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	116
A method for high dynamic range 3D color modeling of objects through a color camera	65
Text-driven object affordance for guiding grasp-type recognition in multimodal robot teaching	63
Development of a robust cascaded architecture for intelligent robot grasping using limited labelled data	55
Class-aware cross-domain target detection based on cityscape in fog	38
Real estate pricing prediction via textual and visual features	36
Non-contact SpO2 monitoring via multi-channel pulse signals from facial videos using machine learning	35
ECM: arbitrary style transfer via Enhanced-Channel Module	32
DMU-Net: a dual stream multi-scale U-Net for image splicing forgery localization	30
A hybrid overlapping group sparsity denoising model with fractional-order total variation and non-convex regularizer	30
Medtransnet: advanced gating transformer network for medical image classification	30
StyleDemorpher: high-quality face demorphing via StyleGAN2’s latent space	29
Triple attention and global reasoning Siamese networks for visual tracking	28
Obs-tackle: an obstacle detection system to assist navigation of visually impaired using smartphones	27
Global-guided cross-reference network for co-salient object detection	23
Motion-region annotation for complex videos via label propagation across occluders	18
Enforced clustering for zero-to-one-shot texture anomaly detection	18
Editing implicit and explicit representations of radiance fields: a survey	17
Innovative surface roughness detection method based on white light interference images	17
A motion direction detecting model for colored images based on the Hassenstein–Reichardt model	16
A stereo vision SLAM with moving vehicles tracking in outdoor environment	16
Loid: lane occlusion inpainting and detection for enhanced autonomous driving systems	16
Using breast density for hybrid region and pixel-level loss function	15
MSPKD: multi spatial projectors for knowledge distillation in semantic segmentation	15
L-VAE: variational auto-encoder with learnable beta for disentangled representation	14

Specular Surface Detection with Deep Static Specular Flow and Highlight	14
A multi-modal framework for continuous and isolated hand gesture recognition utilizing movement epenthesis detection	14
Alternate guidance network for boundary-aware camouflaged object detection	14
CGA-Net: channel-wise gated attention network for improved super-resolution in remote sensing imagery	14
Ubiquitous vision of transformers for person re-identification	14
Real-World super-resolution under the guidance of optimal transport	13
Generalized few-shot learning under large scope by using episode-wise regularizing imprinting	12
AFC-Net: adjacent feature complementary for crowded pedestrian detection	12
Correction: Unsupervised single-shot depth estimation using perceptual reconstruction	12
Discriminant distance template matching for image recognition	11
Kernel based local matching network for video object segmentation	11
Axes-aligned non-linear optimized PnP algorithm	11
Modeling driving task-relevant attention for intelligent vehicles using triplet ranking	11
Generation of realistic synthetic cable images to train deep learning segmentation models	11
Enhanced hyperspectral image reconstruction via parallel 2D/3D convolution with global layer purification and multiscale pooling fusion	10
CAMTrack: a combined appearance-motion method for multiple-object tracking	10
Online continual learning with saliency-guided experience replay using tiny episodic memory	10
Novel Cauchy mixture modeling combined with the Sparse-RCNN architecture for enhanced multi-person pose estimation	10
3D face parsing based on 2D CPFNet: conformal parameterized face parsing network	10
A dual progressive strategy for long-tailed visual recognition	10
RPIM-net: residual channel prior-driven interaction multi-scale network for stereo image deraining	10
Improving knowledge distillation via pseudo-multi-teacher network	10
Two-stage structural information enhancement for source-free domain adaptation	10
LDNet: low-light image enhancement with joint lighting and denoising	10
Traversing the subspace of adversarial patches	9
Generating comprehensive scene graphs with integrated multiple attribute detection	9
Camera-based mapping in search-and-rescue via flying and ground robot teams	9
Twinned attention network for occlusion-aware facial expression recognition	9
GOA-net: generic occlusion aware networks for visual tracking	8
EAF-Net: an enhancement and aggregation–feedback network for RGB-T salient object detection	8
Multi-scale convolution underwater image restoration network	8
IoU-aware feature fusion R-CNN for dense object detection	8
Correction: Real estate pricing prediction via textual and visual features	8
Shape description losses for medical image segmentation	8
Explainable interactive projections of images	8
Fusing bilinear multi-channel gated vector for fine-grained classification	8
Shape related unknown object one-shot learning grasping	8
MÆIDM: multi-scale anomaly embedding inpainting and discrimination for surface anomaly detection	8
