2019 International Symposium on Remote Sensing April 17-19, 2019

Howard Civil Service International House, Taipei, Taiwan

No.30, Sec. 3, Xinsheng S. Rd., Da’an Dist., Taipei City.

ISRS 2019| Program

ISRS2019 Agenda

Download schedule: ISRS2019_schedule_v4 (Updated:2019/04/02)


Session Rooms


Remote Sensing and Photogrammetry in Ocean Science


Prof. em. Dr. Armin Gruen
Institute of Theoretical Physics, ETH Zurich
armin.gruen@geod.baug.ethz.ch

Session: Keynote Speech (Convention Hall)
Date/Time: April 17 (13:50-14:40)

ABSTRACT

From: Daniel Cressey: Tropical paradise inspires virtual ecology lab. NATURE, Vol. 517, 15 January 2015

The Oceans are the last frontier on Earth. We know more about Mars and Moon than about our Oceans. At the same time the Oceans are very important for the future of humanity, in terms of utilization of its resources, the influence on weather and environmental conditions, and their use for transportation, communication, storage and even living.

The various techniques and procedures of Geomatics, encompassing Geodesy, Surveying, Photogrammetry and Remote Sensing, GIS, Cartography, play a decisive role in the recording, modeling, functional understanding, analysis and exploration of the Oceans. In this presentation we will focus on the role that Remote Sensing and Photogrammetry play in the Moorea Island Digital Ecosystem Avatar (IDEA) project. This international and highly interdisciplinary project has been initiated by several universities and research institutes (UC Berkeley, CNRS-EPHE, ETH Zürich, Oxford University, UC Santa Barbara and MCR LTER) in 2013. It is an extensive long-term project funded by diverse organizations. The Moorea IDEA Consortium currently involves more than 20 research groups with approximately 80 participants. The Moorea Island is part of French Polynesia and located in the Pacific Ocean in the southern hemisphere near Tahiti Island. It is one of the most researched islands in the world (Cressey, 2015; Davies, 2016). One of the main goals of the project is to transform data collected with many different sensors and other data sources into a virtual lab and test different scenarios to analyze the changes and the effect of human activities to our ecosystem. The island avatar shall include all sorts of data related to land, the marine environment and air, including climate, vegetation, geological and biological data, etc.

The main motivations for choosing the Moorea Island for this study are its location far from the continents, with not too many external effects, relatively small size with 13 km x 15 km, with a small number of inhabitants (ca. 17 000), and a large amount of data which has been collected since 1970 within several research projects. Besides the underwater topography, coral reefs and underwater species, the Moorea Biocode project codes all species larger than one millimeter living on the island (Moorea Biocode, 2017). When the project is completed, it will bring important novelties in ecosystem modelling (Cressey, 2015).

The models used within the Moorea IDEA Project can be categorized as:

  • Weather and climate
  • Physical oceanography
  • Hydrological
  • Land- and Seascape
  • Ecological
  • Social-ecological

Extensive description of the models and the research groups working on them can be found in the project website (mooreaidea.org). A variety of sensors and data is being used to respond to various questions: Existing maps and statistical data, high-resolution satellite images, existing (old) aerial images, various sonar systems, bathymetric (green) Lidar, UAV imagery over land and sea, underwater photogrammetric missions, etc.

This presentation describes some of the aspects of the project in detail and addresses the processing methods and the problems encountered during the processing of multi-sensor and multi-resolution data. The final physical 3D model, amended by landuse data and other semantic information will provide a presentation and a geospatial analysis platform to the project participants from many other disciplines.

Building on the Moorea Island Digital Ecosystem Avatar (IDEA) platform (http://mooreaidea.ethz.ch), our overall goal is to develop data-driven models of the spatio-temporal dynamics of all processes of relevance on land and in the sea. Advanced computational simulations will be developed. Through this presentation the value of Geomatics techniques, especially Remote Sensing and Photogrammetry, for Ocean Science becomes very evident.

References

Cressey, D. 2015. “Tropical paradise inspires virtual ecology lab.” Nature 517: 255–256. doi:10.1038/517255a
Davies, N., D. Field, D. Gavaghan, S.J. Holbrook, S. Planes, and M. Troyer. 2016. Simulating social-ecological systems: the Island Digital Ecosystem Avatars (IDEA) consortium. GigaScience 5:14. doi 10.1186/s13742-016-0118-5
Moorea Biocode, 2017. Retrieved September 20, 2017 from http://mooreabiocode.org/
United Nations, 2015. Transforming our world: the 2030 Agenda for Sustainable Development. A/RES/70/1 21.10.2015. Retrieved September 20, 2017 from http://www.un.org/ga/search/view_doc.asp?symbol=A/RES/70/1&Lang=E



ISPRS TC-W/8 Tutorial

Remote Sensing Applications using Google Earth Engine

Session: Room 204 (ISPRS TC-W/8 Tutorial)
Date/Time: April 18 (8:30-10:00)

WATARU TAKEUCHI
Professor
Affiliation: Professor, Dept. of Civil Engineering, The University of Tokyo; Senior Policy Analyst for Energy and Environment, Cabinet Office of the Government of Japan
E-mail: wataru@iis.u-tokyo.ac.jp
Expertise: Remote Sensing Satellite Image Processing, LULC Modelling in Urban, Agricultural and Forested Regions

ABSTRACT
This hands-on training session introduces Google Earth Engine (https://earthengine.google.com/) platform for Landsat 8 image classification. Google Earth Engine is a cloud-based remote sensing data processing platform. Specifically following topics shall be covered – 1. Motivation for cloud-based processing (10 min) 2. Introduction to Google Earth Engine interface (10 min) 3. Searching for images and displaying them (10 min) 4. Collecting training features in terms of points and polygons (15 - 20 min) 5. Supervised classification and saving the result to Google Drive (15 - 20 min) 6. (If time permits) Generating NDVI band, classification accuracy.

*Requirements for participants: Laptop with WiFi, Google Earth Engine account using a GMAIL account
(Signup at - https://signup.earthengine.google.com/ ).


Remote Sensing Applications using Google Earth Engine

Session: Room 204 (ISPRS TC-W/8 Tutorial)
Date/Time: April 18 (8:30-10:00)
(Teaching Assistant)

PRAKHAR MISRA
Post-doctoral Fellow
Affiliation: Post-doctoral Fellow, The University of Tokyo
E-mail: mprakhar@iis.u-tokyo.ac.jp
Expertise: Remote Sensing, Urban Air Pollution, Urban Land-use Modelling


Artificial Neural Network for Remote Sensing using Keras

Session: Room 204 (ISPRS TC-W/8 Tutorial)
Date/Time: April 18 (10:30-12:00)

CHAO-HUNG LIN
Professor
Affiliation: Head of Geomatics Dept., NCKU; Chair of ISPRS WG V/8
E-mail: linhung@mail.ncku.edu.tw
Expertise: Digital Image Processing, Remote Sensing, 3D Point Cloud Modelling, Computer Graphics

ABSTRACT
This tutorial will guide you through how to use Keras (https://keras.io/), which is a high-level neural networks API running on top of TensorFlow (https://www.tensorflow.org/), in Python to create artificial neural networks for deep learning. This tutorial is designed for beginners, aiming to introduce you the basics of Python deep learning:
  • You will first learn what Artificial Neural Networks are.
  • Then, the tutorial will shop you step-by-step how to use Python and its libraries to understand, explore and visualize your data.
  • How to preprocess your data. You will learn how to split your data in train and test sets, and how you can standardize your data.
  • How to build up multi-layer perceptrons and convolution neural networks for classification tasks.
  • How to compile and fit the data to these models.
  • How to use your model to predict target values, and how to validate the models that you have built.
*Requirements for participants: a laptop with the functions of GPU and WIFI.


