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 2020-08-01 to 2024-08-01.)

Article	Citations
Feature-transfer network and local background suppression for microaneurysm detection	64
Early, intermediate and late fusion strategies for robust deep learning-based multimodal action recognition	61
A five-layer deep convolutional neural network with stochastic pooling for chest CT-based COVID-19 diagnosis	49
Segmentation of photovoltaic module cells in uncalibrated electroluminescence images	45
Graph neural networks in node classification: survey and evaluation	43
An empirical study of different machine learning techniques for brain tumor classification and subsequent segmentation using hybrid texture feature	41
A generalizable approach for multi-view 3D human pose regression	38
LS-Net: fast single-shot line-segment detector	36
A cognitive vision method for the detection of plant disease images	34
RCA-IUnet: a residual cross-spatial attention-guided inception U-Net model for tumor segmentation in breast ultrasound imaging	33
Optimal feature level fusion for secured human authentication in multimodal biometric system	33
Interpretable visual transmission lines inspections using pseudo-prototypical part network	32
Inception recurrent convolutional neural network for object recognition	29
Aluminum Casting Inspection using Deep Object Detection Methods and Simulated Ellipsoidal Defects	25
Deep understanding of shopper behaviours and interactions using RGB-D vision	24
Deep learning based breast cancer detection and classification using fuzzy merging techniques	23
A novel approach for ear recognition: learning Mahalanobis distance features from deep CNNs	22
Inflated 3D ConvNet context analysis for violence detection	21
Lesion-aware attention with neural support vector machine for retinopathy diagnosis	21
Detection of 3D bounding boxes of vehicles using perspective transformation for accurate speed measurement	21
Online inspection of narrow overlap weld quality using two-stage convolution neural network image recognition	20
Deblur and deep depth from single defocus image	19
EfficientLiteDet: a real-time pedestrian and vehicle detection algorithm	18
Convolutional neural network-based cross-corpus speech emotion recognition with data augmentation and features fusion	18
A novel approach for unsupervised image segmentation fusion of plant leaves based on G-mutual information	17

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
Fast re-OBJ: real-time object re-identification in rigid scenes	15
Automated detection and classification of spilled loads on freeways based on improved YOLO network	15
Measurement and inspection of electrical discharge machined steel surfaces using deep neural networks	15
A robust information hiding algorithm based on lossless encryption and NSCT-HD-SVD	15
Circular coded target system for industrial applications	15
Viewpoint placement for inspection planning	15
Automatic camera calibration by landmarks on rigid objects	15
Pattern recognition methodologies for pollen grain image classification: a survey	14
Feature-Driven Viewpoint Placement for Model-Based Surface Inspection	14
A global activated feature pyramid network for tiny pest detection in the wild	14
Deep learning-based object recognition in multispectral satellite imagery for real-time applications	14
Rock segmentation visual system for assisting driving in TBM construction	14
A weighted feature transfer gan for medical image synthesis	13
A novel ship classification network with cascade deep features for line-of-sight sea data	13
A neural network ensemble method for effective crack segmentation using fully convolutional networks and multi-scale structured forests	12
Real-time and accurate abnormal behavior detection in videos	11
A novel partition selection method for modular face recognition approaches on occlusion problem	11
Next-best-view regression using a 3D convolutional neural network	11
Snapshot hyperspectral imaging using wide dilation networks	11
Research on defect detection method of powder metallurgy gear based on machine vision	11
Micro-concrete crack detection of underwater structures based on convolutional neural network	11
DeepROD: a deep learning approach for real-time and online detection of a panic behavior in human crowds	11
Ellipse detection using the edges extracted by deep learning	10
Aligning accumulative representations for sign language recognition	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
Automated diagnosis of diverse coffee leaf images through a stage-wise aggregated triple deep convolutional neural network	10
IC solder joint inspection via generator-adversarial-network based template	10
Depth estimation from a single SEM image using pixel-wise fine-tuning with multimodal data	10
A novel multi-feature fusion deep neural network using HOG and VGG-Face for facial expression classification	10
Maritime vessel re-identification: novel VR-VCA dataset and a multi-branch architecture MVR-net	9
A semi-supervised learning method for surface defect classification of magnetic tiles	9
Finger knuckle print recognition for personal authentication based on relaxed local ternary pattern in an effective learning framework	9
A system for the generation of in-car human body pose datasets	9
A comprehensive overview of dynamic visual SLAM and deep learning: concepts, methods and challenges	9
A new feature extraction process based on SFTA and DWT to enhance classification of ceramic tiles quality	9
DCNet: Dark Channel Network for single-image dehazing	9
FERGCN: facial expression recognition based on graph convolution network	9
Anomaly detection of core failures in die casting X-ray inspection images using a convolutional autoencoder	9
Automatic detection of multi-crossing crack defects in multi-crystalline solar cells based on machine vision	9
On the safety of vulnerable road users by cyclist detection and tracking	9
Semi-supervised learning for person re-identification based on style-transfer-generated data by CycleGANs	8
Human pose estimation based on lightweight basicblock	8
Lightweight convolutional neural network-based pedestrian detection and re-identification in multiple scenarios	8
Cascaded attention-guided multi-granularity feature learning for person re-identification	8
A novel and intelligent vision-based tutor for Yogāsana: e-YogaGuru	8
Sparse representation with enhanced nonlocal self-similarity for image denoising	8
Orchid classification using homogeneous ensemble of small deep convolutional neural network	7

