Machine Vision and Applications

Article	Citations
A method for high dynamic range 3D color modeling of objects through a color camera	68
Class-aware cross-domain target detection based on cityscape in fog	57
Real estate pricing prediction via textual and visual features	45
ECM: arbitrary style transfer via Enhanced-Channel Module	40
Non-contact SpO2 monitoring via multi-channel pulse signals from facial videos using machine learning	37
Medtransnet: advanced gating transformer network for medical image classification	37
End-to-end unsupervised learning of latent-space clustering for image segmentation via fully dense-UNet and fuzzy C-means loss	36
DMU-Net: a dual stream multi-scale U-Net for image splicing forgery localization	33
StyleDemorpher: high-quality face demorphing via StyleGAN2’s latent space	32
Triple attention and global reasoning Siamese networks for visual tracking	29
A hybrid overlapping group sparsity denoising model with fractional-order total variation and non-convex regularizer	28
Text-driven object affordance for guiding grasp-type recognition in multimodal robot teaching	19
Development of a robust cascaded architecture for intelligent robot grasping using limited labelled data	19
Obs-tackle: an obstacle detection system to assist navigation of visually impaired using smartphones	19
Global-guided cross-reference network for co-salient object detection	18
A motion direction detecting model for colored images based on the Hassenstein–Reichardt model	18
Using breast density for hybrid region and pixel-level loss function	18
Motion-region annotation for complex videos via label propagation across occluders	17
A stereo vision SLAM with moving vehicles tracking in outdoor environment	16
MSPKD: multi spatial projectors for knowledge distillation in semantic segmentation	16
Editing implicit and explicit representations of radiance fields: a survey	16
Enforced clustering for zero-to-one-shot texture anomaly detection	16
LOID: Lane Occlusion Inpainting and Detection for Enhanced Autonomous Driving Systems	15
Ubiquitous vision of transformers for person re-identification	14
Innovative surface roughness detection method based on white light interference images	14

Specular Surface Detection with Deep Static Specular Flow and Highlight	14
L-VAE: variational auto-encoder with learnable beta for disentangled representation	14
Modeling driving task-relevant attention for intelligent vehicles using triplet ranking	13
Alternate guidance network for boundary-aware camouflaged object detection	13
Generalized few-shot learning under large scope by using episode-wise regularizing imprinting	12
Discriminant distance template matching for image recognition	12
Correction: Unsupervised single-shot depth estimation using perceptual reconstruction	12
Axes-aligned non-linear optimized PnP algorithm	12
Kernel based local matching network for video object segmentation	11
Generation of realistic synthetic cable images to train deep learning segmentation models	11
Novel Cauchy mixture modeling combined with the Sparse-RCNN architecture for enhanced multi-person pose estimation	11
CGA-Net: channel-wise gated attention network for improved super-resolution in remote sensing imagery	11
AFC-Net: adjacent feature complementary for crowded pedestrian detection	11
RPIM-net: residual channel prior-driven interaction multi-scale network for stereo image deraining	11
Real-World super-resolution under the guidance of optimal transport	11
A multi-modal framework for continuous and isolated hand gesture recognition utilizing movement epenthesis detection	11
Two-stage structural information enhancement for source-free domain adaptation	10
Enhanced hyperspectral image reconstruction via parallel 2D/3D convolution with global layer purification and multiscale pooling fusion	10
A dual progressive strategy for long-tailed visual recognition	10
Traversing the subspace of adversarial patches	10
LDNet: low-light image enhancement with joint lighting and denoising	10
3D face parsing based on 2D CPFNet: conformal parameterized face parsing network	10
Improving knowledge distillation via pseudo-multi-teacher network	9
CAMTrack: a combined appearance-motion method for multiple-object tracking	9
Twinned attention network for occlusion-aware facial expression recognition	9
Benchmarking large and small MLLMs	9
Online continual learning with saliency-guided experience replay using tiny episodic memory	9
SGL-SLAM: a semantic and geometric RGB-D visual SLAM enhanced with line features for dynamic environments	9
