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	121
Real estate pricing prediction via textual and visual features	90
ECM: arbitrary style transfer via Enhanced-Channel Module	60
A method for high dynamic range 3D color modeling of objects through a color camera	55
Text-driven object affordance for guiding grasp-type recognition in multimodal robot teaching	49
Development of a robust cascaded architecture for intelligent robot grasping using limited labelled data	33
Class-aware cross-domain target detection based on cityscape in fog	30
Medtransnet: advanced gating transformer network for medical image classification	29
Triple attention and global reasoning Siamese networks for visual tracking	29
Obs-tackle: an obstacle detection system to assist navigation of visually impaired using smartphones	26
A hybrid overlapping group sparsity denoising model with fractional-order total variation and non-convex regularizer	25
Global-guided cross-reference network for co-salient object detection	24
Motion-region annotation for complex videos via label propagation across occluders	23
Enforced clustering for zero-to-one-shot texture anomaly detection	21
Using breast density for hybrid region and pixel-level loss function	21
A stereo vision SLAM with moving vehicles tracking in outdoor environment	20
A motion direction detecting model for colored images based on the Hassenstein–Reichardt model	20
Innovative surface roughness detection method based on white light interference images	18
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
An unsupervised approach for thermal to visible image translation using autoencoder and generative adversarial network	16
Ubiquitous vision of transformers for person re-identification	16
AFC-Net: adjacent feature complementary for crowded pedestrian detection	14
Real-World super-resolution under the guidance of optimal transport	14
Generation of realistic synthetic cable images to train deep learning segmentation models	14

Correction: Unsupervised single-shot depth estimation using perceptual reconstruction	14
Generalized few-shot learning under large scope by using episode-wise regularizing imprinting	14
Modeling driving task-relevant attention for intelligent vehicles using triplet ranking	14
Discriminant distance template matching for image recognition	13
Axes-aligned non-linear optimized PnP algorithm	13
CGA-Net: channel-wise gated attention network for improved super-resolution in remote sensing imagery	13
Kernel based local matching network for video object segmentation	12
Alternate guidance network for boundary-aware camouflaged object detection	12
3D face parsing based on 2D CPFNet: conformal parameterized face parsing network	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
Camera-based mapping in search-and-rescue via flying and ground robot teams	10
Twinned attention network for occlusion-aware facial expression recognition	10
LDNet: low-light image enhancement with joint lighting and denoising	10
Generating comprehensive scene graphs with integrated multiple attribute detection	10
Traversing the subspace of adversarial patches	10
Images denoising for COVID-19 chest X-ray based on multi-resolution parallel residual CNN	10
CAMTrack: a combined appearance-motion method for multiple-object tracking	10
Improving knowledge distillation via pseudo-multi-teacher network	10
X-Align++: cross-modal cross-view alignment for Bird’s-eye-view segmentation	9
Thin section analysis for ceramic petrography using motion analysis and segmentation techniques	9
Explainable interactive projections of images	9
GOA-net: generic occlusion aware networks for visual tracking	9
Shape description losses for medical image segmentation	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
Fusing bilinear multi-channel gated vector for fine-grained classification	9
Cross-validation of a semantic segmentation network for natural history collection specimens	9
Chfnet: a coarse-to-fine hierarchical refinement model for monocular depth estimation	9
Correction: Real estate pricing prediction via textual and visual features	8
Multi-scale convolution underwater image restoration network	8
An anisotropic non-local attention network for image segmentation	8
IoU-aware feature fusion R-CNN for dense object detection	8
Shape related unknown object one-shot learning grasping	8
A camera style-invariant learning and channel interaction enhancement fusion network for visible-infrared person re-identification	8
A comprehensive survey on SLAM and machine learning approaches for indoor autonomous navigation of mobile robots	8
OmniGlasses: an optical aid for stereo vision CNNs to enable omnidirectional image processing	8
Pakistan sign language recognition: leveraging deep learning models with limited dataset	8
MÆIDM: multi-scale anomaly embedding inpainting and discrimination for surface anomaly detection	8
DisRot: boosting the generalization capability of few-shot learning via knowledge distillation and self-supervised learning	8
Attention-based global context network for driving maneuvers prediction	7