Remote Sensing Open Data and Software

Session: Room 204 (ISPRS TC-W/8 Tutorial)
Date/Time: April 18 (13:30-15:00)

TEE-ANN TEO
Professor
Affiliation: Professor, Dept. of Civil Engineering, National Chiao Tung University
E-mail: tateo@mail.nctu.edu.tw
Expertise: Digital Photogrammetry, Remote Sensing, Lidargrammetry

ABSTRACT
This tutorial includes three hands-on topics on satellite remote sensing. The first topic uses EO browser (https://www.sentinel-hub.com/explore/eobrowser) for searching and downloading free satellite images. The second topic introduces fundamental functions from Orfeo toolbox (i.e. a library for remote sensing image processing, https://www.orfeo-toolbox.org/) for satellite image preprocessing and simple unsupervised classification. The last topic designs an automatic processing chain from Orfeo toolbox using a batch process.

*Requirements for participants: a laptop with WIFI.



ORAL

April 17, 2019 10:30 ~ 12:00
Convention Hall 【RS (1) Remote Sensing: Atmosphere】
Chair: Chian-Yi Liu
Paper # Author(s) Title
147 Hyunsu Lim, Jin-Hyung Park, Jun-Young Bok Design and Implementation of the Mission Planning System for the GK-2A Satellite Control
180 Shen-Cha Hsu, Chian-Yi Liu Data assimilation and quality control for infrared sounding during Typhoon Nepartak (2016)
183 Zixuan Xue, Jamrud Aminuddin, Nofel Lagrosas, Hiroaki Kuze Spatial and temporal variations of surface albedo distribution over Chiba Area from Himawari-8/AHI visible images
206 Chi-Hao Chiu , Chian-Yi Liu Evaluation of Retrieved Cloud Microphysical Properties from Himawari-8 Observation
213 Yung-Ching Lin , Chian-Yi Liu, Gin-Rong Liu Objective Prediction of Afternoon Thunderstorms in Taipei Basin
Room 201 【AP (1) Algorithm and Processing: Classification】
Chair: Yasushi Yamaguchi
Paper # Author(s) Title
003 Yasushi Yamaguchi, Shota Watanabe Characterizing urban sprawl patterns by using the sprawl elasticity index derived from remote sensing and population data
091 Jeark Principe, Wataru Takeuchi Supply and Demand Analysis of Solar PV as Off-Grid Option in the Asia Pacific Region with Remote Sensing and GIS
168 Minkyung Chung, Youkyung Han, Yongil Kim Object-based change detection with textural information in high-resolution satellite images
196 Shimpei Nakano, Gaku Kadosaki DEVELOPMENT OF HIGH FREQUENCY SNOW COVERAGE PRODUCT WITH HIMAWARI-8 MULTI-BAND DATA
201 Iva Nurwauziyah , Nurahida Laili , Chi-Kuei Wang Impervious Area Detection in Agriculture Land of Kaohsiung, Taiwan using Pleiades Satellite Images
Room 202 【PH (1) Photogrammetry: UAV Application】
Chair: Shih-Hong Chio
Paper # Author(s) Title
028 Yasuyuki Nabeshima, Shigeo Kusaki, Takamitsu Mori Landslide investigation by using UAV and TLS
088 Kai Chieh Hung, Jen Yu Han PRIMARY STUDY ON RIVERBED GRAIN SIZE ANALYSIS USING UAV IMAGES TECHNIQUES
120 Soohee Han Acquisition of Precise Images for Photogrammetric Measurement of Structures in Disaster Situations
171 Yi-Chan Hung, Wan-Ting Liao, Kuo-Hsin Tseng Pond Bathymetry Mapping and Water Storage Quantification from UAV and Low-cost Portable Sonar
226 Anjin Chang , Jinha Jung , Murilo Maeda , Juan Landivar UAV-based High Throughput Phenotyping (HTP) System for Crop Monitoring
Room 203 【ET (1) Emerging Technology: Big Data】
Chair: Chi-Yuan Huang
Paper # Author(s) Title
136 I-Chen Yang, Chih-Yuan Huang Facilitating Geospatial Web Resource Discovery based on the Semantic Web Technology
162 Yu-Jui Chang, Chih-Yuan Huang A Query-Dependent Spatial-Temporal Data Management Framework for Big Internet of Things Data
163 I-Sheng Tseng, Chih-Yuan Huang An Adaptive System for Effectively and Efficiently Representing Heterogeneous Time Series Data
169 Liang-Yi Chen, Chih-Yuan Huang An Open Internet of Thing Architecture Integrating oneM2M and OGC SensorThings API Standards
Room 204 【ET (2) Emerging Technology: SAR Application】
Chair: Shih-Yuan Lin
Paper # Author(s) Title
038 Pegah Hashemvand Khiabani , Wataru Takeuchi Assessment of biophysical suitability of Oil palm and its actual yield in Malaysian oil palm plantations
076 Yi-Shan Chiu, Shih-Yuan Lin Investigation of land stability over indigenous settlements using time series InSAR observations