Adversarial imitation learning-based network for category-level 6D object pose estimation	8
Cross-validation of a semantic segmentation network for natural history collection specimens	8
OmniGlasses: an optical aid for stereo vision CNNs to enable omnidirectional image processing	8
Thin section analysis for ceramic petrography using motion analysis and segmentation techniques	8
A camera style-invariant learning and channel interaction enhancement fusion network for visible-infrared person re-identification	8
Automatic cables segmentation from a substation device based on 3D point cloud	7
Attention-based global context network for driving maneuvers prediction	7
DisRot: boosting the generalization capability of few-shot learning via knowledge distillation and self-supervised learning	7
X-Align++: cross-modal cross-view alignment for Bird’s-eye-view segmentation	7
Pakistan sign language recognition: leveraging deep learning models with limited dataset	7
Clarity method of fog and dust image in fully mechanized mining face	7
Real-time pedestrian pose estimation, tracking and localization for social distancing	7

YG-SLAM: dynamic environment-based geometric constraint point-line fusion visual SLAM system	7
Deep-plane sweep generative adversarial network for consistent multi-view depth estimation	7
Chfnet: a coarse-to-fine hierarchical refinement model for monocular depth estimation	7
Audio-visual localization based on spatial relative sound order	7
An adaptive interpolation and 3D reconstruction algorithm for underwater images	7
Pattern recognition methodologies for pollen grain image classification: a survey	7
Integrating visual-semantic relational reasoning for fake news detection on video platforms	7
Evolution algorithm of parametric active contour model based on Gaussian smoothing filter	7
A comprehensive survey on SLAM and machine learning approaches for indoor autonomous navigation of mobile robots	7
An anisotropic non-local attention network for image segmentation	7
An efficient ground segmentation approach for LiDAR point cloud utilizing adjacent grids	7
Kinematic calibration of a hexapod robot based on monocular vision	6
Environmental factors-aware two-stream GCN for skeleton-based behavior recognition	6
Meta-learning enhanced global–local feature fusion for image quality assessment	6
Actions as points: a simple and efficient detector for skeleton-based temporal action detection	6
A dual-path U-Net for pulmonary vessel segmentation method based on lightweight 3D attention	6
Boosting few-shot learning via selective patch embedding by comprehensive sample analysis	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
Mobgazenet: robust gaze estimation mobile network based on progressive attention mechanisms	6
Parametric loss-based super-resolution for scene text recognition	6
A novel multi-feature fusion deep neural network using HOG and VGG-Face for facial expression classification	6
Welding splash and arc noise reduction imaging model based on computationally efficient pairwise response serving welding process library	6
Distortion diminishing with vulnerability filters pruning	6
Tensor-guided learning for image denoising using anisotropic PDEs	6
Lesion-aware attention with neural support vector machine for retinopathy diagnosis	6
Semi-supervised metric learning incorporating weighted triplet constraint and Riemannian manifold optimization for classification	6
Multi-planar geometry and latent image recovery from a single motion-blurred image	5
Guest editorial: special issue on human pose estimation and its applications	5
PTDS CenterTrack: pedestrian tracking in dense scenes with re-identification and feature enhancement	5
Residual shuffle attention network for image super-resolution	5
Multiple object tracking using weighted graph convolutional neural networks	5
Regional filtering distillation for object detection	5
ConsInstancy: learning instance representations for semi-supervised panoptic segmentation of concrete aggregate particles	5
Saliency detection based on color descriptor and high-level prior	5
Robust semantic segmentation method of urban scenes in snowy environment	5
Cascaded attention-guided multi-granularity feature learning for person re-identification	5
Quality assessment of synthetic images via spatial distortion recognition	5
A review of adaptable conventional image processing pipelines and deep learning on limited datasets	5
Tree-managed network ensembles for video prediction	5
VGT-MOT: visibility-guided tracking for online multiple-object tracking	5
Block-recurrent visual transformer for enhanced human detection in thermal imaging	5
Text-to-face synthesis based on facial landmarks prediction	5
Logit scaling for out-of-distribution detection	5
TFF-temporal fusion framework for advancing video retrieval through long-range dependencies and multi-modal intent	5
Residual feature learning with hierarchical calibration for gaze estimation	4
Beyond Kalman filters: deep learning-based filters for improved object tracking	4
Fine-grained 3D vehicle shape manipulation via latent space editing	4
Human pose estimation based on lightweight basicblock	4