On the safety of vulnerable road users by cyclist detection and tracking	7
Pattern recognition methodologies for pollen grain image classification: a survey	7
Automatic cables segmentation from a substation device based on 3D point cloud	7
Real-time pedestrian pose estimation, tracking and localization for social distancing	7
Sparse representation with enhanced nonlocal self-similarity for image denoising	7
Deep-plane sweep generative adversarial network for consistent multi-view depth estimation	7
An efficient ground segmentation approach for LiDAR point cloud utilizing adjacent grids	7
An adaptive interpolation and 3D reconstruction algorithm for underwater images	7

Identification of facial skin diseases from face phenotypes using FSDNet in uncontrolled environment	7
Evolution algorithm of parametric active contour model based on Gaussian smoothing filter	7
Clarity method of fog and dust image in fully mechanized mining face	7
YG-SLAM: dynamic environment-based geometric constraint point-line fusion visual SLAM system	7
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
Distortion diminishing with vulnerability filters pruning	6
Meta-learning enhanced global–local feature fusion for image quality assessment	6
Boosting few-shot learning via selective patch embedding by comprehensive sample analysis	6
Welding splash and arc noise reduction imaging model based on computationally efficient pairwise response serving welding process library	6
A robust information hiding algorithm based on lossless encryption and NSCT-HD-SVD	6
Enhanced normal estimation of point clouds via fine-grained geometric information learning	6
Tensor-guided learning for image denoising using anisotropic PDEs	6
Lesion-aware attention with neural support vector machine for retinopathy diagnosis	6
Parametric loss-based super-resolution for scene text recognition	6
Mobgazenet: robust gaze estimation mobile network based on progressive attention mechanisms	6
Semi-supervised metric learning incorporating weighted triplet constraint and Riemannian manifold optimization for classification	5
ConsInstancy: learning instance representations for semi-supervised panoptic segmentation of concrete aggregate particles	5
Tree-managed network ensembles for video prediction	5
A dual-path U-Net for pulmonary vessel segmentation method based on lightweight 3D attention	5
The effect of camera settings on image noise and accuracy of subpixel image registration	5
Automatic high fidelity foot contact location and timing for elite sprinting	5
PTDS CenterTrack: pedestrian tracking in dense scenes with re-identification and feature enhancement	5
A novel multi-feature fusion deep neural network using HOG and VGG-Face for facial expression classification	5
A review of adaptable conventional image processing pipelines and deep learning on limited datasets	5
Saliency detection based on color descriptor and high-level prior	5
Robust semantic segmentation method of urban scenes in snowy environment	5
Multi-planar geometry and latent image recovery from a single motion-blurred image	5
Cascaded attention-guided multi-granularity feature learning for person re-identification	5
VGT-MOT: visibility-guided tracking for online multiple-object tracking	5
Kinematic calibration of a hexapod robot based on monocular vision	5
Guest editorial: special issue on human pose estimation and its applications	5
Regional filtering distillation for object detection	5
Text-to-face synthesis based on facial landmarks prediction	5
TFF-temporal fusion framework for advancing video retrieval through long-range dependencies and multi-modal intent	5
Delaunay walk for fast nearest neighbor: accelerating correspondence matching for ICP	5
Structure–texture decomposition-based dehazing of a single image with large sky area	4
Residual shuffle attention network for image super-resolution	4
FLAVR: flow-free architecture for fast video frame interpolation	4
A collaborative SLAM method for dual payload-carrying UAVs in denied environments	4
React: recognize every action everywhere all at once	4
CCTV-Calib: a toolbox to calibrate surveillance cameras around the globe	4
Optimized hand pose estimation CrossInfoNet-based architecture for embedded devices	4
Removing cloud shadows from ground-based solar imagery	4
Mitigating adversarial perturbations via weakly supervised object location and regions recombination	4
BiTransformer: augmenting semantic context in video captioning via bidirectional decoder	4
Beyond Kalman filters: deep learning-based filters for improved object tracking	4
Toward phytoplankton parasite detection using autoencoders	4
YOLOMH: you only look once for multi-task driving perception with high efficiency	4
Residual feature learning with hierarchical calibration for gaze estimation	4
Depthwise grouped convolution for object detection	4
Superpixel-based foreground-preserving image stitching	4
Symmetry-induced ambiguity in orientation estimation from RGB images	4
Swin transformer with part-level tokenization for occluded person re-identification	4
Naturally constrained reject option classification	4