133 Hyun-Woo Jo, YoungJin Ko, Halim Lee, Chul-Hee Lim, Woo-Kyun Lee Deep-learning based Rice Paddy Detection using High Resolution Time Series SAR Images (Sentinel-1)
141 Chen-Wei Lan , Shih-Yuan Lin Monitoring of Structure Deformation in Taipei City using Multi-temporal SAR Interferometry
214 A.K.Verma , Ranbir Nandan , Aditi Verma KNOWLEDGE BASED SYSTEM FOR CLASSIFICATION AND MONITORING THE CROP GROWTH BASED ON TIME SERIES ANALYSIS OF BACKSCATTERING COEFICIENT OF IMAGES OF SPACE-BORNE- SYNTHETIC APERTURE RADAR SENSORS
April 17, 2019 15:00 ~ 16:30
Convention Hall 【RS (2) Remote Sensing: Ocean】
Chair: Chian-Yi Liu
Paper # Author(s) Title
061 Chih-Hao Hsu, Tzu-Yin Chou, Jason C.S. Yu Ocean Upwellings around Taiwan Observed From Satellite Images
093 Xuan Truong Trinh, Wataru Takeuchi Seagrass distribution monitoring at the national scale for Vietnam during 1980s-2010s with Google Earth Engine.
110 Andriani Putri, Chih-Yuan Huang FUSING HIMAWARI-8 AND LANDSAT IMAGERY FOR AN EFFICIENT WATER COVERAGE MONITORING IN INTERTIDAL ZONES
224 Pham Minh Chau , Wang Chi-Kuei , Ante Huang The spatial-temporal distribution and variation of GOCI-derived suspended sediment along coastal water induced by a typhoon
230 Lamin O. Ceesay, Fuan Tsai Estimation of Water Depth from High Resolution Multispectral Satellite Imagery in Shallow Water Areas
Room 201 【SP (1) Sensor and Platform: LiDAR】
Chair: Chi-Kuei Wang
Paper # Author(s) Title
041 Han-Ching Hsieh, Shyh-Chian Tang, Wei-Chung Pan, Hsiao-Lung Pan, Wei-Hsuan Cheng A Comparison of Three Types of Terrain Laser Scanner for Measuring Single-Tree Attributes of Urban Forest
070 Zhenyu Zhang, Xiaoye Liu, Wendy Wright Airborne LiDAR data for rainforest boundary determination with fuzzy analysis
144 Sung-Hwan Park, Hyung-Sup Jung, Eun-Sook Kim, Jong-Hwan Lim Classification of forest vertical structure in Uljin Geumgang Pine Forest, Korea Using Full-waveform Lidar
164 Kuei-Chia Chen, Chi-Kuei Wang Assessing Gap fraction of tropical forest layers extracted from TLS data by Simulation
189 Hansae Kim, Kanghyeok Choi, Yongil Kim Multi-beam laser scanner self-calibration for mobile mapping system
Room 202 【PH (2) Photogrammetry: Calibration】
Chair: Jen-Jer Jaw
Paper # Author(s) Title
046 Jung-il Shin , Taejung Kim Introduction to the Development of CAS 500-1/2 Image Acquisition and Utilization System
069 Jun-Fu Ye, Jaan-Rong Tsay NEW PROGRESS AND TESTS ON WAVELET ADDITIONAL PARAMETERS FOR CAMERA SELF-CALIBRATION
154 Chia-Mien Chang, Jen-Jer Jaw MIXED PIXELS EFFECT MODELING OF LASER RANGEFINDER
156 Hsuan Yang, Jen-Jer Jaw ANALYZING THE OBJECT-TO-IMAGE CORRESPONDENCE ALTERVATIVES OF FISHEYE LENS BASED ON GEOMETRIC PROJECTION MODELS
187 Ya-Chu Chang, Yi-Hsing Tseng, Chao-Hung Lin AUTOMATIC CAMERA POSES RECOVERY BASED ON SIMULATED MICRO-SATELLITE IMAGE SEQUENCE
Room 203 【SI (1) Spatial Information: Spatial Model】
Chair: Pei-Fen Kuo
Paper # Author(s) Title
127 I Gede Brawiswa Putra, Hsu-Hsien Chen, Pei-Fen Kuo DEFINING THE EFFECT OF AIR POLLUTION AGAINST CRIME IN NEW SOUTH WALES
131 CHEN-HAN YANG, HONE-JAY CHU, BO-HUNG CHEN Improving Accuracy of Population Density Estimation with Night-Time Light Imagery
194 Xue-Min LU, Che-Min LIN, Sendo Wang Mapping Shallow S-wave Velocity of Taipei Basin by Using Improved Weighted Kriging.
197 Yoseop Ahn, Sujong Lee, Chul-Hee Lim,, Woo-Kyun Lee Study on Spatial Autocorrelation and Accuracy Change of Spatial Interpolation due to expanding Meteorological Observation
212 Cheng-Yen Wu, Pei-Fen Kuo The Spatial Relationships among Drunk-Driving Crashes and Various Characteristics of Alcohol Outlets
Room 204 【ET (3) Emerging Technology: SAR Detection】
Chair: Joong-sun Won
Paper # Author(s) Title
007 Shinichi Sobue, Kei Oyoshi, Takeo Tadono, Osamu Ochiai, Takao Fukuda, Haruchika Kamimura, Tomoki Miyashita, Akiko Noda ALOS-2 operation and its application
031 Minyoung Back, Joong-Sun Won 2-D Retrieval of Ship Velocity from the KOMPSAT-5 SAR Systems
130 Dochul Yang, Dong Kim, Horyung Jeong Doppler Centroid Estimation Method for Kompsat-6
146 Mohammad Daman Huri , Shou-Hao Chiang , Backscattering Analysis of Landslide using Sentinel-1 C-band SAR Imagery in Pacitan, East Java Indonesia

