Machine Vision and Applications

Article	Citations
End-to-end unsupervised learning of latent-space clustering for image segmentation via fully dense-UNet and fuzzy C-means loss	110
Real estate pricing prediction via textual and visual features	86
ECM: arbitrary style transfer via Enhanced-Channel Module	64
Medtransnet: advanced gating transformer network for medical image classification	59
Multi-shot person re-identification based on appearance and spatial-temporal cues in a large camera network	50
A method for high dynamic range 3D color modeling of objects through a color camera	48
Text-driven object affordance for guiding grasp-type recognition in multimodal robot teaching	32
Development of a robust cascaded architecture for intelligent robot grasping using limited labelled data	30
Class-aware cross-domain target detection based on cityscape in fog	29
Obs-tackle: an obstacle detection system to assist navigation of visually impaired using smartphones	27
Triple attention and global reasoning Siamese networks for visual tracking	25
A hybrid overlapping group sparsity denoising model with fractional-order total variation and non-convex regularizer	25
Adaptive fast scale estimation, with accurate online model update based on kernelized correlation filter	22
Enforced clustering for zero-to-one-shot texture anomaly detection	22
Global-guided cross-reference network for co-salient object detection	21
Motion-region annotation for complex videos via label propagation across occluders	19
A motion direction detecting model for colored images based on the Hassenstein–Reichardt model	19
A stereo vision SLAM with moving vehicles tracking in outdoor environment	19
Innovative surface roughness detection method based on white light interference images	18
CGA-Net: channel-wise gated attention network for improved super-resolution in remote sensing imagery	17
Specular Surface Detection with Deep Static Specular Flow and Highlight	17
A multi-modal framework for continuous and isolated hand gesture recognition utilizing movement epenthesis detection	17
Alternate guidance network for boundary-aware camouflaged object detection	16
Real-World super-resolution under the guidance of optimal transport	14
An unsupervised approach for thermal to visible image translation using autoencoder and generative adversarial network	14

Discriminant distance template matching for image recognition	14
Modeling driving task-relevant attention for intelligent vehicles using triplet ranking	13
Correction: Unsupervised single-shot depth estimation using perceptual reconstruction	13
Ubiquitous vision of transformers for person re-identification	13
Generalized few-shot learning under large scope by using episode-wise regularizing imprinting	12
Axes-aligned non-linear optimized PnP algorithm	12
AFC-Net: adjacent feature complementary for crowded pedestrian detection	12
3D face parsing based on 2D CPFNet: conformal parameterized face parsing network	12
Generation of realistic synthetic cable images to train deep learning segmentation models	12
Kernel based local matching network for video object segmentation	12
Two-stage structural information enhancement for source-free domain adaptation	11
A dual progressive strategy for long-tailed visual recognition	11
Online continual learning with saliency-guided experience replay using tiny episodic memory	11
Improving knowledge distillation via pseudo-multi-teacher network	10
Twinned attention network for occlusion-aware facial expression recognition	10
Generating comprehensive scene graphs with integrated multiple attribute detection	10
Traversing the subspace of adversarial patches	10
LDNet: low-light image enhancement with joint lighting and denoising	10
CAMTrack: a combined appearance-motion method for multiple-object tracking	10
GOA-net: generic occlusion aware networks for visual tracking	10
Images denoising for COVID-19 chest X-ray based on multi-resolution parallel residual CNN	10
Camera-based mapping in search-and-rescue via flying and ground robot teams	10
Chfnet: a coarse-to-fine hierarchical refinement model for monocular depth estimation	10
Cross-validation of a semantic segmentation network for natural history collection specimens	9
Thin section analysis for ceramic petrography using motion analysis and segmentation techniques	9
Explainable interactive projections of images	9
EAF-Net: an enhancement and aggregation–feedback network for RGB-T salient object detection	9
Adversarial imitation learning-based network for category-level 6D object pose estimation	9
X-Align++: cross-modal cross-view alignment for Bird’s-eye-view segmentation	8
OmniGlasses: an optical aid for stereo vision CNNs to enable omnidirectional image processing	8
Correction: Real estate pricing prediction via textual and visual features	8
Fusing bilinear multi-channel gated vector for fine-grained classification	8
MÆIDM: multi-scale anomaly embedding inpainting and discrimination for surface anomaly detection	8
Shape related unknown object one-shot learning grasping	8
Shape description losses for medical image segmentation	8
IoU-aware feature fusion R-CNN for dense object detection	8
Pakistan sign language recognition: leveraging deep learning models with limited dataset	8
Clarity method of fog and dust image in fully mechanized mining face	7