Redundancy-free label space and dual-feature collaboration for multi-label feature selection	9
Camera-based mapping in search-and-rescue via flying and ground robot teams	9
Shape related unknown object one-shot learning grasping	8
Correction: Real estate pricing prediction via textual and visual features	8
GOA-net: generic occlusion aware networks for visual tracking	8
IoU-aware feature fusion R-CNN for dense object detection	8
X-Align++: cross-modal cross-view alignment for Bird’s-eye-view segmentation	8
Audio-visual localization based on spatial relative sound order	8
Generating comprehensive scene graphs with integrated multiple attribute detection	8
Explainable interactive projections of images	8
Thin section analysis for ceramic petrography using motion analysis and segmentation techniques	8
OmniGlasses: an optical aid for stereo vision CNNs to enable omnidirectional image processing	8
Adversarial imitation learning-based network for category-level 6D object pose estimation	8
Shape description losses for medical image segmentation	8
Fusing bilinear multi-channel gated vector for fine-grained classification	8
Multi-scale convolution underwater image restoration network	8
Pakistan sign language recognition: leveraging deep learning models with limited dataset	8
YG-SLAM: dynamic environment-based geometric constraint point-line fusion visual SLAM system	7
DisRot: boosting the generalization capability of few-shot learning via knowledge distillation and self-supervised learning	7
Real-time pedestrian pose estimation, tracking and localization for social distancing	7
An anisotropic non-local attention network for image segmentation	7
Cross-validation of a semantic segmentation network for natural history collection specimens	7

A comprehensive survey on SLAM and machine learning approaches for indoor autonomous navigation of mobile robots	7
Integrating visual-semantic relational reasoning for fake news detection on video platforms	7
Automatic cables segmentation from a substation device based on 3D point cloud	7
MÆIDM: multi-scale anomaly embedding inpainting and discrimination for surface anomaly detection	7
EAF-Net: an enhancement and aggregation–feedback network for RGB-T salient object detection	7
Clarity method of fog and dust image in fully mechanized mining face	7
Attention-based global context network for driving maneuvers prediction	7
An efficient ground segmentation approach for LiDAR point cloud utilizing adjacent grids	7
Chfnet: a coarse-to-fine hierarchical refinement model for monocular depth estimation	7
A camera style-invariant learning and channel interaction enhancement fusion network for visible-infrared person re-identification	7
Actions as points: a simple and efficient detector for skeleton-based temporal action detection	6
Tensor-guided learning for image denoising using anisotropic PDEs	6
An adaptive interpolation and 3D reconstruction algorithm for underwater images	6
Welding splash and arc noise reduction imaging model based on computationally efficient pairwise response serving welding process library	6
A dual-path U-Net for pulmonary vessel segmentation method based on lightweight 3D attention	6
Environmental factors-aware two-stream GCN for skeleton-based behavior recognition	6
Enhanced normal estimation of point clouds via fine-grained geometric information learning	6
ConsInstancy: learning instance representations for semi-supervised panoptic segmentation of concrete aggregate particles	6
Visual-inertial SLAM with line segment merging and efficient feature tracking method	6
Pattern recognition methodologies for pollen grain image classification: a survey	6
Semi-supervised metric learning incorporating weighted triplet constraint and Riemannian manifold optimization for classification	6
A novel multi-feature fusion deep neural network using HOG and VGG-Face for facial expression classification	6
Mobgazenet: robust gaze estimation mobile network based on progressive attention mechanisms	6
Tree-managed network ensembles for video prediction	6
Improving change detection using conditional discriminative adversarial regularization	6
Parametric loss-based super-resolution for scene text recognition	6
Meta-learning enhanced global–local feature fusion for image quality assessment	6
Identification of facial skin diseases from face phenotypes using FSDNet in uncontrolled environment	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