ORAL

April 18, 2019 08:30 ~ 10:00
Convention Hall 【RS (3) Remote Sensing: Geohazard】
Chair: Shou-Hao Chiang
Paper # Author(s) Title
111 Cheng-Wei Lin , Shih-Yuan Lin Extraction of Landslide Features using Spaceborne Optical and Radar images
126 Van-Trung Chu, Shou-Hao Chiang, Tang-Huang Lin Landslide detection and susceptibility mapping using Frequency ratio and Logistic regression in Nam Na River basin, Lai Chau Province, Viet Nam
129 Muhammad Zeeshan Ali, Hone-Jay Chu, Saleem Ullah, Muhammad Shafique, Asad Ali Landslide susceptibility assessment using fine resolution satellite data: A case study of Kashmir earthquake induced landslides in northern Pakistan.
153 Kahn-Bao Wu, Jen-Jew Jaw THE AUTOMATIC DETECTION OF DEEP-SEATED LANDSLIDE FEATURES FROM LIDAR DEM USING OBJECT-ORIENTED ANALYSIS WITH SUPPORT VECTOR MACHINE
172 Minho Kim Monitoring the catastrophic 2018 Mendocino complex wildfire using the Sentinel constellation
Room 201 【 RS (7) Remote Sensing: Space Science】
Chair: Lung-Chi Tsai
Paper # Author(s) Title
009 Alla V. Suvorova Flux enhancements of >30 keV protons under radiation belt during 23rd and 24th solar cycles
023 Brett Isham , Terrence Bullett , Björn Gustavsson , Nikolay Zabotin , Vasyl Belyey , Michael Rietveld MF/HF Radio and Radar Arrays for Imaging and Observation of the Ionosphere and Atmosphere
053 Alexei V. Dmitriev Long-term variation of precipitations from the outer radiation belt
089 Terry Bullett, Jusitn Mabie Rocket Induced Ionosphere Dynamics Measured with VIPIR
102 Alexander Karpachev Dependence of the ionospheric trough position on local time, geomagnetic and solar activity, hemisphere and longitude
Room 202 【ID (1) Interdisciplinary: Pollution and Sustainability】
Chair: Won-Ho Nam
Paper # Author(s) Title
034 Hangnan Yu, Woo-Kyun Lee, Jong Ryeul Sohn Chemical risk hotspot detection based on GIS and remote sensing techniques for Ulsan city in South Korea
122 Chong-En Li, Nae-Wen Kuo The Spatial Analysis of Low Food Access Areas in Taipei City
175 Nuntikorn Kitratporn, Wataru Takeuchi Assessing Impact of Seasonal Vegetation Dynamic and Drought on Elephant Crop-raiding Outside of Eastern Protected Area in Thailand
185 Jiwon Kim, Cholho Song, Woo-Kyun Lee Water-Food-Ecosystem change analysis in relation to Land degradation in Korea Peninsula
200 Halim Lee, Eunbeen Park, Hyun-Woo Jo, Sea Jin Kim, Jiwon Kim, Mina Hong, Young Jin Ko, Woo-Kyun Lee Assessing global drought vulnerability indices for improving water security in Mid-Latitude Region to achieve SDGs - Pilot Case Study of South Korea
Room 203 【SI (2) Spatial Information: Spatiotemporal Analysis】
Chair: Hone-Jay Chu
Paper # Author(s) Title
010 Tzu-Yi Chuang, Nei-Hao Perng, Jen-Yu Han Periodic Pavement Performance Assessment by Crowdsourcing Accelerating Analysis
077 Thuong V. Tran ,, Duy X. Tran , Hoa V. Pham ,, Soe W. Myint , Cho-ying Huang , Binh A. Nguyen , Dung Q. Nguyen , Hoanh, P. Trinh , Spatial Regression Approach in Estimating the Relationship between Electrical Conductivity and Spectral Salinity Indices Derived from Satellite Imagery: a Case Study in Ben Tre Province, Vietnam
107 Adillah Alfatinah , Hafsah Fatihul Ilmy , Michael Vashni I. R. , Muhammad Zeeshan Ali , Hone-Jay Chu FISHING GROUND DEFINING USING WATER QUALITY PARAMETERS
123 Nurrahim Dwi Saputra, Tanakorn Sritarapipat THE PERI-URBANIZATION PROCESS OF A SECONDARY CITY USING SPATIAL METRICS: THE CASE OF SURAKARTA, INDONESIA
193 Chui-Sheng Chiu, Cheng-Yen Wu, I Gede Brawiswa Putra, Pei-Fen Kuo DEFINING THE SPATIAL RELATIONSHIP BETWEEN TRAFFIC VIOLATIONS AND CRASH SEVERITY BY APPLYING A SPATIAL PANEL MODEL
April 18, 2019 10:30 ~ 12:00
Convention Hall 【RS (4) Remote Sensing: GNSS and Geodesy】
Chair: Kuo-Hsin Tseng
Paper # Author(s) Title
042 Seong-Jae Hong, Won-Kyung Baek, Huyng-Sup Jung Mapping Precise Two-dimensional Deformations in Kilauea volcano, Hawaii from ALOS2 PALSAR2 Spotlight images Using Conventional and Multiple-aperture Inteferometry
045 Won-Kyung Baek , Hyung-Sup Jung , Tae Sung Kim Source Modeling of Surface Deformation Related to the 2017 North Korea Nuclear Test Using SAR Offset Tracking
047 Wen-Zhe Wang, Feng-Yu Chu, Ming Yang Performance Assessment of RTK Positioning with a Multi-GNSS Dual-frequency Low-cost Receiver
105 Yu-Heng Tai, Fuan Tsai InSAR Application and Analysis for Monitoring Long-Term Deformation of A Highway Tunnel
174 Liu-Xuan Jian, Kuo-Hsin Tseng Spatiotemporal Pattern of Surface Deformation in Southwestern Taiwan Revealed by Densified SAR Time series
Room 201 【RS (9) Remote Sensing: Space Weather】
Chair: Alexei Dmitriev
Paper # Author(s) Title
021 Lung-Chih Tsai , Shin-Yi Su , Jun-Xian Lv Ionospheric electron density and irregularity observations using FS3/COSMIC GPS radio occultation data
066 Jong-Yeon Yun, Changhyu Ko, Jangsoo Lee Activities of Korean Space Weather Center on Ionosphere
215 Takuya Tsugawa, Hideo Maeno, Michi Nishioka, Takumi Kondo, Mamoru Ishii Current status and future plans of VIPIR ionospheric observation in Japan