A comprehensive survey on SLAM and machine learning approaches for indoor autonomous navigation of mobile robots	7
Attention-based global context network for driving maneuvers prediction	7
An anisotropic non-local attention network for image segmentation	7
Pattern recognition methodologies for pollen grain image classification: a survey	7
Multi-scale convolution underwater image restoration network	7
Real-time pedestrian pose estimation, tracking and localization for social distancing	7
An adaptive interpolation and 3D reconstruction algorithm for underwater images	7
An efficient ground segmentation approach for LiDAR point cloud utilizing adjacent grids	7
A camera style-invariant learning and channel interaction enhancement fusion network for visible-infrared person re-identification	7
DisRot: boosting the generalization capability of few-shot learning via knowledge distillation and self-supervised learning	7
Automatic cables segmentation from a substation device based on 3D point cloud	7
Sparse representation with enhanced nonlocal self-similarity for image denoising	6

Tensor-guided learning for image denoising using anisotropic PDEs	6
A novel multi-feature fusion deep neural network using HOG and VGG-Face for facial expression classification	6
Enhanced normal estimation of point clouds via fine-grained geometric information learning	6
Identification of facial skin diseases from face phenotypes using FSDNet in uncontrolled environment	6
On the safety of vulnerable road users by cyclist detection and tracking	6
Actions as points: a simple and efficient detector for skeleton-based temporal action detection	6
Environmental factors-aware two-stream GCN for skeleton-based behavior recognition	6
Deep-plane sweep generative adversarial network for consistent multi-view depth estimation	6
Lesion-aware attention with neural support vector machine for retinopathy diagnosis	6
Evolution algorithm of parametric active contour model based on Gaussian smoothing filter	6
Boosting few-shot learning via selective patch embedding by comprehensive sample analysis	6
A robust information hiding algorithm based on lossless encryption and NSCT-HD-SVD	6
A review of adaptable conventional image processing pipelines and deep learning on limited datasets	5
Distortion diminishing with vulnerability filters pruning	5
Kinematic calibration of a hexapod robot based on monocular vision	5
Cascaded attention-guided multi-granularity feature learning for person re-identification	5
Regional filtering distillation for object detection	5
Text-to-face synthesis based on facial landmarks prediction	5
Welding splash and arc noise reduction imaging model based on computationally efficient pairwise response serving welding process library	5
A dual-path U-Net for pulmonary vessel segmentation method based on lightweight 3D attention	5
ConsInstancy: learning instance representations for semi-supervised panoptic segmentation of concrete aggregate particles	5
Tree-managed network ensembles for video prediction	5
Saliency detection based on color descriptor and high-level prior	5
PTDS CenterTrack: pedestrian tracking in dense scenes with re-identification and feature enhancement	5
The effect of camera settings on image noise and accuracy of subpixel image registration	5
Parametric loss-based super-resolution for scene text recognition	5
Semi-supervised metric learning incorporating weighted triplet constraint and Riemannian manifold optimization for classification	5
Guest editorial: special issue on human pose estimation and its applications	5
VGT-MOT: visibility-guided tracking for online multiple-object tracking	5
Robust semantic segmentation method of urban scenes in snowy environment	5
Swin transformer with part-level tokenization for occluded person re-identification	4
Rock segmentation visual system for assisting driving in TBM construction	4
Delaunay walk for fast nearest neighbor: accelerating correspondence matching for ICP	4
Automatic high fidelity foot contact location and timing for elite sprinting	4
Local region-learning modules for point cloud classification	4
CCTV-Calib: a toolbox to calibrate surveillance cameras around the globe	4
Residual feature learning with hierarchical calibration for gaze estimation	4
Naturally constrained reject option classification	4
Human pose estimation based on lightweight basicblock	4
A collaborative SLAM method for dual payload-carrying UAVs in denied environments	4
TFF-temporal fusion framework for advancing video retrieval through long-range dependencies and multi-modal intent	4
Multi-planar geometry and latent image recovery from a single motion-blurred image	4
FLAVR: flow-free architecture for fast video frame interpolation	4
Toward phytoplankton parasite detection using autoencoders	4
Symmetry-induced ambiguity in orientation estimation from RGB images	4
React: recognize every action everywhere all at once	4
YOLOMH: you only look once for multi-task driving perception with high efficiency	4
Personvit: large-scale self-supervised vision transformer for person re-identification	4
Residual shuffle attention network for image super-resolution	4
Computer-aided automatic detection of acrylamide in deep-fried carbohydrate-rich food items using deep learning	4
BiTransformer: augmenting semantic context in video captioning via bidirectional decoder	4