Depthwise grouped convolution for object detection	7
Visual localization and servoing for drone use in indoor remote laboratory environment	7
Joint patch clustering-based adaptive dictionary and sparse representation for multi-modality image fusion	7
Pose is all you need: the pose only group activity recognition system (POGARS)	7
Potential escalator-related injury identification and prevention based on multi-module integrated system for public health	7
Pakistan sign language recognition: leveraging deep learning models with limited dataset	7
Automatic visual estimation of tomato cluster maturity in plant rows	7
Squeezed fire binary segmentation model using convolutional neural network for outdoor images on embedded device	7
Teacher–student training and triplet loss to reduce the effect of drastic face occlusion	7
SA-SinGAN: self-attention for single-image generation adversarial networks	7
Dual Context Network for real-time semantic segmentation	7
Images denoising for COVID-19 chest X-ray based on multi-resolution parallel residual CNN	7
3MNet: Multi-task, multi-level and multi-channel feature aggregation network for salient object detection	7
Learning an end-to-end spatial grasp generation and refinement algorithm from simulation	7
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
Perceptual metric learning for video anomaly detection	6
Two-layer pyramid-based blending method for exposure fusion	6
High-precision calibration of wide-angle fisheye lens with radial distortion projection ellipse constraint (RDPEC)	6
Human action interpretation using convolutional neural network: a survey	6
Attention-based domain adaptation for single-stage detectors	6
Impurities detection in edible bird’s nest using optical segmentation and image fusion	6
Image dataset creation and networks improvement method based on CAD model and edge operator for object detection in the manufacturing industry	6
Cross-validation of a semantic segmentation network for natural history collection specimens	6
EAF-Net: an enhancement and aggregation–feedback network for RGB-T salient object detection	6
Coarse2Fine: a two-stage training method for fine-grained visual classification	6
A pruning method based on the measurement of feature extraction ability	6
Ising granularity image analysis on VAE–GAN	6
Hierarchical fusion network for periocular and iris by neural network approximation and sparse autoencoder	6
Image projection method for vehicle speed estimation model in video system	5
Multiple convolutional features in Siamese networks for object tracking	5
Clarity method of fog and dust image in fully mechanized mining face	5
Recognition of varying size scene images using semantic analysis of deep activation maps	5
Automatic football video production system with edge processing	5
The overlapping effect and fusion protocols of data augmentation techniques in iris PAD	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
WPC-SS: multi-label wear particle classification based on semantic segmentation	5
RSRGAN: computationally efficient real-world single image super-resolution using generative adversarial network	5
A data independent approach to generate adversarial patches	5
A study of deep learning approaches for classification and detection chromosomes in metaphase images	5
Object detection by crossing relational reasoning based on graph neural network	5
Time-efficient spliced image analysis using higher-order statistics	5
Graph convolutional networks and LSTM for first-person multimodal hand action recognition	5
Development of a character CAPTCHA recognition system for the visually impaired community using deep learning	5
3D pedestrian localization using multiple cameras: a generalizable approach	5
Water–air imaging: distorted image reconstruction based on a twice registration algorithm	5
Multi-scale convolution underwater image restoration network	5
Research on 3D model reconstruction based on a sequence of cross-sectional images	5
Delaunay walk for fast nearest neighbor: accelerating correspondence matching for ICP	5