OOIR: Observatory of International Research

Papers

(The TQCC of Machine Vision and Applications is 5. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Feature-transfer network and local background suppression for microaneurysm detection	58
Hyper-parameter optimization of deep learning model for prediction of Parkinson’s disease	57
A five-layer deep convolutional neural network with stochastic pooling for chest CT-based COVID-19 diagnosis	50
Early, intermediate and late fusion strategies for robust deep learning-based multimodal action recognition	48
Deep learning applications in pulmonary medical imaging: recent updates and insights on COVID-19	48
An empirical study of different machine learning techniques for brain tumor classification and subsequent segmentation using hybrid texture feature	40
Segmentation of photovoltaic module cells in uncalibrated electroluminescence images	40
A generalizable approach for multi-view 3D human pose regression	38
Graph neural networks in node classification: survey and evaluation	36
LS-Net: fast single-shot line-segment detector	36
A cognitive vision method for the detection of plant disease images	33
RCA-IUnet: a residual cross-spatial attention-guided inception U-Net model for tumor segmentation in breast ultrasound imaging	31
Interpretable visual transmission lines inspections using pseudo-prototypical part network	27
Optimal feature level fusion for secured human authentication in multimodal biometric system	26
Inception recurrent convolutional neural network for object recognition	26
A comparative study of breast cancer tumor classification by classical machine learning methods and deep learning method	26
ARF-Crack: rotation invariant deep fully convolutional network for pixel-level crack detection	24
Using CNN with Bayesian optimization to identify cerebral micro-bleeds	23
Detection of tomato organs based on convolutional neural network under the overlap and occlusion backgrounds	23
Deep understanding of shopper behaviours and interactions using RGB-D vision	23
Aluminum Casting Inspection using Deep Object Detection Methods and Simulated Ellipsoidal Defects	20
Deep learning based breast cancer detection and classification using fuzzy merging techniques	20
Online inspection of narrow overlap weld quality using two-stage convolution neural network image recognition	19
A novel approach for ear recognition: learning Mahalanobis distance features from deep CNNs	18
Multi-source domain adaptation for image classification	18

Deblur and deep depth from single defocus image	18
Lesion-aware attention with neural support vector machine for retinopathy diagnosis	18
Detection of 3D bounding boxes of vehicles using perspective transformation for accurate speed measurement	17
Inflated 3D ConvNet context analysis for violence detection	17
A novel approach for unsupervised image segmentation fusion of plant leaves based on G-mutual information	16
Semi-supervised learning using adversarial training with good and bad samples	16
Benchmarking deep network architectures for ethnicity recognition using a new large face dataset	16
Gabor capsule network with preprocessing blocks for the recognition of complex images	16
DC-Gnet for detection of glaucoma in retinal fundus imaging	15
EfficientLiteDet: a real-time pedestrian and vehicle detection algorithm	15
A robust information hiding algorithm based on lossless encryption and NSCT-HD-SVD	15
Root identification in minirhizotron imagery with multiple instance learning	15
Measurement and inspection of electrical discharge machined steel surfaces using deep neural networks	14
Feature-Driven Viewpoint Placement for Model-Based Surface Inspection	14
Deep learning-based object recognition in multispectral satellite imagery for real-time applications	14
A weighted feature transfer gan for medical image synthesis	13
Circular coded target system for industrial applications	13
Convolutional neural network-based cross-corpus speech emotion recognition with data augmentation and features fusion	13
A global activated feature pyramid network for tiny pest detection in the wild	13
Automatic camera calibration by landmarks on rigid objects	13
Fast re-OBJ: real-time object re-identification in rigid scenes	12
Automated detection and classification of spilled loads on freeways based on improved YOLO network	12
Pattern recognition methodologies for pollen grain image classification: a survey	12
Viewpoint placement for inspection planning	12
Snapshot hyperspectral imaging using wide dilation networks	11
A novel ship classification network with cascade deep features for line-of-sight sea data	11
Real-time and accurate abnormal behavior detection in videos	11
A neural network ensemble method for effective crack segmentation using fully convolutional networks and multi-scale structured forests	11
3D video semantic segmentation for wildfire smoke	10
Next-best-view regression using a 3D convolutional neural network	10
Rock segmentation visual system for assisting driving in TBM construction	10
TriGAN: image-to-image translation for multi-source domain adaptation	10
Deep transfer learning algorithms applied to synthetic drawing images as a tool for supporting Alzheimer’s disease prediction	10
Photo-realistic dehazing via contextual generative adversarial networks	10
Anomaly detection of core failures in die casting X-ray inspection images using a convolutional autoencoder	9
A new feature extraction process based on SFTA and DWT to enhance classification of ceramic tiles quality	9
DeepROD: a deep learning approach for real-time and online detection of a panic behavior in human crowds	9
Research on defect detection method of powder metallurgy gear based on machine vision	9
Finger knuckle print recognition for personal authentication based on relaxed local ternary pattern in an effective learning framework	9
Fast and efficient difference of block means code for palmprint recognition	9
A system for the generation of in-car human body pose datasets	9
GC-NET for classification of glaucoma in the retinal fundus image	9
A novel partition selection method for modular face recognition approaches on occlusion problem	9
IC solder joint inspection via generator-adversarial-network based template	9
Maritime vessel re-identification: novel VR-VCA dataset and a multi-branch architecture MVR-net	8
Human pose estimation based on lightweight basicblock	8
Automated diagnosis of diverse coffee leaf images through a stage-wise aggregated triple deep convolutional neural network	8
Depth estimation from a single SEM image using pixel-wise fine-tuning with multimodal data	8
A semi-supervised learning method for surface defect classification of magnetic tiles	8
Automatic detection of multi-crossing crack defects in multi-crystalline solar cells based on machine vision	8