Structure–texture decomposition-based dehazing of a single image with large sky area	4
An image quality assessment method based on edge extraction and singular value for blurriness	4
Unsupervised single-shot depth estimation using perceptual reconstruction	4
Beyond Kalman filters: deep learning-based filters for improved object tracking	4
Enhanced keypoint information and pose-weighted re-ID features for multi-person pose estimation and tracking	3
Gait recognition using free-area transformer networks	3
Online camera auto-calibration appliable to road surveillance	3
A robust vehicle tracking in low-altitude UAV videos	3
Image dataset creation and networks improvement method based on CAD model and edge operator for object detection in the manufacturing industry	3
Spatial-temporal graph-guided global attention network for video-based person re-identification	3
SiamCAR-Kal: anti-occlusion tracking algorithm for infrared ground targets based on SiamCAR and Kalman filter	3
Superpixel-based foreground-preserving image stitching	3
Removing cloud shadows from ground-based solar imagery	3
Ising granularity image analysis on VAE–GAN	3
Wavelet and PCA-based glaucoma classification through novel methodological enhanced retinal images	3
Unsupervised domain adaptation by cross-domain consistency learning for CT body composition	3
Normalized margin loss for action unit detection	3
Entangled appearance and motion structures network for multi-object tracking and segmentation	3
Abnormal event detection by variation matching	3
Bidirectional cascaded multimodal attention for multiple choice visual question answering	3
Hierarchical contrastive adaptation for cross-domain object detection	3
Vision-based power line cables and pylons detection for low flying aircraft	3
Depthwise grouped convolution for object detection	3
Mitigating adversarial perturbations via weakly supervised object location and regions recombination	3
ViCap-AD: video caption-based weakly supervised video anomaly detection	3
The general framework for few-shot learning by kernel HyperNetworks	3
RCA-IUnet: a residual cross-spatial attention-guided inception U-Net model for tumor segmentation in breast ultrasound imaging	3
FESAR: SAR ship detection model based on local spatial relationship capture and fused convolutional enhancement	3
Gabor capsule network with preprocessing blocks for the recognition of complex images	3

Pixel representations, sampling, and label correction for semantic part detection	3
A deep Retinex network for underwater low-light image enhancement	3
Ipdm: identity preserving diffusion model for face sketch and photo synthesis	3
Real-time 3D reconstruction using point-dependent pose graph optimization framework	3
Self-attention network for few-shot learning based on nearest-neighbor algorithm	3
Optimized hand pose estimation CrossInfoNet-based architecture for embedded devices	3
Supervised contrastive learning with multi-scale interaction and integrity learning for salient object detection	3
Multimodal dance style transfer	3
Knowledge-based hybrid connectionist models for morphologic reasoning	3
FERGCN: facial expression recognition based on graph convolution network	3
Ssman: self-supervised masked adaptive network for 3D human pose estimation	3
Continuous sign language recognition based on motor attention mechanism and frame-level self-distillation	2
Exploring filter placement in convolutional layer topologies based on ResNet for image classification	2
Addressing the generalization of 3D registration methods with a featureless baseline and an unbiased benchmark	2
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
Few-shot object detection via data augmentation and distribution calibration	2
Position Puzzle Network and Augmentation: localizing human keypoints beyond the bounding box	2
Utilizing incremental branches on a one-stage object detection framework to avoid catastrophic forgetting	2
Synergizing LiDAR and Augmented Reality for precise real-time interior distance measurements for mobile devices	2
Interpretable visual transmission lines inspections using pseudo-prototypical part network	2
An annotated image database of building facades categorized into land uses for object detection using deep learning	2
Motioninsights: real-time object tracking in streaming video	2
MYFED: a dataset of affective face videos for investigation of emotional facial dynamics as a soft biometric for person identification	2
Pixel-wise confidence estimation for segmentation in Bayesian Convolutional Neural Networks	2
Consensus similarity learning based on tensor nuclear norm	2
Zero-shot action recognition by clustered representation with redundancy-free features	2
Ensemble learning with advanced fast image filtering features for semi-global matching	2
Squeezed fire binary segmentation model using convolutional neural network for outdoor images on embedded device	2
Efficient abnormality detection using patch-based 3D convolution with recurrent model	2
Dynamically throttleable neural networks	2
Discriminative feature learning through feature distance loss	2
Multi-level receptive field feature reuse for multi-focus image fusion	2
Unsupervised learning of probabilistic subspaces for multi-spectral and multi-temporal image-based disaster mapping	2
SGBGAN: minority class image generation for class-imbalanced datasets	2
