ARTICLE
|
doi:10.20944/preprints202402.0821.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
deep learning; solar panels; semantic segmentation; data augmentation; generative adversarial network; remote sensing; transfer learning
Online: 14 February 2024 (16:32:01 CET)
ARTICLE
|
doi:10.20944/preprints202309.0085.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; semantic segmentation; U‐Net; actinic keratosis; cutaneous cancerization field; skin lesions; clinical photography
Online: 4 September 2023 (04:23:19 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1030.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
CNN architecture; Single Ingredient Classification model; Food Ingredients segmentation; evaluation metrics; Hierarchical Multi-level learning
Online: 14 August 2023 (11:20:25 CEST)
TECHNICAL NOTE
|
doi:10.20944/preprints202307.0705.v1
Subject:
Biology And Life Sciences,
Animal Science, Veterinary Science And Zoology
Keywords:
Computer Vision; Pixel Segmentation; Deep Learning; Convolutional Neural Network; Precision Livestock Farming; Feeding Behavior Analysis
Online: 11 July 2023 (11:52:38 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0022.v1
Subject:
Engineering,
Aerospace Engineering
Keywords:
non-destructive testing; deep learning; automated defect recognition (ADR); semantic segmentation; digital X-ray radiography
Online: 3 April 2023 (10:25:31 CEST)
ARTICLE
|
doi:10.20944/preprints202212.0082.v1
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
K-means clustering algorithm; Elbow method; Silhouette technique; Kneedle Algorithm; Image Segmentation; Conventional Neural Network.
Online: 6 December 2022 (01:30:03 CET)
ARTICLE
|
doi:10.20944/preprints202202.0301.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
deep learning; U-Net; semantic segmentation; schistosomiasis; aquatic vegetation; Neglected Tropical Diseases; Senegal River Basin
Online: 24 February 2022 (07:38:13 CET)
ARTICLE
|
doi:10.20944/preprints202112.0025.v2
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Brain segmentation; Coarse-to-fine; Gen- erative Adversarial Network; Semi-supervised learning; Multi-stage method
Online: 6 December 2021 (14:33:23 CET)
HYPOTHESIS
|
doi:10.20944/preprints202106.0119.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Churn 1; customer churn; customer segmentation; churn prevention; predictive churn 20 model; recommendation system engine
Online: 3 June 2021 (14:57:01 CEST)
HYPOTHESIS
|
doi:10.20944/preprints202106.0118.v1
Subject:
Computer Science And Mathematics,
Analysis
Keywords:
Churn 1; customer churn; customer segmentation; churn prevention; predictive churn 21 model; recommendation system engine.
Online: 3 June 2021 (13:34:28 CEST)
CONCEPT PAPER
|
doi:10.20944/preprints202106.0113.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Churn 1; customer churn; customer segmentation; churn prevention; predictive churn 20 model; recommendation system engine.
Online: 3 June 2021 (12:48:22 CEST)
REVIEW
|
doi:10.20944/preprints202102.0048.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
autonomous driving systems; computer vision; neural networks; feature extraction; segmentation; assisted driving; cloud computing; parallelization
Online: 1 February 2021 (14:50:20 CET)
ARTICLE
|
doi:10.20944/preprints202008.0179.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Breast Cancer; Radiomics; Machine Learning; Deep Learning; Segmentation; In Situ Breast Cancer; Infiltrative Breast Cancer
Online: 7 August 2020 (09:29:33 CEST)
ARTICLE
|
doi:10.20944/preprints202407.2058.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
Big data analytics; Retail marketing; Supply chain optimization; Customer segmentation; Demand forecasting; Personalized marketing; Ethical considerations
Online: 25 July 2024 (13:41:08 CEST)
ARTICLE
|
doi:10.20944/preprints202402.0140.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Color Spaces; Low Rank Data Representation; Feature Extraction; Machine Learning algorithm; Nonnegative Matrix Facorization; Image Segmentation
Online: 2 February 2024 (09:29:20 CET)
ARTICLE
|
