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 2021-05-01 to 2025-05-01.)

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
Correction: Unsupervised single-shot depth estimation using perceptual reconstruction	13
Ubiquitous vision of transformers for person re-identification	13
Modeling driving task-relevant attention for intelligent vehicles using triplet ranking	13
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
Generalized few-shot learning under large scope by using episode-wise regularizing imprinting	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
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
X-Align++: cross-modal cross-view alignment for Bird’s-eye-view segmentation	8
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
Clarity method of fog and dust image in fully mechanized mining face	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
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
Tree-managed network ensembles for video prediction	5
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
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
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
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