Machine Vision and Applications

Article	Citations
Unsupervised domain adaptation by cross-domain consistency learning for CT body composition	105
A hybrid overlapping group sparsity denoising model with fractional-order total variation and non-convex regularizer	78
Self-supervised representation learning for robust fine-grained human hand action recognition in industrial assembly lines	62
Gabor capsule network with preprocessing blocks for the recognition of complex images	60
Predicting vehicle collisions using data collected from video games	49
A robust information hiding algorithm based on lossless encryption and NSCT-HD-SVD	44
FAE-GAN: facial attribute editing with multi-scale attention normalization	35
Deep-plane sweep generative adversarial network for consistent multi-view depth estimation	30
Image dataset creation and networks improvement method based on CAD model and edge operator for object detection in the manufacturing industry	30
On the safety of vulnerable road users by cyclist detection and tracking	28
Multiple feature-based contrast enhancement of ROI of backlit images	25
GMC_FM : a grid and multi-density-based method for matching ancient Chinese architectural images	24
Adversarial structured prediction for domain-adaptive semantic segmentation	21
Demographic attribute estimation in face videos combining local information and quality assessment	21
Improved two-stage image inpainting with perceptual color loss and modified region normalization	20
Evolution algorithm of parametric active contour model based on Gaussian smoothing filter	19
Graph convolutional networks and LSTM for first-person multimodal hand action recognition	18
A method for high dynamic range 3D color modeling of objects through a color camera	17
Correction to: Self-attention network for few-shot learning based on nearest-neighbor algorithm	17
Deep 6-DoF camera relocalization in variable and dynamic scenes by multitask learning	17
Improved deep depth estimation for environments with sparse visual cues	16
Ising granularity image analysis on VAE–GAN	16
Performance benchmark of deep learning human pose estimation for UAVs	15
Text-driven object affordance for guiding grasp-type recognition in multimodal robot teaching	15
Development of a robust cascaded architecture for intelligent robot grasping using limited labelled data	14

Class-aware cross-domain target detection based on cityscape in fog	13
Unsupervised anomaly detection via knowledge distillation with non-directly-coupled student block fusion	13
Beyond a strong baseline: cross-modality contrastive learning for visible-infrared person re-identification	13
Pixel representations, sampling, and label correction for semantic part detection	12
Recent progress in sign language recognition: a review	12
Obs-tackle: an obstacle detection system to assist navigation of visually impaired using smartphones	11
Enhanced keypoint information and pose-weighted re-ID features for multi-person pose estimation and tracking	11
A visual foreign object detection system for wireless charging of electric vehicles	11
Volumetric medical image segmentation via scribble annotations and shape priors	11
A gradient fusion-based image data augmentation method for reflective workpieces detection under small size datasets	11
Automatic label assignment object detection mehtod on only one feature map	11
Correction: Adversarial defence by learning differentiated feature representation in deep ensemble	11
Multi-shot person re-identification based on appearance and spatial-temporal cues in a large camera network	10
Entangled appearance and motion structures network for multi-object tracking and segmentation	10
An efficient driving behavior prediction approach using physiological auxiliary and adaptive LSTM	10
FERGCN: facial expression recognition based on graph convolution network	10
Cross transformer for LiDAR-based loop closure detection	10
ET-PointPillars: improved PointPillars for 3D object detection based on optimized voxel downsampling	10
Real estate pricing prediction via textual and visual features	10
Assessing 3D volumetric asymmetry in facial palsy patients via advanced multi-view landmarks and radial curves	10
Triple attention and global reasoning Siamese networks for visual tracking	9
Ssman: self-supervised masked adaptive network for 3D human pose estimation	9
Paired-D++ GAN for image manipulation with text	9
Tensor-guided learning for image denoising using anisotropic PDEs	9
ECM: arbitrary style transfer via Enhanced-Channel Module	8
A pixel and channel enhanced up-sampling module for biomedical image segmentation	8
Cascading spatio-temporal attention network for real-time action detection	8
A multilayer human motion prediction perceptron by aggregating repetitive motion	8
Study on defect detection of metal castings based on supervised enhancement and attention distillation	8
Medtransnet: advanced gating transformer network for medical image classification	8
FESAR: SAR ship detection model based on local spatial relationship capture and fused convolutional enhancement	8
Feature distribution statistics as a loss objective for robust white balance correction	7
End-to-end unsupervised learning of latent-space clustering for image segmentation via fully dense-UNet and fuzzy C-means loss	7
Occlusion recovery face recognition based on information reconstruction	7
Bidirectional cascaded multimodal attention for multiple choice visual question answering	7