Personvit: large-scale self-supervised vision transformer for person re-identification	4
Local region-learning modules for point cloud classification	4
Human pose estimation based on lightweight basicblock	4
Self-attention network for few-shot learning based on nearest-neighbor algorithm	4
Unsupervised single-shot depth estimation using perceptual reconstruction	4
RCA-IUnet: a residual cross-spatial attention-guided inception U-Net model for tumor segmentation in breast ultrasound imaging	3
Ssman: self-supervised masked adaptive network for 3D human pose estimation	3
Image dataset creation and networks improvement method based on CAD model and edge operator for object detection in the manufacturing industry	3
ViCap-AD: video caption-based weakly supervised video anomaly detection	3
FERGCN: facial expression recognition based on graph convolution network	3
Ipdm: identity preserving diffusion model for face sketch and photo synthesis	3
Hierarchical contrastive adaptation for cross-domain object detection	3
Real-time 3D reconstruction using point-dependent pose graph optimization framework	3
An image quality assessment method based on edge extraction and singular value for blurriness	3
Online camera auto-calibration appliable to road surveillance	3
Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation	3
FDT − Dr2T: a unified Dense Radiology Report Generation Transformer framework for X-ray images	3
Gabor capsule network with preprocessing blocks for the recognition of complex images	3
Unsupervised domain adaptation by cross-domain consistency learning for CT body composition	3
Enhanced keypoint information and pose-weighted re-ID features for multi-person pose estimation and tracking	3
Multimodal dance style transfer	3
A deep Retinex network for underwater low-light image enhancement	3
Gait recognition using free-area transformer networks	3
Vision-based power line cables and pylons detection for low flying aircraft	3
Bidirectional cascaded multimodal attention for multiple choice visual question answering	3

FESAR: SAR ship detection model based on local spatial relationship capture and fused convolutional enhancement	3
Ising granularity image analysis on VAE–GAN	3
Knowledge-based hybrid connectionist models for morphologic reasoning	3
Correction to: A compressed matrix sequence method for solving normal equations of bundle adjustment	3
Normalized margin loss for action unit detection	3
The general framework for few-shot learning by kernel HyperNetworks	3
Entangled appearance and motion structures network for multi-object tracking and segmentation	3
Wavelet and PCA-based glaucoma classification through novel methodological enhanced retinal images	3
Supervised contrastive learning with multi-scale interaction and integrity learning for salient object detection	3
A robust vehicle tracking in low-altitude UAV videos	3
SiamCAR-Kal: anti-occlusion tracking algorithm for infrared ground targets based on SiamCAR and Kalman filter	3
Spatial-temporal graph-guided global attention network for video-based person re-identification	3
Pixel representations, sampling, and label correction for semantic part detection	3
SNFR: salient neighbor decoding and text feature refining for scene text recognition	3
Few-shot object detection via data augmentation and distribution calibration	2
Dynamically throttleable neural networks	2
FPANet: Feature-enhanced position attention network for semantic segmentation	2
Trusted 3D self-supervised representation learning with cross-modal settings	2
Pixel-wise confidence estimation for segmentation in Bayesian Convolutional Neural Networks	2
Foreground enhancement network for object detection in sonar images	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
Using synthesized facial views for active face recognition	2
Exploring filter placement in convolutional layer topologies based on ResNet for image classification	2
Generating quality grasp rectangle using Pix2Pix GAN for intelligent robot grasping	2
Addressing the generalization of 3D registration methods with a featureless baseline and an unbiased benchmark	2
Continuous sign language recognition based on motor attention mechanism and frame-level self-distillation	2
Zero-shot action recognition by clustered representation with redundancy-free features	2
Self-supervised monocular depth estimation via joint attention and intelligent mask loss	2
Synergetic proto-pull and reciprocal points for open set recognition	2
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation	2
Multimodal fine-grained grocery product recognition using image and OCR text	2
An annotated image database of building facades categorized into land uses for object detection using deep learning	2
Synergizing LiDAR and Augmented Reality for precise real-time interior distance measurements for mobile devices	2
Discriminative feature learning through feature distance loss	2
Similarity contrastive estimation for image and video soft contrastive self-supervised learning	2
Virtual home staging and relighting from a single panorama under natural illumination	2
