About
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Remote Sensing and Artificial Intelligence's Researcher
Lino was born in Batam, Indonesia. He received the B.Eng. degree in Department of Geomatics Engineering from Institute of Technology Sepuluh Nopember (ITS) Surabaya, Indonesia (2011-2015). Afterward, He got a scholarship in Taiwan to continue studying in the geomatics field for his master's degree (2016-2018) and followed by his doctoral degree (2018-2022). In 2019, during his doctoral degree, He got Ph.D candidate through the qualification exam and oral presentation. Furthermore, He graduated his Doctoral degree program in February 2022 with 6 papers and 1 paper in the submission process. Currently, He works as a Post-doctoral Fellow at National Taiwan University, Taiwan. His current research interests include remote sensing (ocean color, inland water, land cover change analysis, environmental analysis, air pollution, ground water analysis), hyperspectral and Fluorescence, atmospheric correction, digital image processing and computation, deep learning, change detection and hotspot segmentation.
- Work: Post-doctoral Fellow
- Language: English, Indonesia, Java, Melayu, Chinese
- Mail-1: [email protected]
- Mail-2: [email protected]
Skills
- Change Detection Analysis, Land Analysis, Ocean Color (Chl-a, Total Suspended Solid), Air Pollution (PM2.5,10), Ground Water Analysis, Hotspot Area, Environmental Analysis, Hyperspectral and Solar-induced Fluorescence (SIF)
- Histogram Processing, Image Filtering (Frequency and Spatial Domains using Fourier Transform), Morphological Image, Restoration and Reconstruction, Image Segmentation, Feature Extraction, and Image Pattern Classification
- MATLAB, Python (Anaconda, PyCharm, Jupyter, Colab), C#, SQL, R, Java, Java Script (Google Earth Engine - GEE)
- Deep Learning (Dense Neural Network, Convolutional Neural Network), Water-Net, DensNet, ResNet, U-Net, Y-Net
- Reinforcement Learning
- Generative Adversarial Network
- Transfer Learning
- Remote Sensing Software (BEAM Visat, SNAP, ENVI, Q-GIS, Arc-Map, GEE etc)
- Video Editor (Adobe premier Pro), LumaFusion
- 3D Modelling (PIX 4D Mapper, AutoCAD, Agisoft Photoscan, Australis, Cloud Compare)
- 2D Design (Corel Draw, Photoshop, Lightroom, Raw power)
- Office Applications
- LaTeX
Resume
Education
Doctorate Degree
2018 - 2022
National Cheng Kung University, Taiwan
Departement of Geomatics
GPA = 3.9
Master Degree
2016 - 2018
National Cheng Kung University, Taiwan
Department of Geomatics
GPA = 3.9
Bachelor Degree
2011 - 2015
Institute of Technology Sepuluh Nopember (ITS), Indonesia
Departement of Geomatics Engineering
GPA = 3.38
Professional Experience
Assoc. Researcher
2024 - Present
National Research and Innovation Agency (BRIN), Indonesia
Post-doctoral Fellow
2022 - Present
National Taiwan University (NTU), Taiwan
Guest lecturer
4 March 2024
National Cheng Kung University (NCKU) Tainan, Taiwan
Guest lecturer (Praktisi Mengajar, Kampus Merdeka)
August 2022 - December 2022
Nusantara PGRI (UNP) Kediri, Indonesia
Student Research Assistant
-
February 2018 - January 2022
Geo-Artificial Intelligence Lab., NCKU, Taiwan
-
February 2016 - January 2018
Digital Geometry Lab., NCKU, Taiwan
Research
Publication
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Journal of Applied Remote Sensing (August 2018)
Pseudoinvariant feature selection for cross-sensor optical satellite images
Lino Garda Denaro, Bo-Yi Lin, Muhammad Aldila Syariz, Lalu Muhamad Jaelani, and Chao-Hung Lin
IF=1.53
-
ISPRS Journal of Photogrammetry and Remote Sensing (November 2018)
Spectral-consistent relative radiometric normalization for multitemporal Landsat 8 imagery
Muhammad Aldila Syariz, Bo-Yi Lin ,Lino Garda Denaro, Lalu Muhamad Jaelani, Manh Van NGuyen, and Chao-Hung Lin
IF=8.109
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The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (February 2019)
Hybrid Canonical Correlation Analysis and Regression for Radiometric Normalization of Cross-Sensor Satellite Images
Lino Garda Denaro, Chao-Hung Lin
-
IEEE Geoscience and Remote Sensing Letters (March 2019)
Pseudoinvariant feature selection using multitemporal MAD for optical satellite images
Bo-Yi Lin, Zhi-Jia Wang, Muhammad Aldila Syariz, Lino Garda Denaro, Chao-Hung Lin
IF=3.966
-
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium (July 2019)
Nonlinear relative radiometric normalization for Landsat 7 and Landsat 8 imagery
Lino Garda Denaro, Chao-Hung Lin
-
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (February 2020)
Hybrid canonical correlation analysis and regression for radiometric normalization of cross-sensor satellite imagery
Lino Garda Denaro, Chao-Hung Lin
IF=3.784
-
International Journal of Applied Earth Observation and Geoinformation (May 2024)
Reconstructing fresh green leaf spectra in the SWIR-2 region (2001–2500 nm) collected in a humid environment by referring to publicly available green leaf spectral databases
Lino Garda Denaro, Hsin-Ju Li, Jie-Yun Chong, Cho-ying Huang
IF=7.5
-
Under submission process in Q1 international journal (SCIE indexed in October 2024)
Surface Reflectance Bias Removal Using Constrained Harmonization for Optical Satellite Imagery
Lino Garda Denaro, Chao-Hung Lin
IF=>3
Reviewer
IEEE - Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IEEE - Transaction on Geoscience and Remote Sensing
IEEE - International Journal of Remote Sensing
Remote Sensing
Sustainability
Applied Sciences
Conference
Asian Conference on Remote Sensing (ACRS) - Vietnam, 2021
PhilGeos (GeoAdvences) Paper 2 - Philippine, 2019
PhilGeos (GeoAdvences) Paper 1 - Philippine, 2019
Asian Conference on Remote Sensing (ACRS) - Korea, 2019
International Symposium on Remote Sensing (ISRS) - Taiwan, 2019
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Japan, 2018
International conference of SG37 - Taiwan, 2018
International Conference of Indonesia Society for Remote Sensing (ICOIRS) - Indonesia, 2017
International Symposium on GNSS (ISGNSS) - Taiwan, 2016
International conference of SG36 - Taiwan, 2016
Award & Achievement
Ph.D Distinguished Scholarship - NCKU, Taiwan
2018 - 2022
Ministry of Science and Technology (MOST) Scholarship, Taiwan
2018 - 2022
Invited Speaker of PhilGeos Conference, Philippine
2019
Best Presenter of International Conferences of Indonesian Society for Remote Sensing (ICOIRS), Indonesia
2017
M.Sc Distinguished Scholarship - NCKU, Taiwan
2016 - 2018
Ministry of Science and Technology (MOST) Scholarship, Taiwan
2016 - 2018
Analyst Surveyor License (Indonesian Surveyors Association)
2015
Van Deventer-Maas Scholarship (VDMS)