Sparse representation with enhanced nonlocal self-similarity for image denoising	7
Correction: BoostTrack: boosting the similarity measure and detection confidence for improved multiple object tracking	7
Normalized margin loss for action unit detection	7
Ipdm: identity preserving diffusion model for face sketch and photo synthesis	7
Thermal infrared action recognition with two-stream shift Graph Convolutional Network	7
A novel method for 3D knee anatomical landmark localization by combining global and local features	7
Online camera auto-calibration appliable to road surveillance	7
Identification of facial skin diseases from face phenotypes using FSDNet in uncontrolled environment	7
Attention-enhanced feature mapping network for visible-infrared person re-identification	7
Transformer with multi-level grid features and depth pooling for image captioning	7
Randomized nonlinear two-dimensional principal component analysis network for object recognition	7
Intercity rail platform abnormal action recognition based on a skeleton tracking and recognition framework	6
IC solder joint inspection via generator-adversarial-network based template	6
Teacher–student training and triplet loss to reduce the effect of drastic face occlusion	6
Visible-infrared person re-identification model based on feature consistency and modal indistinguishability	6

AP-TransNet: a polarized transformer based aerial human action recognition framework	6
Transgaze: exploring plain vision transformers for gaze estimation	6
Segmentation of photovoltaic module cells in uncalibrated electroluminescence images	6
Multi-scale information fusion generative adversarial network for real-world noisy image denoising	6
Fourier feature network for 3D vessel reconstruction from biplane angiograms	6
Exploring filter placement in convolutional layer topologies based on ResNet for image classification	6
Deep traffic sign detection and recognition without target domain real images	6
Deep learning-based object recognition in multispectral satellite imagery for real-time applications	6
RCA-IUnet: a residual cross-spatial attention-guided inception U-Net model for tumor segmentation in breast ultrasound imaging	6
An insect vision-inspired neuromorphic vision systems in low-light obstacle avoidance for intelligent vehicles	6
Lesion-aware attention with neural support vector machine for retinopathy diagnosis	6
STARNet: spatio-temporal aware recurrent network for efficient video object detection on embedded devices	5
Editor’s Note: Special Issue from Winter Conference on Applications of Computer Vision - WACV 2023	5
A motion direction detecting model for colored images based on the Hassenstein–Reichardt model	5
UP-Net: unique keyPoint description and detection net	5
Knowledge-based hybrid connectionist models for morphologic reasoning	5
Actions as points: a simple and efficient detector for skeleton-based temporal action detection	5
FDT − Dr2T: a unified Dense Radiology Report Generation Transformer framework for X-ray images	5
Cross-layer attentive feature upsampling for low-latency semantic segmentation	5
A review of recent techniques for person re-identification	5
A novel multi-feature fusion deep neural network using HOG and VGG-Face for facial expression classification	5
Enforced clustering for zero-to-one-shot texture anomaly detection	5
Continual learning approaches to hand–eye calibration in robots	5
Innovative surface roughness detection method based on white light interference images	5
An ensemble approach for accelerated and noise-resilient parallel MRI reconstruction utilizing CycleGANs	5
A stereo vision SLAM with moving vehicles tracking in outdoor environment	5
Efficient abnormality detection using patch-based 3D convolution with recurrent model	5
Plug-and-Play video reconstruction using sparse 3D transform-domain block matching	4
Multiplicative noise removal and blind inpainting of ultrasound images based on a new variational framework	4
Adaptive fast scale estimation, with accurate online model update based on kernelized correlation filter	4
MLMT-CNN for object detection and segmentation in multi-layer and multi-spectral images	4
Global-guided cross-reference network for co-salient object detection	4
Kinematic calibration of a hexapod robot based on monocular vision	4
AccNet: occluded scene text enhancing network with accretion blocks	4
Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation	4
Viewpoint placement for inspection planning	4
A lightweight convolutional neural network for pose estimation of a planar model	4
Correction to: A compressed matrix sequence method for solving normal equations of bundle adjustment	4
Enhanced machine perception by a scalable fusion of RGB–NIR image pairs in diverse exposure environments	4
A deep learning framework for finding illicit images/videos of children	4
Parametric regularization loss in super-resolution reconstruction	4
Consensus similarity learning based on tensor nuclear norm	4
Single image dehazing based on multi-scale segmentation and deep learning	4
Partitioned iterated function systems by regression models for head pose estimation	4
LPI: learn postures for interactions	4
Ensemble learning with advanced fast image filtering features for semi-global matching	4
Designing effective power law-based loss function for faster and better bounding box regression	4
Inflated 3D ConvNet context analysis for violence detection	4
RAU-Net: U-Net network based on residual multi-scale fusion and attention skip layer for overall spine segmentation	4