231 Roland Tsunoda Ionosonde Cluster Studies of Equatorial Spread F
Room 202 【ID (2) Interdisciplinary: Air Quality】
Chair: Tang-Huang Lin
Paper # Author(s) Title
006 Samuel Takele Kenea, Young-Suk Oh, Jae-Sang Rhee, Tae-Young Goo, Young-Hwa Byun, Shanlan Li, Lev D. Labzovskii, Haeyoung Lee, Robert F. Banks Evaluation of simulated CO2 concentrations from CarbonTracker-Asia model using in-situ observations over East Asia for 2009-2013
064 Prakhar Misra , Wataru Takeuchi Use of Google Trends for assessing sensitivity of population to urban air pollution
090 Damwon So, Hyun-Ju Ban, Sungwook Hong A unique Asian dust detection algorithm based on MODIS observation
177 Xiafukaiti ALIFU, Nofel LAGROSAS, Prane Mariel ONG, Tatsuo SHIINA, Hiroaki KUZE Study of near surface aerosol properties with remote sensing and in-situ measurements
181 Eunbeen Park , Jiwon Kim , Su Gyung Park , Sea Jin Kim , Soo Jeong Lee , Woo-Kyun Lee A Study on development of geo-statistical Sand and Dust Storm indicators for DRR and SDGs: focus on Mid-Latitude
Room 203 【ID (3) Interdisciplinary: Natural Hazard】
Chair: Shyue-Cherng Liaw
Paper # Author(s) Title
011 Kent Thomas, Walter Chen, Kieu Anh Nguyen, Bor-Shiun Lin INFLUENCE OF FLOW DIRECTION ALGORITHM SELECTION ON THE SEDIMENT DELIVERY RATIO (SDR) ESTIMATION IN THE SHIHMEN RESERVOIR WATERSHED, TAIWAN
016 Bor-Shiun Lin, Chun-Kai Chen, Der-Wen Chang, Hsing-Chuan Ho, Kent Thomas Prediction Typhoon Event-triggered Soil Erosion in a Hillsople/Watershed Scales for Tseng-wen Reservoir in Southern Taiwan Using WEPP Model
019 Jian-Hao Song, Shyue-Cherng Liaw A Research of the Vulnerability of Natural Hazard in Yilan County
094 Tuan V. Truong , Thuong V. Tran , Duy X. Tran , Phu V. Phan , Tuan H. Nguyen , Hung N. Dao Examining Dynamics of Drought in the Cai Phan Rang Basin using Spatial Regression Approach and Google Earth Engine
190 Sea Jin Kim, Soo Jeong Lee, Jiwon Kim, Eunbeen Park, Su Gyeong Park, Woo-Kyun Lee Developing geo-statistical disaster vulnerability indices for disaster risk reduction
April 18, 2019 13:30 ~ 15:00
Convention Hall 【AI (1) Artificial Intelligence: Object Detection】
Chair: Yu-Ching Lin
Paper # Author(s) Title
025 Yu-Ching Lin, Wei-De Chen Aircraft detection in optical remote sensing images using YOLOv3 and AutoML approach
027 Pin-Xu Chen, Jiann-Yeou Rau Using AI and Photogrammetry Techniques for Excavator Monitoring
152 Manikandan Sathianarayanan, Pai-Hui Hsu HYPERSPECTRAL IMAGE CLASSIFICATION WITH DEEP LEARNING MODELS
157 Ming-Der Yang, Cloud Tseng, Yu-Chun Hsu, Hui Ping Tsai Enabling Smart Agriculture Applications with Edge Computing and Deep learning
218 Hung-Hsien Wan, Kuo-Hsin Tseng, Ying-Nong Chen Cloud Detection in Optical Remote Sensing Imagery through Machine Learning
Room 201 【NSPO FORMOSAT-5 Image Processing and Application】
Chair: Cynthia Liu
Paper # Author(s) Title
004 Shih-Chieh Chou, Feng-Tai Hwang , Ke-Hsin Huang An Analysis of FORMOSAT-5 Asynchronous Imaging Mode for Practical Application
058 Tun-Yu Liao, Li-Hsueh Chang, Nai-Yu Chen Horizontal Distribution of Air Pollution Retrieving from FORMOSAT-5
059 Yang-Chan Tseng , Peng-Yu Chen , Cynthia Liu The defect processing in Satellite Image Decompression
227 Li-Yu Chang , Fuan Tsai, Li-Hsueh Chang, Cynthia Liu Consistency verification of FORMOSAT-5 satellite imagery for change detection application
228 Kuo-Hsien Hsu, Yun-Shan Lee, Tang-Huang Lin Updating Optical Property Of FORMOSAT-5 Remote Sensing Instrument By In-orbit Relative And Absolute Radiometric Calibrations
Room 202 【AP (3) Algorithm and Processing: Fusion and Sharpening】
Chair: Chao-Hung Lin
Paper # Author(s) Title
002 Yuan-Fong Su Fractal geometry in Super-resolution mapping
037 Daehoon Yoo Structure-Texture Decomposition based Pan-sharpening Method
118 Achmad Junaidi, Chao-Hung Lin GRADIENT-BASED ADAPTIVE IMAGE SUPER RESOLUTION
135 Kangjoon Cho, Yongil Kim Sharpening algorithm of Landsat-8 TIR data for the urban area
150 Tri Wandi Januar, Tang-Huang Lin COMPARATIVE ASSESSMENT OF SPATIOTEMPORAL IMAGE FUSION METHODS IN BLENDING HIMAWARI-8 AND LANDSAT-8 THERMAL INFRARED BANDS
Room 203 【RS (5) Remote Sensing: Hydrology】
Chair: Sungwook Hong
Paper # Author(s) Title
079 Sumin Ryu, Young-joo Kwon, Sungwook Hong Development of the TVDI-based Soil Moisture Retrieval Algorithm using Himawari-8 Satellite Products
179 Wei-Han Ma, Kuo-Hsin Tseng Decadal Water Volume Variability of Siling Co in Central Tibetan Plateau Estimated by Multi-Satellite Data
217 Akira Iwasaki Evaluation of ASTER Global Water Database
223 Belay Manjur Gebru, Woo-Kyun Lee, Asia Khamzina, Emnet Negash Hydrological response of changing land use land cover on the dry Afromontane forest landscape, Northern Ethiopia
229 Manh Van Nguyen, Hone-Jay Chu, Chao-Hung Lin, Lalu Muhamad Jaelani Estimation of Chlorophyll-a Concentration in Turbid Inland Lake Using Feature Optimization of Optical Satellite Imagery