A comprehensive overview of dynamic visual SLAM and deep learning: concepts, methods and challenges	8
Lightweight convolutional neural network-based pedestrian detection and re-identification in multiple scenarios	8
Micro-concrete crack detection of underwater structures based on convolutional neural network	8
Sparse representation with enhanced nonlocal self-similarity for image denoising	8
Images denoising for COVID-19 chest X-ray based on multi-resolution parallel residual CNN	7
Ellipse detection using the edges extracted by deep learning	7
3MNet: Multi-task, multi-level and multi-channel feature aggregation network for salient object detection	7
FERGCN: facial expression recognition based on graph convolution network	7
Orchid classification using homogeneous ensemble of small deep convolutional neural network	7
A novel and intelligent vision-based tutor for Yogāsana: e-YogaGuru	7
A novel multi-feature fusion deep neural network using HOG and VGG-Face for facial expression classification	7
Learning an end-to-end spatial grasp generation and refinement algorithm from simulation	7
Aligning accumulative representations for sign language recognition	7
Semi-supervised learning for person re-identification based on style-transfer-generated data by CycleGANs	7
Joint patch clustering-based adaptive dictionary and sparse representation for multi-modality image fusion	7
On the safety of vulnerable road users by cyclist detection and tracking	7
Attention-based domain adaptation for single-stage detectors	6
Squeezed fire binary segmentation model using convolutional neural network for outdoor images on embedded device	6
Visual localization and servoing for drone use in indoor remote laboratory environment	6
Teacher–student training and triplet loss to reduce the effect of drastic face occlusion	6
Pose is all you need: the pose only group activity recognition system (POGARS)	6
An end-to-end annotation-free machine vision system for detection of products on the rack	6
Face aging using global and pyramid generative adversarial networks	6
Automatic visual estimation of tomato cluster maturity in plant rows	6
Cascaded attention-guided multi-granularity feature learning for person re-identification	6
An efficient and globally optimal method for camera pose estimation using line features	6
Hierarchical fusion network for periocular and iris by neural network approximation and sparse autoencoder	6
EAF-Net: an enhancement and aggregation–feedback network for RGB-T salient object detection	6
Pakistan sign language recognition: leveraging deep learning models with limited dataset	6
Coarse2Fine: a two-stage training method for fine-grained visual classification	6
Impurities detection in edible bird’s nest using optical segmentation and image fusion	6
DCNet: Dark Channel Network for single-image dehazing	6
Potential escalator-related injury identification and prevention based on multi-module integrated system for public health	6
Human action interpretation using convolutional neural network: a survey	6
RSRGAN: computationally efficient real-world single image super-resolution using generative adversarial network	5
3D pedestrian localization using multiple cameras: a generalizable approach	5
Depthwise grouped convolution for object detection	5
Recognition of varying size scene images using semantic analysis of deep activation maps	5
Delaunay walk for fast nearest neighbor: accelerating correspondence matching for ICP	5
Ising granularity image analysis on VAE–GAN	5
Development of a character CAPTCHA recognition system for the visually impaired community using deep learning	5
SA-SinGAN: self-attention for single-image generation adversarial networks	5
Dual Context Network for real-time semantic segmentation	5
The overlapping effect and fusion protocols of data augmentation techniques in iris PAD	5
Perceptual metric learning for video anomaly detection	5
Two-layer pyramid-based blending method for exposure fusion	5
Multiple convolutional features in Siamese networks for object tracking	5
A study of deep learning approaches for classification and detection chromosomes in metaphase images	5
Automatic football video production system with edge processing	5
Time-efficient spliced image analysis using higher-order statistics	5
Design of a hybrid deep learning system for discriminating between low- and high-grade colorectal cancer lesions, using microscopy images of IHC stained for AIB1 expression biopsy material	5
Image dataset creation and networks improvement method based on CAD model and edge operator for object detection in the manufacturing industry	5