Concepedia

Marios Krestenitis

MK

7

Publications

401

Citations

7

H-Index

2019

Active since

Affiliations

Information Technologies Institute(Current)

Centre for Research and Technology Hellas

Democritus University of Thrace

iKnowHow (Greece)

Aristotle University of Thessaloniki

Marios Krestenitis is an author at Information Technologies Institute specializing in computer vision, engineering, and data science.

Top concepts

EngineeringData ScienceComputer VisionDeep LearningImage AnalysisMachine VisionComputer SciencePattern RecognitionDesignAssembly

Publications per year

2019–2024

7

Publications

7

Oil Spill Identification from Satellite Images Using Deep Neural Networks

Marios Krestenitis, Georgios Orfanidis, Konstantinos Ioannidis et al. · Remote Sensing · 2019 · 250 citations · Full text

Image Classification, Convolutional Neural Network, Image Analysis +15

CoFly-WeedDB: A UAV image dataset for weed detection and species identification

Marios Krestenitis, Emmanuel K. Raptis, Athanasios Ch. Kapoutsis et al. · Data in Brief · 2022 · 45 citations · Full text

A Machine Learning Framework for Real-Time Identification of Successful Snap-Fit Assemblies

Stefanos Doltsinis, Marios Krestenitis, Zoe Doulgeri · IEEE Transactions on Automation Science and Engineering · 2019 · 39 citations

Human-robot Collaborative Assembly, Engineering, Mechanical Engineering +28

End-to-end Precision Agriculture UAV-Based Functionalities Tailored to Field Characteristics

Emmanuel K. Raptis, Marios Krestenitis, Konstantinos Egglezos et al. · Journal of Intelligent & Robotic Systems · 2023 · 21 citations · Full text

Precision Agriculture, Deep Learning Module, Engineering +21

CoFly: An automated, AI-based open-source platform for UAV precision agriculture applications

Emmanuel K. Raptis, Konstantinos Englezos, Orfeas Kypris et al. · SoftwareX · 2023 · 19 citations · Full text

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