ORAL

April 19, 2019 08:30 ~ 10:00
Convention Hall 【AI (2) Artificial Intelligence: Change Detection】
Chair: Ying-Nong Chen
Paper # Author(s) Title
050 Wei-Cheng Zheng, Chia-Hsiang Lin, Kuo-Hsin Tseng, Chih-Yuan Huang, Tang-Huang Lin Criterion Design and Large-scale Optimization Algorithm for Blind Change Detection in Multispectral Images
078 Hunsoo Song, Yongil Kim A PATCH-BASED SUPERVISED APPROACH FOR CHANGE DETECTION IN HIGH RESOLUTION MULTISPECTRAL IMAGES
109 Li Wei, Chi-Kuei Wang Impervious Surface Detection Using Pleiades Image and Fully Convolutional Networks
188 Youngon Oh, Impyeong Lee Photovoltaic detection and monitoring using a multi-sensor drone
Room 201 【RS (6) Remote Sensing: Forestry and Agriculture】
Chair: Wataru Takeuchi
Paper # Author(s) Title
022 Bao-Hua Shao, Nan-Chang Lo, Kai-Yi Huang TO CAST THE SPATIAL PATTERNS OF RED CYPRESS REVRSELY FROM "TERRAIN-SHELTERBELT" PROTECTING TAIWAN FIR
036 Ashifur Rahman Shawon, Jonghan Ko Monitoring of soybean growth based on ground remote sensing and the GRAMI model
062 Haemi Park, Wataru Takeuchi Assessment of carbon sink response to temperature and precipitation with ENSO events in Indonesia
101 Md Rahedul Islam , Wataru Takeuchi IRRIGATED-RAINFED RICE AREA MAPPING WITH CLIMATIC PARAMETERS OVER BANGLADESH
145 Cho-ying Huang, Kai-Ting Hu Assessment of a spatial metabolic scaling theory approach for regional mapping of litterfall in a tropical montane cloud forest of the northeastern Taiwan
Room 202 【Open Source and Multi-level Education For Geospatial Technology】
Chair: Yi-Hsing Tseng
Paper # Author(s) Title
032 Chao-Hung Lin , Shih-Syun Lin, Bo-Yi Lin , Manh Van Nguyen Map Deformation with Metal Map
056 Liang-Yu Wu, Yi-Hsing Tseng OPEN-DATA BASED CONCEPT FOR SMART PARKING SOLUTION
071 Zhenyu Zhang, Xiaoye Liu Terrestrial laser scanning for building information modelling: teaching and practice
149 Ming-Chih Cheng, Chi-Ryong Chiou, Bo Chen, Cynthia Liu, Hsi-Ching Lin, I-Liang Shih, Chih-Hsin Chung, Huan-Yu Lin, Chiao-Ying Chou INITIATIVE OF TAIWAN DATA CUBE (TWDC): PROGRESS AND PERSPECTIVE
Room 203 【AP (4) Algorithm and Processing: Image Processing】
Chair: Hsuan Ren
Paper # Author(s) Title
024 Taeheon Kim, Changhui Lee, Won Hee Lee, Youkyung Han, Junho Yeom Comparative Analysis of Relative Radiometric Normalization Algorithms for Change Detection using KOMPSAT-3A MWIR Satellite Imagery
055 Hyunseob Baik, Kwang-Eun Kim Planetary analogue study of alunite hills at Southern Gobi Desert and Mars by Iterative Matched Filter (IMF)
073 Yishuo Huang, Xiangyang Chen A New Method to Depress the Haze Effects Illustarted on the Thermal Infrared Bands by Applying Intensity Inhomogenity
096 Lino Garda Denaro, Muhammad Aldila Syariz, Dewinta Heriza, Salwa Nabilah , Chao-Hung Lin RELATIVE RADIOMETRIC NORMALIZATION BASED HYBRID-KERNEL CANONICAL CORRELATION ANALYSIS (HK-CCA) BASED MULTIVARIATE ALTERATION DETECTION FOR LANDSAT 7 AND LANDSAT 8
103 Ryota Yamada, Nofel Lagrosas, Naohiro Manago, Hitoshi Irie, Hiroaki Kuze Measurement of cloud reflectance using a ground-based camera and a spectroradiometer
Room 204 【AP (2) Algorithm and Processing: Feature Extraction】
Chair: Pai-Hui Hsu
Paper # Author(s) Title
015 Nadeem Fareed, Chi-Kuei Wang Development of a Drainage Structures Extraction Algorithm From ALS Point Cloud Data Using Road Centerline Dataset
029 Sejung Jung, Jungwan Hong, Wonhee Lee, Youkyung Han Comparison of pixel-based, superpixels-based, and multiresolution-based approaches for unsupervised change detection of VHR satellite imagery
048 Hong-Yi Huang, Fuan Tsai ROAD NETWORK EXTRACTION USING HIGH-RESOLUTION SATELLITE IMAGES
155 Hsuan-Hsuan Liu, Jen-Jer Jaw REFINEMENT OF DENSE IMAGE MATCHING STRATEGY AND POINT CLOUD THROUGH MULTIPLE VIEWS
205 Ying-Ying Cheng, Pai-Hui Hsu HYPERSPECTRAL IMAGE CLASSIFICATION VIA INTEGRATION OF JOINT SPARSE REPRESENTATION WITH SPECTRAL AND SPATIAL INFORMATION
April 19, 2019 10:15 ~ 11:30
Convention Hall 【AI (3) Artificial Intelligence: Monitoring】
Chair: Impyeong Lee
Paper # Author(s) Title
108 Hong-Ping Lo, Chi-Kuei Wang Farmland Status Acquisition using Machine Learning and a Position and Azimuth aware Camera
178 Sangwoo Ham, Impyeong Lee Training Deep Learning Models with Korean National Geospatial Data for Semantic Segmentation of Drone Images
195 Gwangjoong Kim, Kanghyeok Choi, Yongil Kim AN EFFECT OF TRAINING DATA REMOVAL IN DEEP LEARNING BASED VISUAL PLACE RECOGNITION
Room 201 【RS (8) Remote Sensing: Coastal Zone】
Chair: Kuo-Hsin Tseng
Paper # Author(s) Title
065 Kuo-Hsin Tseng Improved Coastal Waveform Retracking Method for SAR Altimeter
114 Hsin-Ya Peng, Kuo-Hsin Tseng Monitoring Sediment Variation of Waisanding Sandbar by Multitemporal Satellite Imageries
184 Pei-Yun Tsai, Kuo-Hsin Tseng , Chi-Yuan Huang, Tsutomu Yamanokuchi, Tatsuyuki Sagawa Shallow Water Bathymetry of Dongsha Island Retrieved by Multiple Remote Sensing Data
Room 202 【SP (2) Sensor and Platform: IOT and System】
Chair: Tzu-Yi Chuang
Paper # Author(s) Title
001 Cheng-Che Sung , Tzu-Yi Chuang Intelligent Sewer Inspection with respect to Decision Support and Self-positioning
083 Nofel Lagrosas, Hiroaki Kuze Near-infrared detection of thin clouds using a ground-based camera system
115 Hafsah Fatihul Ilmy , Hsiang-Ju Cheng , Pei-Fen Kuo DETERMINATION OF WIRELESS SENSOR NETWORK (WSN) LOCATION FOR GREENHOUSE ENVIRONMENTAL MONITORING SYSTEM
119 Wei-Ching Lo , Chih-Yuan Huang LoRaWAN Positioning based on the Time Difference of Arrival Algorithm
Room 203 【SI (3) Spatial Information: DEM Generation】
Chair: Jhe-Syuan Lai
Paper # Author(s) Title
043 Theo Prastomo Soedarmodjo , Jiann-Yeou Rau Roof Segmentation and Regularization Using True-Orthoimage and DSM Generated by UAV Images
072 Yi-Fang Wang, Jaan-Rong Tsay Review on Practical Issues of Generation of 3D City Models by Using Point Cloud Data
075 Yu-Chu Tan, Jiann-Yeou Rau, Yu-Cheng Chen, Shih-Tang Lan & Tzu-Ping Lin Application of land surface classification by the 3D geospatial data for the exploration of urban thermal environment
Room 204 【PH (3) Photogrammetry: Mobile Mapping】
Chair: Taejung Kim
Paper # Author(s) Title
044 Sung-Joo Yoon, Taejung Kim PHOTOGRAMMETRIC FEATURE OPTIMIZATION AND BLUNDER DETECTION FOR STEREO VISUAL ODOMETRY
052 Cheng-Chu Chiang, Shih-Hong Chio The study on the feasibility of Land Revision with UAV photogrammetry
092 Elisabeth Johanna Dippold , Fuan Tsai IMAGE GEOMETRY ESTIMATION USING TWO-VIEW WINDOW OPERATION

POSTER (1)