Position Puzzle Network and Augmentation: localizing human keypoints beyond the bounding box	2
Region gradient-guided diffusion model for underwater image enhancement	2
Interpretability of fingerprint presentation attack detection systems: a look at the “representativeness” of samples against never-seen-before attacks	2
Efficient abnormality detection using patch-based 3D convolution with recurrent model	2
Utilizing incremental branches on a one-stage object detection framework to avoid catastrophic forgetting	2
CMNet: a novel model and design rationale based on comparison studies and synergy of CNN and MetaFormer	2
Interpretable visual transmission lines inspections using pseudo-prototypical part network	2
Accurate IoU computation for rotated bounding boxes in $${\mathbb {R}}^2$$ and $${\mathbb {R}}^3$$	2
Multi-core token mixer: a novel approach for underwater image enhancement	2
Improving visual odometry pipeline with feedback from forward and backward motion estimates	2
3D multi-object tracking based on parallel multimodal data association	2
Human–object interaction detection based on disentangled axial attention transformer	2
Multi-level receptive field feature reuse for multi-focus image fusion	2
Learning more discriminative local descriptors with parameter-free weighted attention for few-shot learning	2
Wide-baseline multi-camera calibration from a room filled with people	2
MFMANet: a multispectral pedestrian detection network using multi-resolution RGB feature reuse with multi-scale FIR attentions	2
Motioninsights: real-time object tracking in streaming video	2
Unsupervised learning of probabilistic subspaces for multi-spectral and multi-temporal image-based disaster mapping	2
MYFED: a dataset of affective face videos for investigation of emotional facial dynamics as a soft biometric for person identification	2
SGBGAN: minority class image generation for class-imbalanced datasets	2
Multi-person 3D pose estimation from unlabelled data	2
Consensus similarity learning based on tensor nuclear norm	2
Rocnet: 3D robust registration of points clouds using deep learning	2
Squeezed fire binary segmentation model using convolutional neural network for outdoor images on embedded device	2
Group attention retention network for co-salient object detection	2
Active perception based on deep reinforcement learning for autonomous robotic damage inspection	2
Cmf-transformer: cross-modal fusion transformer for human action recognition	2
Adversarial learning for unguided single depth map completion of indoor scenes	1
LTM: efficient learning with triangular topology constraint for feature matching with heavy outliers	1
Convolutional neural network-based cross-corpus speech emotion recognition with data augmentation and features fusion	1
A concept-aware explainability method for convolutional neural networks	1
End-to-end optimized image compression with the frequency-oriented transform	1
Editor’s Note: Special Issue from Winter Conference on Applications of Computer Vision - WACV 2023	1
A deep learning framework for finding illicit images/videos of children	1
Single image dehazing based on multi-scale segmentation and deep learning	1
Speech-aided facial video super resolution with accurate lip motion and enhanced frequency details	1
Closing the gap in domain adaptation for semantic segmentation: a time-aware method	1
Projection model-driven image stitching: a novel warping method using epipolar displacement field	1
IAFPN: interlayer enhancement and multilayer fusion network for object detection	1
Semantic convolutional features for face detection	1
A semi-supervised learning method for surface defect classification of magnetic tiles	1
BoostTrack: boosting the similarity measure and detection confidence for improved multiple object tracking	1
RAU-Net: U-Net network based on residual multi-scale fusion and attention skip layer for overall spine segmentation	1
A review of recent techniques for person re-identification	1
PerSnake: a real-time pedestrian instance segmentation network using contour representation	1
Hyperspectral image dynamic range reconstruction using deep neural network-based denoising methods	1
SiamMMF: multi-modal multi-level fusion object tracking based on Siamese networks	1
AP-TransNet: a polarized transformer based aerial human action recognition framework	1
Keyframe-based RGB-D dense visual SLAM fused semantic cues in dynamic scenes	1
Persistent animal identification leveraging non-visual markers	1
Lunar ground segmentation using a modified U-net neural network	1
A computer vision system for recognition and defect detection for reusable containers	1
Global attention guided multi-scale network for face image super-resolution	1
Underwater image object detection based on multi-scale feature fusion	1
Two-stream lightweight sign language transformer	1
A transformer-based neural ODE for dense prediction	1
Simultaneous tracking of objects with loose context constraints from multiple views: human–human interaction paradigm	1
Inflated 3D ConvNet context analysis for violence detection	1
WideCaps: a wide attention-based capsule network for image classification	1