doi:10.20944/preprints202309.1720.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Transformer; Hyper-Parameter Selection; Planning Target Volume; Auto-segmentation; Prostate Cancer; VT U-Net v.2
Online: 26 September 2023 (07:05:42 CEST)
ARTICLE
|
doi:10.20944/preprints202308.2143.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Graph Neural Networks; Superpixel metric learning; Memory efficient model; White blood cell segmentation; Cell type classification
Online: 31 August 2023 (08:47:16 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0307.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Color images segmentation; Particle Motion; Local Color Distance Images; Normal compressive vector field; Edge vector field
Online: 14 July 2020 (12:09:23 CEST)
ARTICLE
|
doi:10.20944/preprints201712.0100.v2
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
cold-water coral; carbonate mound; habitat mapping; spatial prediction; image segmentation; GEOBIA; random forest; accuracy, confidence
Online: 18 January 2018 (16:08:36 CET)
ARTICLE
|
doi:10.20944/preprints201706.0012.v3
Subject:
Engineering,
Control And Systems Engineering
Keywords:
deep convolutional neural networks; road segmentation; conditional random fields; landscape metrics; satellite images; aerial images; THEOS
Online: 5 June 2017 (06:39:54 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0922.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
Architectural heritage; Conservation of the Duomo di Molfetta; Deterioration of masonry; HBIM; Semantic segmentation; Scan to BIM
Online: 13 August 2024 (13:10:15 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0565.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
Key Words: Tongue Feature Extraction, Disease Diagnosis, segmentation, MobileNet V2 architecture, DenseNet 121 architecture, Convolutional Neural Network
Online: 8 April 2024 (13:02:06 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1527.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Internet of Things (IoT); Data mining; Customer Preferences; Customer Satisfaction; Customer Segmentation; Self Organizing Map; Decision Tree
Online: 20 December 2023 (10:24:49 CET)
ARTICLE
|
doi:10.20944/preprints202009.0257.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Face Detection; Kohonen Self-Organizing Feature Map(K-SOM); Skin Color Segmentation; K-Nearest Neighbour (KNN) Classifier
Online: 11 September 2020 (12:10:28 CEST)
ARTICLE
|
doi:10.20944/preprints201712.0108.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Plant phenotyping, Plant pixel classification, Colour space, , Gaussian mixture model, Earth mover distance, Variance ratio, Plant segmentation.
Online: 15 December 2017 (16:52:23 CET)
ARTICLE
|
doi:10.20944/preprints202404.0705.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Deep Learning; Remote Sensing; PaddlePaddle; Rooftop; Semantic Segmentation; EISeg; Asymmetric Neural Network; PP-LiteSeg; Deeplab3; Dual Attention Network
Online: 10 April 2024 (12:10:22 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2037.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Automatic Feature Extraction; Cadastral mapping; Fit-for-purpose; Interactive delineation; Mean-shift segmentation; Random Forest classification; Land administration
Online: 29 June 2023 (03:03:19 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0662.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Static gesture recognition; CNN; Color model transform; Skin color segmentation; Preprocessing; Data augmentation; Adam optimizer; Cross-Entropy loss
Online: 9 June 2023 (04:00:04 CEST)
ARTICLE
|
doi:10.20944/preprints201909.0139.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
computer-aided detection (CAD) system\and computerized tomography (CT) scan; acquisition; segmentation; Classification and Principal Components Analysis (PCA)
Online: 14 September 2019 (18:25:45 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0530.v2
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Image segmentation, Otsu’s thresholding, Two level thresholding, Three level thresholding, Error minimization, Bayes decision, Probability density function (PDF).