Naturally constrained reject option classification	4
Accelerated fixed-point iterations for image deblurring and defiltering	4
Superpixel-based foreground-preserving image stitching	4
Real-time 3D reconstruction using point-dependent pose graph optimization framework	4
Structure–texture decomposition-based dehazing of a single image with large sky area	4
Mitigating adversarial perturbations via weakly supervised object location and regions recombination	4
Symmetry-induced ambiguity in orientation estimation from RGB images	4
Toward phytoplankton parasite detection using autoencoders	4
BiTransformer: augmenting semantic context in video captioning via bidirectional decoder	4
YOLOMH: you only look once for multi-task driving perception with high efficiency	4
Local region-learning modules for point cloud classification	4
React: recognize every action everywhere all at once	4
An image quality assessment method based on edge extraction and singular value for blurriness	4
CCTV-Calib: a toolbox to calibrate surveillance cameras around the globe	4
Self-attention network for few-shot learning based on nearest-neighbor algorithm	4
Removing cloud shadows from ground-based solar imagery	4
Optimized hand pose estimation CrossInfoNet-based architecture for embedded devices	4
Delaunay walk for fast nearest neighbor: accelerating correspondence matching for ICP	4
FLAVR: flow-free architecture for fast video frame interpolation	4
Swin transformer with part-level tokenization for occluded person re-identification	4
A collaborative SLAM method for dual payload-carrying UAVs in denied environments	4
Unsupervised single-shot depth estimation using perceptual reconstruction	4
Personvit: large-scale self-supervised vision transformer for person re-identification	4
SiamCAR-Kal: anti-occlusion tracking algorithm for infrared ground targets based on SiamCAR and Kalman filter	4
Vision-based power line cables and pylons detection for low flying aircraft	4
RCA-IUnet: a residual cross-spatial attention-guided inception U-Net model for tumor segmentation in breast ultrasound imaging	3
FERGCN: facial expression recognition based on graph convolution network	3
The general framework for few-shot learning by kernel HyperNetworks	3
A zero-shot anomaly detection method based on learnable text query	3
Ising granularity image analysis on VAE–GAN	3
Wavelet and PCA-based glaucoma classification through novel methodological enhanced retinal images	3

Hierarchical contrastive adaptation for cross-domain object detection	3
Unsupervised domain adaptation by cross-domain consistency learning for CT body composition	3
Ssman: self-supervised masked adaptive network for 3D human pose estimation	3
MYFED: a dataset of affective face videos for investigation of emotional facial dynamics as a soft biometric for person identification	3
Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation	3
Bidirectional cascaded multimodal attention for multiple choice visual question answering	3
Ipdm: identity preserving diffusion model for face sketch and photo synthesis	3
Entangled appearance and motion structures network for multi-object tracking and segmentation	3
ViCap-AD: video caption-based weakly supervised video anomaly detection	3
Multimodal dance style transfer	3
Supervised contrastive learning with multi-scale interaction and integrity learning for salient object detection	3
FESAR: SAR ship detection model based on local spatial relationship capture and fused convolutional enhancement	3
Online camera auto-calibration appliable to road surveillance	3
Addressing the generalization of 3D registration methods with a featureless baseline and an unbiased benchmark	3
Consensus similarity learning based on tensor nuclear norm	3
CMNet: a novel model and design rationale based on comparison studies and synergy of CNN and MetaFormer	3
A lightweight and generalizable detection enhancement method using segmentation feedback	3
Knowledge-based hybrid connectionist models for morphologic reasoning	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
A robust vehicle tracking in low-altitude UAV videos	3
Normalized margin loss for action unit detection	3
Gait recognition using free-area transformer networks	3
A deep Retinex network for underwater low-light image enhancement	3
Enhanced keypoint information and pose-weighted re-ID features for multi-person pose estimation and tracking	3
Multi-person 3D pose estimation from unlabelled data	3
SNFR: salient neighbor decoding and text feature refining for scene text recognition	3
Unsupervised learning of probabilistic subspaces for multi-spectral and multi-temporal image-based disaster mapping	2
Rocnet: 3D robust registration of points clouds using deep learning	2
Human–object interaction detection based on disentangled axial attention transformer	2
An annotated image database of building facades categorized into land uses for object detection using deep learning	2
SGBGAN: minority class image generation for class-imbalanced datasets	2
3D multi-object tracking based on parallel multimodal data association	2
Exploring filter placement in convolutional layer topologies based on ResNet for image classification	2
