OOIR: Observatory of International Research

Papers

(The TQCC of Machine Vision and Applications is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-06-01 to 2025-06-01.)

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
Using breast density for hybrid region and pixel-level loss function	21
Enforced clustering for zero-to-one-shot texture anomaly detection	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
Ubiquitous vision of transformers for person re-identification	16
An unsupervised approach for thermal to visible image translation using autoencoder and generative adversarial network	16
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
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
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
Improving knowledge distillation via pseudo-multi-teacher network	10
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
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
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
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
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
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
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
A robust information hiding algorithm based on lossless encryption and NSCT-HD-SVD	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
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
Enhanced normal estimation of point clouds via fine-grained geometric information learning	6
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
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
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
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