Spatial–Temporal–ReTemporal Transformer for 3D human pose estimation	9
A lightweight depth completion network with spatial efficient fusion	9
ASF-YOLO: A novel YOLO model with attentional scale sequence fusion for cell instance segmentation	9
Unified Volumetric Avatar: Enabling flexible editing and rendering of neural human representations	9
Multi-view daily action recognition based on Hooke balanced matrix and broad learning system	8
MLRMV: Multi-layer representation for multi-view action recognition	8
Pose-guided part matching network via shrinking and reweighting for occluded person re-identification	8
TransWild: Enhancing 3D interacting hands recovery in the wild with IoU-guided Transformer	8
Bilateral regularized optimization model for edge-preserving image smoothing	8

Editorial Board	8
Feature attention fusion network for occluded person re-identification	8
Recent advances in deterministic human motion prediction: A review	8
Three dimensional tracking of rigid objects in motion using 2D optical flows	8
Lightweight and computationally faster Hypermetropic Convolutional Neural Network for small size object detection	8
WITHDRAWN: Lips-SpecFormer: Non-linear interpolable transformer for spectral reconstruction using adjacent channel coupling	8
SAVE: Encoding spatial interactions for vision transformers	8
Spatial likelihood voting with self-knowledge distillation for weakly supervised object detection	8
Noisy label facial expression recognition via face-specific label distribution learning	8
Bidirectional Attentional Interaction Networks for RGB-D salient object detection	8
Boundary guidance network for camouflage object detection	8
DeepArUco++: Improved detection of square fiducial markers in challenging lighting conditions	8
Adversarial attacks and defenses in person search: A systematic mapping study and taxonomy	8
R2-trans: Fine-grained visual categorization with redundancy reduction	8
Extended neighborhood-based road and median filter for impulse noise removal from depth map	7
Improving defocus blur detection via adaptive supervision prior-tokens	7
Task-based parameter isolation for foreground segmentation without catastrophic forgetting using multi-scale region and edges fusion network	7
Universal domain adaptation from multiple black-box sources	7
Combining complementary trackers for enhanced long-term visual object tracking	7
Semantic and edge-based visual odometry by joint minimizing semantic and edge distance error	7
Dictionary-enabled efficient training of ConvNets for image classification	7
RBGAN: Realistic-generation and balanced-utility GAN for face de-identification	7
Flow guided mutual attention for person re-identification	7
Editorial Board	7
Editorial Board	7
A semantic fusion based approach for express bill detection in complex scenes	7
Dual-scale point cloud completion network based on high-frequency feature fusion	7
Accurate video saliency prediction via hierarchical fusion and temporal recurrence	7
Research on efficient detection network method for remote sensing images based on self attention mechanism	7
A novel micro-expression detection algorithm based on BERT and 3DCNN	7
A Point-2s reinforcement learning biomimetic model for estimating and analyzing human 3D motion posture	7
Multi-scale feature aggregation and boundary awareness network for salient object detection	7
Detection of dental periapical lesions using retinex based image enhancement and lightweight deep learning model	6
Moment preserving tomographic image reconstruction model	6
Pedestrian detection in low-light conditions: A comprehensive survey	6
Deep learning with adaptive convolutions for classification of retinal diseases via optical coherence tomography	6
Transferable dual multi-granularity semantic excavating for partially relevant video retrieval	6
Self-supervised Vision Transformers for 3D pose estimation of novel objects	6
Tackling multiple object tracking with complicated motions — Re-designing the integration of motion and appearance	6
Online-adaptive classification and regression network with sample-efficient meta learning for long-term tracking	6
Activity guided multi-scales collaboration based on scaled-CNN for saliency prediction	6
2D progressive fusion module for action recognition	6
RTDOD: A large-scale RGB-thermal domain-incremental object detection dataset for UAVs	6
TENet: Accurate light-field salient object detection with a transformer embedding network	6
A supervised approach for the detection of AM-FM signals’ interference regions in spectrogram images	6
Starting from the structure: A review of small object detection based on deep learning	6
DeepSegment: Segmentation of motion capture data using deep convolutional neural network	6
GW-net: An efficient grad-CAM consistency neural network with weakening of random erasing features for semi-supervised person re-identification	6
A framework of human action recognition using length control features fusion and weighted entropy-variances based feature selection	6
Pose-guided counterfactual inference for occluded person re-identification	6
Editorial Board	6
Human–object interaction detection with missing objects	6
Mobile-friendly and multi-feature aggregation via transformer for human pose estimation	6
DGSN: Learning how to segment pedestrians from other datasets for occluded person re-identification	6
VAE-GAN3D: Leveraging image-based semantics for 3D zero-shot recognition	6
A multi-scale perceptual polyp segmentation network based on boundary guidance	6
A review on 2D instance segmentation based on deep neural networks	6
Multi-view dynamic facial action unit detection	6
Regularization by denoising diffusion process meets deep relaxation in phase	6
Attention guided multi-level feature aggregation network for camouflaged object detection	6
Loss reweight in scale dimension: A simple while effective feature selection strategy for anchor-free detectors	6
A motion model based on recurrent neural networks for visual object tracking	6
Editorial Board	6
Interactive multi-scale feature representation enhancement for small object detection	6
A Survey on Object Detection for the Internet of Multimedia Things (IoMT) using Deep Learning and Event-based Middleware: Approaches, Challenges, and Future Directions	6
Lightweight multi-scale attention-guided network for real-time semantic segmentation	5
Lightweight boundary refinement module based on point supervision for semantic segmentation	5
You look so different! Haven’t I seen you a long time ago?	5
MINet: Modality interaction network for unified multi-modal tracking	5
Multiscale segmentation net for segregating heterogeneous brain tumors: Gliomas on multimodal MR images	5
Environmentally adaptive fast object detection in UAV images	5
Dual subspace clustering for spectral-spatial hyperspectral image clustering	5
Frequency and content dual stream network for image dehazing	5
Consistent camera-invariant and noise-tolerant learning for unsupervised person re-identification	5
MVPCC-Net: Multi-View Based Point Cloud Completion Network for MLS data	5
A three-dimensional human motion pose recognition algorithm based on graph convolutional networks	5
Certifiable relative pose estimation	5
Alleviating the generalization issue in adversarial domain adaptation networks	5
Occlusion-aware deep convolutional neural network via homogeneous Tanh-transforms for face parsing	5
Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods	5
Generative feature-driven image replay for continual learning	5
Video object segmentation based on dynamic perception update and feature fusion	5
Cross-view action recognition with small-scale datasets	5
Underwater bubble plume image generative model based on noise prior and multi conditional labels	5
Improved real-time three-dimensional stereo matching with local consistency	5
Rich global feature guided network for monocular depth estimation	5
Novel approach for fast structured light framework using deep learning	5
Multiscale parallel deep CNN (mpdCNN) architecture for the real low-resolution face recognition for surveillance	5
RAD-BNN: Regulating activation distribution for accurate binary neural network	5
Federated learning based nonlinear two-stage framework for full-reference image quality assessment: An application for biometric	5
Person re-identification: A taxonomic survey and the path ahead	5
Semantic-aligned reinforced attention model for zero-shot learning	5
AGA-GAN: Attribute Guided Attention Generative Adversarial Network with U-Net for face hallucination	5
SAKD: Sparse attention knowledge distillation	5
SGF3D: Similarity-guided fusion network for 3D object detection	5