RGBD mapping solution for low-cost robot	4
Two-stream lightweight sign language transformer	4
Semi-supervised metric learning incorporating weighted triplet constraint and Riemannian manifold optimization for classification	3
End-to-end optimized image compression with the frequency-oriented transform	3
ConsInstancy: learning instance representations for semi-supervised panoptic segmentation of concrete aggregate particles	3
CMNet: a novel model and design rationale based on comparison studies and synergy of CNN and MetaFormer	3
A transformer-based neural ODE for dense prediction	3
Automatic apraxia detection using deep convolutional neural networks and similarity methods	3
Utilizing incremental branches on a one-stage object detection framework to avoid catastrophic forgetting	3
Poly-cam: high resolution class activation map for convolutional neural networks	3
Underwater image object detection based on multi-scale feature fusion	3
Boosting few-shot learning via selective patch embedding by comprehensive sample analysis	3
Environmental factors-aware two-stream GCN for skeleton-based behavior recognition	3
Closing the gap in domain adaptation for semantic segmentation: a time-aware method	3
Dual contrast discriminator with sharing attention for video anomaly detection	3
Hyperspectral image dynamic range reconstruction using deep neural network-based denoising methods	3
A fast anchor-based graph-regularized low-rank representation approach for large-scale subspace clustering	3
Temporal superimposed crossover module for effective continuous sign language	3
Boosting facial recognition capability for faces wearing masks using attention augmented residual model with quadruplet loss	3
PerSnake: a real-time pedestrian instance segmentation network using contour representation	3
Generating quality grasp rectangle using Pix2Pix GAN for intelligent robot grasping	3
Motion-region annotation for complex videos via label propagation across occluders	3
Distortion diminishing with vulnerability filters pruning	3
BoostTrack: boosting the similarity measure and detection confidence for improved multiple object tracking	3
A lightweight real-time detection method of small objects for home service robots	3
Enhanced normal estimation of point clouds via fine-grained geometric information learning	3
MYFED: a dataset of affective face videos for investigation of emotional facial dynamics as a soft biometric for person identification	3
SGBGAN: minority class image generation for class-imbalanced datasets	3
Addressing the generalization of 3D registration methods with a featureless baseline and an unbiased benchmark	3
Simple and effective complementary label learning based on mean square error loss	3
Neuro-augmented vision for evolutionary robotics	3

Parametric loss-based super-resolution for scene text recognition	3
Welding splash and arc noise reduction imaging model based on computationally efficient pairwise response serving welding process library	3
A dual-path U-Net for pulmonary vessel segmentation method based on lightweight 3D attention	3
Multi-person 3D pose estimation from unlabelled data	3
Feature refinement with multi-level context for object detection	3
SNFR: salient neighbor decoding and text feature refining for scene text recognition	3
Joint patch clustering-based adaptive dictionary and sparse representation for multi-modality image fusion	3
Material classification of polishing and convex surface objects based on photon accumulation point spread function (PAPSF) from imaging model of binocular pulsed time-of-flight camera	2
Similarity contrastive estimation for image and video soft contrastive self-supervised learning	2
Multimodal fine-grained grocery product recognition using image and OCR text	2
Automated building and evaluation of 2D as-built floor plans	2
MDUNet: deep-prior unrolling network with multi-parameter data integration for low-dose computed tomography reconstruction	2
AFMCT: adaptive fusion module based on cross-modal transformer block for 3D object detection	2
CGA-Net: channel-wise gated attention network for improved super-resolution in remote sensing imagery	2
Residual shuffle attention network for image super-resolution	2
SiamMMF: multi-modal multi-level fusion object tracking based on Siamese networks	2
Rocnet: 3D robust registration of points clouds using deep learning	2
Guest editorial: special issue on human pose estimation and its applications	2
Saliency prediction based on multi-channel models of visual processing	2
Pixel-wise confidence estimation for segmentation in Bayesian Convolutional Neural Networks	2
Ubiquitous vision of transformers for person re-identification	2
Correction: Unsupervised single-shot depth estimation using perceptual reconstruction	2
Human–object interaction detection based on disentangled axial attention transformer	2
A multi-modal framework for continuous and isolated hand gesture recognition utilizing movement epenthesis detection	2
Squeezed fire binary segmentation model using convolutional neural network for outdoor images on embedded device	2
WideCaps: a wide attention-based capsule network for image classification	2
Modeling driving task-relevant attention for intelligent vehicles using triplet ranking	2
Interpretable visual transmission lines inspections using pseudo-prototypical part network	2
MFEMANet: an effective disaster image classification approach for practical risk assessment	2
Motioninsights: real-time object tracking in streaming video	2