April 17, 2019 16:30 ~ 18:00
Chair: Jen-Jer Jaw
Paper # Author(s) Title
005 Min-Lung Cheng, Masashi Matsuoka Combining Human Retina Operation and Binary-String Feature Descriptors for Image Matching Enhancement
008 Heejeong Seo, Hyangsun Han, Hoonyol Lee Analysis of seasonal and regional variation of the flow velocity on Campbell Glacier and David Glacier, East Antarctica, by using DDInSAR technique
013 Junho Yeom, Youkyung Han, Taeheon Kim Digital Terrain Model Extraction Using Weighted DEM Region Growing of UAV Data
014 Yeseul Kim, Geun-Ho Kwak, No-Wook Park Area-to-area filtered kriging for error correction of satellite-based products
017 Feng-Tai Hwang, Chian Chian Liou An Industrial Analysis of Space-based Earth Observation Industry
018 Jin-Ki Park, In-Youl Baek, Kang-Su Kwak, Won-Young Han, Jin-Woo Bae, Jong-Soo Ryu ANALYSIS OF SPECTRAL CHARACTERISTICS BASED ON DROUGHT AND HUMIDIFICATION BY SOYBEAN GROWING SEASON
020 Wan-Chi Chang, Jee-Cheng Wu Factor and Spatial Analyses of College Motorcyclist Accident in Yilan County
026 Chun-Ta Wei,Chung-Yu Liu,Ming-Ta Tsai Using Geographic Information System (GIS) to integrate the space science techniques of military Intelligence Preparation of the Battlefield (IPB)
033 Jaehong Oh, Changno Lee Extraction of Digital Elevation Model from Satellite Stereo Imagery Using Semi Global Matching
039 Taehwan Shin, Jonghan Ko,, Kyung Do Lee, Seungtaek Jeong, Ashifur Rahman Shawon, Kyu Ho So, Sang In Shim Monitoring of Barley and Wheat Productivity using a Crop Model Assimilated with Remote-controlled Aerial System-based Images
049 Young-Sik Mun, Won-Ho Nam, Min-Gi Jeon, Taegon Kim, Dae-Eui Kim, Tsegaye Tadesse Evaluation and comparison of satellite-derived rainfall products for hydroclimate extremes in East Asia
051 Chia-Hsiang Wang, Chia-Hsiang Lin, Kuo-Hsin Tseng Patch Similarity Guided Super-resolution Algorithm for Fusing Panchromatic and Multispectral Images
060 Po-Yuan Hsiao, Kuo-Wei Lan Observations of marine environmental variations in upwelling areas, frontal areas, non-upwelling areas around the Taiwan Bank
067 NGUYEN Thi Quynh Trang, Wataru TAKEUCHI Assessment of biomass burning impact on air quality in Southern Vietnam with WRF-Chem model and MODIS observations
074 Han-Hsia Wu, Jee-Cheng Wu Slope real-time monitoring and early warning system
080 Dong-Hyun Yoon, Won-Ho Nam, Hee-Jin Lee, Eun-Mi Hong, Dae-Eui Kim, Mark D. Svoboda Assessing the remotely sensed drought risk characteristics for agricultural drought monitoring using Evaporative Stress Index (ESI) in South Korea
081 Dae-Eui Kim, An-Kook Shin, Hyung-Jin Shin, Jaenam Lee, Won-Ho Nam Development of satellite-based agricultural drought early warning system in South Korea
082 Yeongjae Jang, Jaehong Oh Urban Change Detection Using Repeated Stereo Satellite Data
085 Pyung-Chae Lim, Junghoon Seo, Jonghwan Son, Taejung Kim Feasibility Study for 1:1000 Scale Map Generation from various UAV images
086 Takashi Aoyama Monitor of marine debris in the Sea of Japan using satellite image data
095 Noel Iván Ulloa , Shou-Hao Chiang HOTSPOT ANALYSIS OF FLOOD EVENTS IN SOUTH TAIWAN USING SENTINEL 1 IMAGERY AND GOOGLE EARTH ENGINE
097 Hee-Jin Lee, Won-Ho Nam, Dong-Hyun Yoon, Taegon Kim, Eun-Mi Hong, Dae-Eui Kim, Tsegaye Tadesse Building the vegetation drought response index for North Korea (VegDRI-NKorea) to monitor drought-related vegetation stress
098 Pei-Hsuan Wei, Kuo-Hsin Tseng Yield Forecast and Loss Assessment of Paddy Rice from Satellite Observations
104 Yuhan Zheng, Wataru Takeuchi Remote sensing analysis of the mangrove ecosystem at Zhejiang province in China
113 Chun-Kai Hung, Peter T.Y. Shih Mapping with Sentinel-1 for 20180823 Southern Taiwan Flood
117 DooChun Seo GEOMETRIC ACCURACY VERIFICATION OF KOMPSAT-3A IMAGE BASE ON KARI GEO-CAL/VAL SITE
121 Yuji Sakuno, Ayu Lana Nafisyah, Kazuhiko Koike Estimation of turbidity distribution flowing out of Indonesian mangrove forest by Sentinel-2 data - September 2017
125 Joongbin Lim, Kyoung-min Kim Classification of major tree species based on machine learning using Sentinel 2 and spectral library
134 Yen-Yi Wu, Shih-Yuan Lin Assessment of Interferometric SAR-based Digital Elevation Model
138 Seungtaek Jeong, Jonghan Ko, Jong-Min Yeom Nationwide Projection of Rice Yield Using a Crop Model Integrated with Geostationary Satellite Imagery: A Case Study in South Korea
142 Kwanchul Kim Effects of aerosols on the Korean Peninsula Caused by Fireworks in China during Chinese Lunar New Year
143 Sujong Lee, Sungeun Cha, Eunbeen Park, Hyunwoo Jo, Hangnan Yu, Moonil Kim, Wookyun Lee Detection and Comparison of Forest Cover Change using Vegetation Index(VI) and time-series satellite imagery : Focusing on Gangwon-do between South and North Korea
148 Cholho Song, Jiwon Kim, Eunbeen Park, Dongfan Piao, Mina Hong, Youngjin Ko, Woo-Kyun Lee Land Neutralization Assessment Using Changes of Land Covers and Net Primary Productivity in Northeast Asia
151 Yoshinobu Kato An attempt to discriminate between Asian dust and PM2.5 using MODIS data
170 Sungjae Park, Chang-Wook Lee Monitoring of ice dynamics on caldera lake Chun-ji using TerraSAR-X imagery
198 Donghan Kim, Sang-Wan Kim Ship detection based on Kompsat-5 and AIS for operational ship surveillance
203 Heeran Ahn, Sungwoo Jung, Sooahm Rhee Analysis of vertical accuracy of DEMs generated from KOMPSAT-3A imagery
204 Seung-Chul Lee, Duk-Jin Kim, Ki-Mook Kang Generation of SAR ATI data and extraction of moving target velocity using EM simulator
207 Young Cheol Kim, Duk-jin Kim, Seung-Chul Lee MONITORING THE DISPLACEMENT OF HONG KONG-ZHUHAI-MACAO BRIDGE BY TIME-SERIES INTERFEROMETRY USING SENTINEL-1 DATA
208 Minyoung Jung, Minkyung Chung, Yongil Kim Assessing drought-induced damage in rice fields during planting season in Korea using Sentinel-1 data
216 Chiho KANG, Mi-Ri KIM, Ho-Il CHO Ocean surfaces under typhoons and hurricanes observed using KOMPSAT-5 wide swath SAR

POSTER (2)