Learning more discriminative local descriptors with parameter-free weighted attention for few-shot learning	2
Interpretability of fingerprint presentation attack detection systems: a look at the “representativeness” of samples against never-seen-before attacks	2
Generating quality grasp rectangle using Pix2Pix GAN for intelligent robot grasping	2
Foreground enhancement network for object detection in sonar images	2
FDT − Dr2T: a unified Dense Radiology Report Generation Transformer framework for X-ray images	2
Wide-baseline multi-camera calibration from a room filled with people	2
Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation	2
Cmf-transformer: cross-modal fusion transformer for human action recognition	2
SNFR: salient neighbor decoding and text feature refining for scene text recognition	2
Rocnet: 3D robust registration of points clouds using deep learning	2
Human–object interaction detection based on disentangled axial attention transformer	2
Region gradient-guided diffusion model for underwater image enhancement	2
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation	2
MFMANet: a multispectral pedestrian detection network using multi-resolution RGB feature reuse with multi-scale FIR attentions	2
Multi-person 3D pose estimation from unlabelled data	2
Using synthesized facial views for active face recognition	2
Enhanced machine perception by a scalable fusion of RGB–NIR image pairs in diverse exposure environments	2
Trusted 3D self-supervised representation learning with cross-modal settings	2
Multimodal fine-grained grocery product recognition using image and OCR text	2
Accurate IoU computation for rotated bounding boxes in $${\mathbb {R}}^2$$ and $${\mathbb {R}}^3$$	2
Similarity contrastive estimation for image and video soft contrastive self-supervised learning	2
CMNet: a novel model and design rationale based on comparison studies and synergy of CNN and MetaFormer	2
Virtual home staging and relighting from a single panorama under natural illumination	2
Correction to: A compressed matrix sequence method for solving normal equations of bundle adjustment	2
Visible-infrared person re-identification model based on feature consistency and modal indistinguishability	1
Study on defect detection of metal castings based on supervised enhancement and attention distillation	1
Teacher–student training and triplet loss to reduce the effect of drastic face occlusion	1
SiamMMF: multi-modal multi-level fusion object tracking based on Siamese networks	1
A novel method for 3D knee anatomical landmark localization by combining global and local features	1
Single image dehazing based on multi-scale segmentation and deep learning	1
AP-TransNet: a polarized transformer based aerial human action recognition framework	1
Effective triplet mining improves training of multi-scale pooled CNN for image retrieval	1
Estimating human body orientation from image depth data and its implementation	1
IAFPN: interlayer enhancement and multilayer fusion network for object detection	1
Global attention guided multi-scale network for face image super-resolution	1
A transformer-based neural ODE for dense prediction	1
PerSnake: a real-time pedestrian instance segmentation network using contour representation	1
A pothole can be seen with two eyes: an ensemble approach to pothole detection	1
Underwater image object detection based on multi-scale feature fusion	1
RAU-Net: U-Net network based on residual multi-scale fusion and attention skip layer for overall spine segmentation	1
Designing effective power law-based loss function for faster and better bounding box regression	1
Closing the gap in domain adaptation for semantic segmentation: a time-aware method	1
Two-stream lightweight sign language transformer	1
BoostTrack: boosting the similarity measure and detection confidence for improved multiple object tracking	1
Integration of 2D iteration and a 3D CNN-based model for multi-type artifact suppression in C-arm cone-beam CT	1
WideCaps: a wide attention-based capsule network for image classification	1
A concept-aware explainability method for convolutional neural networks	1
LTM: efficient learning with triangular topology constraint for feature matching with heavy outliers	1
Projection model-driven image stitching: a novel warping method using epipolar displacement field	1
Deep learning-based object recognition in multispectral satellite imagery for real-time applications	1
Graph convolutional networks and LSTM for first-person multimodal hand action recognition	1
Editor’s Note: Special Issue from Winter Conference on Applications of Computer Vision - WACV 2023	1
A review of recent techniques for person re-identification	1
Inflated 3D ConvNet context analysis for violence detection	1
Hyperspectral image dynamic range reconstruction using deep neural network-based denoising methods	1
Adversarial learning for unguided single depth map completion of indoor scenes	1
End-to-end optimized image compression with the frequency-oriented transform	1
Keyframe-based RGB-D dense visual SLAM fused semantic cues in dynamic scenes	1
Persistent animal identification leveraging non-visual markers	1
Automated diagnosis of diverse coffee leaf images through a stage-wise aggregated triple deep convolutional neural network	1
A deep learning framework for finding illicit images/videos of children	1