Online: 5 February 2019 (08:12:08 CET)
ARTICLE
|
doi:10.20944/preprints201812.0090.v3
Subject:
Engineering,
Control And Systems Engineering
Keywords:
deep convolutional neural networks; multi-class segmentation; global convolutional network; channel attention; transfer learning; ISPRS Vaihingen; Landsat-8
Online: 4 January 2019 (11:47:42 CET)
ARTICLE
|
doi:10.20944/preprints201811.0222.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
hyper point cloud (HPC); HPC-based intensity surface; percentile height; gridding; full waveform LiDAR; tree segmentation; vegetation structure
Online: 8 November 2018 (14:56:35 CET)
ARTICLE
|
doi:10.20944/preprints202405.0300.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Intraoperative surgery; monitoring surgical scene; convolutional neural network; U-Net; data augmentation; surgical tools segmentation; computer vision; image processing
Online: 7 May 2024 (02:32:36 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2176.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Intelligent information perception; point cloud registration; vehicle mounted MEMS LiDAR; SSM-NDT algorithm; self-adaptive segmentation model; autonomous vehicle
Online: 30 June 2023 (07:28:03 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2022.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
smart fusion approach; enriched semantic segmentation; LiDAR point clouds; images data; data fusion; prior knowledge; deep learning; urban environment
Online: 29 June 2023 (05:41:26 CEST)
REVIEW
|
doi:10.20944/preprints202305.2254.v1
Subject:
Medicine And Pharmacology,
Urology And Nephrology
Keywords:
autosomal dominant polycystic kidney disease; total kidney volume; cyst volume; non-cystic tissue; magnetic resonance imaging; segmentation; artificial intelligence
Online: 31 May 2023 (13:18:14 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
semantic segmentation; time series; clustering; deep learning; kernel density estimation; electromechanical actuator; data labelling; prognosis and health management; aeronautics
Online: 26 July 2021 (17:31:56 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1396.v1
Subject:
Computer Vision And Graphics,
Computer Science And Mathematics
Keywords:
Power Transmission Line Icing; Ice Detection; Image Segmentation; Edge Detection; Multi-Scale Retinex; Morphological Operations; Ice Thickness Measurement; Binocular Cameras; Monitoring Systems
Online: 20 August 2024 (09:23:10 CEST)
DATA DESCRIPTOR
|
doi:10.20944/preprints202304.0557.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
wheat grain; sunn pest; wheat species; seed quality; eurygaster; wheat species classification; sunn pest detection; wheat grain segmentation; deep learning; machine learning
Online: 19 April 2023 (07:20:56 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0363.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Oil spills; synthetic aperture radar (SAR); deep convolutional neural networks (DCNNs); vision transformers (ViTs); deep learning; semantic segmentation; marine pollution; remote sensing
Online: 25 October 2021 (15:42:36 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0209.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Unmanned Aerial systems (UAS); , RGB high resolution imagery; forest canopy gaps; understorey; vertical species diversity; microhabitat-bearing trees; contrast split segmentation; drone
Online: 12 July 2018 (05:36:22 CEST)
REVIEW
|
doi:10.20944/preprints202406.1747.v1
Subject:
Engineering,
Bioengineering
Keywords:
Organ-on-a-chip, OoC, Convolutional Neural Network, CNN, Review, Applications, device parameters, super-resolution, cell trajectories, image classification, image segmentation
Online: 25 June 2024 (08:44:50 CEST)
REVIEW
|
doi:10.20944/preprints202104.0739.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep neural network; survey; document images; review paper; deep learning; performance evaluation; page object detection, graphical page objects; document image analysis; page segmentation
Online: 28 April 2021 (10:17:49 CEST)
ARTICLE
|
doi:10.20944/preprints201806.0188.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
minimum noise fraction (MNF) transformation; object-based image analysis (OBIA); APEX hyperspectral imagery; Random forest (RF) classifier; multiresolution segmentation (MRS); tree species classification
Online: 12 June 2018 (10:55:07 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0902.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Scoliosis; Cobb’ s Angle; Land-marking; Segmentation; X-rays; Deep Learning; Contrast Adaptive Histogram Equalization (CLAHE); Serialization; Deserialization
Online: 13 August 2024 (10:48:47 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0058.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Autonomous Vehicles (AVs); LiDAR (Light Detection and Ranging); Point Clouds; Clustering Algorithms; Multi-Target Tracking (MTT); Object Detection; Sensor Fusion; Deep Learning; 3D Point Cloud Segmentation
Online: 2 May 2023 (05:04:57 CEST)
ARTICLE
|
doi:10.20944/preprints201608.0202.v2
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
HR satellite remote sensing; urban fabric vulnerability; UHI & heat waves; landsat & MODIS sensors; LST & urban heating; segmentation & objects classification; data mining; feature extraction & selection; stepwise regression & model calibration
Online: 26 October 2021 (13:11:23 CEST)