Kinematic calibration of a hexapod robot based on monocular vision	6
Distortion diminishing with vulnerability filters pruning	6
PGA6D: 6D pose estimation for grasping and assemblying based on keypoints voting	6
Text-to-face synthesis based on facial landmarks prediction	5
A review of adaptable conventional image processing pipelines and deep learning on limited datasets	5
PTDS CenterTrack: pedestrian tracking in dense scenes with re-identification and feature enhancement	5
Local region-learning modules for point cloud classification	5
Delaunay walk for fast nearest neighbor: accelerating correspondence matching for ICP	5
Guest editorial: special issue on human pose estimation and its applications	5
VGT-MOT: visibility-guided tracking for online multiple-object tracking	5
Quality assessment of synthetic images via spatial distortion recognition	5
Residual shuffle attention network for image super-resolution	5
Regional filtering distillation for object detection	5
Multiple object tracking using weighted graph convolutional neural networks	5
Robust semantic segmentation method of urban scenes in snowy environment	5
TFF-temporal fusion framework for advancing video retrieval through long-range dependencies and multi-modal intent	5
Logit scaling for out-of-distribution detection	5
Accelerated fixed-point iterations for image deblurring and defiltering	5
Cascaded attention-guided multi-granularity feature learning for person re-identification	5
A collaborative SLAM method for dual payload-carrying UAVs in denied environments	5
Multi-planar geometry and latent image recovery from a single motion-blurred image	5
Block-recurrent visual transformer for enhanced human detection in thermal imaging	5
React: recognize every action everywhere all at once	4
Naturally constrained reject option classification	4
Mitigating adversarial perturbations via weakly supervised object location and regions recombination	4
MVUDA: Unsupervised Domain Adaptation for Multi-view Pedestrian Detection	4
The general framework for few-shot learning by kernel HyperNetworks	4
Spatial-temporal graph-guided global attention network for video-based person re-identification	4
Multimodal dance style transfer	4
Structure–texture decomposition-based dehazing of a single image with large sky area	4
Real-time 3D reconstruction using point-dependent pose graph optimization framework	4
Symmetry-induced ambiguity in orientation estimation from RGB images	4
FLAVR: flow-free architecture for fast video frame interpolation	4
YOLOMH: you only look once for multi-task driving perception with high efficiency	4
Unsupervised single-shot depth estimation using perceptual reconstruction	4
Fine-grained 3D vehicle shape manipulation via latent space editing	4
SiamCAR-Kal: anti-occlusion tracking algorithm for infrared ground targets based on SiamCAR and Kalman filter	4
ViCap-AD: video caption-based weakly supervised video anomaly detection	4
A deep Retinex network for underwater low-light image enhancement	4
Vision-based power line cables and pylons detection for low flying aircraft	4
Removing cloud shadows from ground-based solar imagery	4
A zero-shot anomaly detection method based on learnable text query	4
Optimized hand pose estimation CrossInfoNet-based architecture for embedded devices	4
Superpixel-based foreground-preserving image stitching	4
Toward phytoplankton parasite detection using autoencoders	4
BiTransformer: augmenting semantic context in video captioning via bidirectional decoder	4
Swin transformer with part-level tokenization for occluded person re-identification	4
An image quality assessment method based on edge extraction and singular value for blurriness	4
Self-attention network for few-shot learning based on nearest-neighbor algorithm	4
Supervised contrastive learning with multi-scale interaction and integrity learning for salient object detection	4

CCTV-Calib: a toolbox to calibrate surveillance cameras around the globe	4
Gait recognition using free-area transformer networks	4
Wavelet and PCA-based glaucoma classification through novel methodological enhanced retinal images	4
Personvit: large-scale self-supervised vision transformer for person re-identification	4
Hierarchical contrastive adaptation for cross-domain object detection	4
Residual feature learning with hierarchical calibration for gaze estimation	4
A robust vehicle tracking in low-altitude UAV videos	4
Human pose estimation based on lightweight basicblock	4
Beyond Kalman filters: deep learning-based filters for improved object tracking	4