April 18, 2019 15:30 ~ 17:00
Chair: Jen-Jer Jaw
Paper # Author(s) Title
012 Jhe-Syuan Lai , Fuan Tsai Adjusting the machine learning based classification decision boundary for improvement of landslide susceptibility models
030 Hang T. Do , Venkatesh Raghavan , Go Yonezawa MEDIUM AND LOW SPATIAL RESOLUTIONS REMOTE SENSING DATA FOR MULTI-SCALE TERRACE CLASSIFICATION
035 Chieh-Ting Chou, Yi-Shan Li,Chi-Shun Hsueh,Yen-Te Li Investigation of the Jamming Interference of Global Navigation Satellite Positioning System
040 Ching-Te Lin, Jun-Hong Wu, Ming-An Lee Compared two different Uroteuthis edulis’ HSI models in the northern waters, Taiwan
054 Pei-Cheng Chen, Tee-Ann Teo AUTOMATED ROAD-OBJECT EXTRACTION FOR HIGH-DEFINITION MAP FROM MOBILE MAPPING SYSTEM
057 Shao-Wei Huang, Tee-Ann Teo AUTOMATED ROADMARK EXTRACTION FOR HIGH-DEFINITION MAP FROM MOBILE LIDAR SYSTEM
063 Chung-Chi Yang ,Yu-Ting Zeng, Chih-Da Wu Land-use Regression Models for Predicting the Spatial-temporal Variability of NOx in Taiwan
068 Yong-Suk Lee, Sung-Hwan Park, Hyung-Sup Jung Forest Vertical Structure Mapping in Gongju city, Korea from Sentinel-2 Images Using Artificial Neural Network
087 Hyun Yang Deep Learning-based Methodology to Predict Abnormally High Water Temperatures using Satellite Big Data
099 Guanyu Yan, Wataru Takeuchi Thermal Infrared Assisted Optical Pattern Recognition for Human Detection
100 Young-Sil Kwak, , Jaeheung Park, Jinwook Han, Jae-Woo Park, Terry Bullett, Mamoru Ishii Ionospheric oblique sounding observations between Korea and Japan using VIPIRs: Preliminary results
106 Chien-Hui Chen, Pai-Hui Hsu OBJECT-BASED CHANGE DETECTION METHOD APPLIED TO HIGH RESOLUTION AERIAL ORTHO IMAGERY
112 Honglyun, Park, Jaewan, Choi, Mira, Jeong, Hoseong, Choi, Doochun, Seo Spatial resolution enhancement of KOMPSAT-3A IR image by fusing IR and multispectral images
124 Min-A KIM, Gabho Jeun, Daewon Chung,Jamyoung Koo, Seunghyun Jeon Developed prototype of automation system for satellite image cloud analysis based on Artificial Intelligence
132 Chul-Soo Ye Feature weight determination based on class separability
137 Won-Woo Seo, Hwa-Seon Lee, Kyu-Sung Lee EVALUATION OF THE POTENTIAL OF HIGH SPATIAL RESOLUTION SATELLITE IMAGERY FOR DETECTING OAK WILT INFECTED TREES
139 Ahram Song, Jaewan Choi, Yongil Kim, Kanghyeok Choi, Hunsoo Song Change Detection of Multi-temporal High Resolution Satellite Images Using Transfer Learning and Recurrent Fully Convolutional Network
140 Sungeun Cha, Hyun-Woo Jo, Moonil Kim, Cholho Song, Woo-Kyun Lee The estimation of growing stock volume (GSV) using remotely sensed data
158 Min-Gi Jeon, Won-Ho Nam, Young-Sik Mun, Eun-Mi Hong, Dae-Eui Kim. Evaluating a satellite-based reference evapotranspiration product in the USAID Famine Early Warning System Network for Korea
159 JungNam Jun, EunA Cho, EunSuk Lim, DaeWon Chung Technology development of automatic scheduling Based on constellation operation for Earth Observation Satellite
160 Sunmin Lee,, Moung-Jin Lee, Kong-Hyun Yun Forest Cover Change Estimation Using Multi-temporal Landsat images and Artificial Neural Network
161 Ding-Jyun Wang, Peter T.Y. Shih A Preliminary Comparative Evaluation of Trimble RTX with CSRS-PPP
165 Kong-Hyun Yun , Yeong Sun Song, Gihong Kim Estimation of shoreline change rates using terrestrial laser scanning data
166 Kong-Hyun Yun , Gihong Kim Airborne Digital Image Multi Label Classification Using Deep Learning Approach
167 Tae-Ho Kim, Seungryong Kim, Chan-Su Yang Application of Convolutional Neural Network Model to Classify Coastal Water Features
173 Sol-E Choi, Hannan Yu, Eunbeen Park, Jiwon Kim, Boyoung Ham, Woo-Kyun Lee Temporal analysis of settlement area for greenhouse gas inventories using remote sensing and spatial data
182 Chih-Yuan Huang, Hsin-Hsien Chen, Hui-Hung Yu, Shyi-Ching Lin, Jung-Hong Hong, Mei-Hsin Chen, Wen-Shan Lo An Experience Sharing of Designing and Constructing an Interoperable Internet of Things Cyber-infrastructure in Taiwan
186 Doyoung Jeong, Yongil Kim Super-Resolution of Landsat-8 Images Using Convolutional Neural Network with Sentinel-2
191 Chun-Wei Hu, Ming-An Lee, Cheng-Hsin Liao, Yu-Cheng Chang Using Himawari satellite data to explore feasibility of the squid fishing condition change around Penghu sea area
192 Yi-Liang Shih,His-Ching Lin,Jiu-Fu Huang,Jun-Yi Wu,Lung-Cheng Lee, T. C. Tsai , Ming-Lin Shieh Acceleration in the Data Processing Framework of Digital Terrain Model
199 Keunyong Kim, Euihyun Kim, Jesus Shin, Joo-Hyung Ryu Drifting Velocity Estimation of Floating Macroalgae in the Yellow Sea and East China Sea based on hourly GOCI images
202 Uen-Ching Ng,Chih-Da Wu , Ya-Ping Hsiao , Shih-Chun Candice Lung ,, Spatial-temporal Variations of Maximum Temperate in Taiwan from 2000 to 2016 using Land-use Regression
209 Jisun Shin, Keunyong Kim, Joo-Hyung Ryu Quantification of Margalefidinium polykrikoides blooms in the South Sea of Korea using hyperspectral imagery
210 Yunhyuk Hwang, Sooahm Rhee OPTIMAL STEREO PAIR SELECTION TECHNIQUE FOR POINT CLOUD GENEREATION FROM UAV IMAGES
211 Hyoungseok Ryu, Keun-yong Kim, Impyeong Lee, Joo-Hyung Ryu Improvement of Direct Georeferencing using Unmanned Aerial Vehicle Images Acquired at the Maritime
219 Horyung Jeong, Donghyun Kim, Dochul Yang, Donghan Lee KOMPSAT-5 geo-location accuracy enhancement by applying precise orbit and offset compensation
220 Cheng-En Song, Yi-Chin Chen, Su-Fen Wang Improving the Assessment of Net Primary Productivity Loss after Landslide by Topographic Correction
221 Wei-Hsin Tseng, Nguyen-Thanh Son , Cheng-Ru Chen, Chi-Farn Chen Leaf area index derived from wireless camera sensor network
225 Anjin Chang , Jinha Jung , Junho Yeom , Inho Choi Building Change Assessment for Disaster Damage using Unmanned Aerial System (UAS)