AFC-Net: adjacent feature complementary for crowded pedestrian detection	2
Tree-managed network ensembles for video prediction	2
Multi-atlas subcortical segmentation: an orchestration of 3D fully convolutional network and generalized mixture function	2
Cancelable face recognition using phase retrieval and complex principal component analysis network	2
Wide-baseline multi-camera calibration from a room filled with people	2
Generalized few-shot learning under large scope by using episode-wise regularizing imprinting	2
Alternate guidance network for boundary-aware camouflaged object detection	2
Deep multimodal-based finger spelling recognition for Thai sign language: a new benchmark and model composition	2
A review of adaptable conventional image processing pipelines and deep learning on limited datasets	2
A novel ship classification network with cascade deep features for line-of-sight sea data	2
Saliency detection based on color descriptor and high-level prior	2
Zero-shot action recognition by clustered representation with redundancy-free features	2
Towards scanning electron microscopy image denoising: a state-of-the-art overview, benchmark, taxonomies, and future direction	2
VGT-MOT: visibility-guided tracking for online multiple-object tracking	2
The improvement of ground truth annotation in public datasets for human detection	2
When dual contrastive learning meets disentangled features for unpaired image deraining	2
Discriminative feature learning through feature distance loss	2
Foreground enhancement network for object detection in sonar images	2
Regional filtering distillation for object detection	2
Swin transformer with part-level tokenization for occluded person re-identification	1
Interpretability of fingerprint presentation attack detection systems: a look at the “representativeness” of samples against never-seen-before attacks	1
Deep learning for unambiguous pose estimation of a non-cooperative fixed-wing UAV	1
S-pad: self-learning padding mechanism	1
Temporal teacher with masked transformers for semi-supervised action proposal generation	1
Few-shot object detection via data augmentation and distribution calibration	1
The overlapping effect and fusion protocols of data augmentation techniques in iris PAD	1
A semi-supervised learning method for surface defect classification of magnetic tiles	1
IAFPN: interlayer enhancement and multilayer fusion network for object detection	1
Learning more discriminative local descriptors with parameter-free weighted attention for few-shot learning	1
Axes-aligned non-linear optimized PnP algorithm	1
YOLOMH: you only look once for multi-task driving perception with high efficiency	1
Accurate IoU computation for rotated bounding boxes in $${\mathbb {R}}^2$$ and $${\mathbb {R}}^3$$	1
Keyframe-based RGB-D dense visual SLAM fused semantic cues in dynamic scenes	1
Text-to-face synthesis based on facial landmarks prediction	1
Lunar ground segmentation using a modified U-net neural network	1
Graph-based relational reasoning network for video question answering	1
An empirical study of different machine learning techniques for brain tumor classification and subsequent segmentation using hybrid texture feature	1
Synergizing LiDAR and Augmented Reality for precise real-time interior distance measurements for mobile devices	1
Global attention guided multi-scale network for face image super-resolution	1
LTM: efficient learning with triangular topology constraint for feature matching with heavy outliers	1
Multi-view spectral clustering based on constrained Laplacian rank	1
Cultural behaviors analysis in video sequences	1
Convolutional neural network-based cross-corpus speech emotion recognition with data augmentation and features fusion	1
Local region-learning modules for point cloud classification	1
3D multi-object tracking based on parallel multimodal data association	1
A stacked dense denoising–segmentation network for undersampled tomograms and knowledge transfer using synthetic tomograms	1
Dynamic scene blind image deblurring based on local and non-local features	1
Automatic high fidelity foot contact location and timing for elite sprinting	1
Kernel based local matching network for video object segmentation	1
Twinned attention network for occlusion-aware facial expression recognition	1
Micro-concrete crack detection of underwater structures based on convolutional neural network	1
Automatic exposure strategy network for robust visual odometry in environments with high dynamic range	1
Variable exponent diffusion for image detexturing	1
Position Puzzle Network and Augmentation: localizing human keypoints beyond the bounding box	1
Learning to explore by reinforcement over high-level options	1
Semantic convolutional features for face detection	1
Multi-level receptive field feature reuse for multi-focus image fusion	1
Research on 3D model reconstruction based on a sequence of cross-sectional images	1
React: recognize every action everywhere all at once	1
Future-proofing class-incremental learning	1
Images denoising for COVID-19 chest X-ray based on multi-resolution parallel residual CNN	1
The effect of camera settings on image noise and accuracy of subpixel image registration	1
Two-stage structural information enhancement for source-free domain adaptation	1
An unsupervised approach for thermal to visible image translation using autoencoder and generative adversarial network	1
Trusted 3D self-supervised representation learning with cross-modal settings	1