Motioninsights: real-time object tracking in streaming video	2
Multimodal fine-grained grocery product recognition using image and OCR text	2
Dyna-MSDepth: multi-scale self-supervised monocular depth estimation network for visual SLAM in dynamic scenes	2
High-efficiency automated triaxial robot grasping system for motor rotors using 3D structured light sensor	2
Semantic scene upgrades for trajectory prediction	2
Wide-baseline multi-camera calibration from a room filled with people	2
Editor’s Note: Special Issue on Advances in Visual Computing 2023	2
Similarity contrastive estimation for image and video soft contrastive self-supervised learning	2
Improving visual odometry pipeline with feedback from forward and backward motion estimates	2
Cmf-transformer: cross-modal fusion transformer for human action recognition	2
Discriminative feature learning through feature distance loss	2
Position Puzzle Network and Augmentation: localizing human keypoints beyond the bounding box	2
Continuous sign language recognition based on motor attention mechanism and frame-level self-distillation	2
MFMANet: a multispectral pedestrian detection network using multi-resolution RGB feature reuse with multi-scale FIR attentions	2
Exploring the potential of deep learning techniques for analyzing athlete movements in competitive athletics sports	2
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation	2
Efficient abnormality detection using patch-based 3D convolution with recurrent model	2
Dynamically throttleable neural networks	2
Synergizing LiDAR and Augmented Reality for precise real-time interior distance measurements for mobile devices	2
A global activated feature pyramid network for tiny pest detection in the wild	2
Multi-scene low-light remote physiological measurement database	2
Interpretability of fingerprint presentation attack detection systems: a look at the “representativeness” of samples against never-seen-before attacks	2
Pothole segmentation and area estimation with thermal imaging using deep neural networks and unmanned aerial vehicles	2
Zero-shot action recognition by clustered representation with redundancy-free features	2
Group attention retention network for co-salient object detection	2
Region gradient-guided diffusion model for underwater image enhancement	2
Synergetic proto-pull and reciprocal points for open set recognition	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
FDT − Dr2T: a unified Dense Radiology Report Generation Transformer framework for X-ray images	2
Multi-level receptive field feature reuse for multi-focus image fusion	2
Interpretable visual transmission lines inspections using pseudo-prototypical part network	2
Few-shot object detection via data augmentation and distribution calibration	2
Generating quality grasp rectangle using Pix2Pix GAN for intelligent robot grasping	2
Using synthesized facial views for active face recognition	2
Utilizing incremental branches on a one-stage object detection framework to avoid catastrophic forgetting	2
Trusted 3D self-supervised representation learning with cross-modal settings	2
Learning more discriminative local descriptors with parameter-free weighted attention for few-shot learning	2
Active perception based on deep reinforcement learning for autonomous robotic damage inspection	2
That’s BAD: blind anomaly detection by implicit local feature clustering	2
Pixel-wise confidence estimation for segmentation in Bayesian Convolutional Neural Networks	2
Self-supervised monocular depth estimation via joint attention and intelligent mask loss	2
Virtual home staging and relighting from a single panorama under natural illumination	2
Multi-core token mixer: a novel approach for underwater image enhancement	2
Foreground enhancement network for object detection in sonar images	2
Adversarial learning for unguided single depth map completion of indoor scenes	1
MACS2_Net: a stochastic depth with antialiasing on an optimized multipath convolutional-SqueezeNet framework for facial emotion recognition	1
Estimating human body orientation from image depth data and its implementation	1
Persistent animal identification leveraging non-visual markers	1
Semantic convolutional features for face detection	1
Convolutional neural network-based cross-corpus speech emotion recognition with data augmentation and features fusion	1
Effective triplet mining improves training of multi-scale pooled CNN for image retrieval	1
Automated diagnosis of diverse coffee leaf images through a stage-wise aggregated triple deep convolutional neural network	1
IAFPN: interlayer enhancement and multilayer fusion network for object detection	1
Global attention guided multi-scale network for face image super-resolution	1
SR-BigGAN: lightweight image super-resolution with priors	1
AP-TransNet: a polarized transformer based aerial human action recognition framework	1
Projection model-driven image stitching: a novel warping method using epipolar displacement field	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
Keyframe-based RGB-D dense visual SLAM fused semantic cues in dynamic scenes	1