國立中央大學
教師個人簡歷
現職
國立中央大學
太空及遙測研究中心
副教授
國立中央大學
課外活動組
組長
專長
網路地理訊系統
物聯網數位基礎建設
數位孿生
影像辨識
Web-based Geographic Information System
Internet of Things Cyber-infrastructure
Digital Twin
Image Recognition
專長簡述
網路地理訊系統、物聯網、數位孿生、影像辨識
最高學歷
加拿大University of Calgary
Geomatics Engineering
博士
科技部學門領域
政府GRB研究專長領域
教育部學門領域
國科會計畫統計
-
基於多元遙測技術與地理人工智慧發展三色碳匯國土數位孿生系統的落地研究(2/2)
1150601~1160531
[三色碳匯,多元遙測數據,地理人工智慧,國土數位孿生系統,協作回饋,落地應用 , Three types of carbon sinks(Green, Yellow, Blue Carbon Sinks),Multisource remote sensing data,Geospatial Artificial Intelligence (Geo-AI),National digital twin system,Collaborative feedback,Practical application] -
基於數位孿生與多元空間資訊技術之綠島永續發展計畫-基於數位孿生與多元空間資訊技術之綠島永續發展計畫(3/3)
1140801~1150731
-
整合地理資料之多攝影機移動物件追蹤技術研發及應用
1100801~1110731
[移動物件追蹤,CCTV攝影機,互操作性,物聯網,語意網 , moving-object tracking,CCTV camera,interoperability,Internet of Things,semantic web] -
開放式智慧國土之感測物聯網基礎建設技術研發(II)
1090801~1100731
[開放式感測物聯網,互操作性,無線網路定位,巨量資料管理,智慧國土 , Open Sensor Web & Internet of Things,interoperability,positioning,big data management,smart homeland] -
地理網路資源語意化、個人化、及社群化搜尋機制研發
1090801~1100731
[地理網路,資源搜尋,排序,個人化,社群化,語意學 , Geospatial Web,resource discovery,ranking,personalization,socialization,semantic] -
開放式智慧國土之感測物聯網基礎建設技術研發(II)
1080801~1090731
[開放式感測物聯網,互操作性,無線網路定位,巨量資料管理,智慧國土 , Open Sensor Web & Internet of Things,interoperability,positioning,big data management,smart homeland] -
開放式智慧國土之感測物聯網基礎建設技術研發
1070801~1080731
[開放式感測物聯網,互操作性,無線網路定位,巨量資料,智慧國土 , Open Sensor Web & Internet of Things, interoperability, positioning, big data management, smart homeland] -
開放式地理網路資源搜尋之全方案
1070801~1080731
[地理網路,資源搜尋,排序,社群網路,語意學 , Geospatial Web,resource discovery,ranking,social network,semantic,] -
全球感測網資料流管理系統之設計及開發
1060801~1070731
[全球感測網,資料流管理系統,連續式查詢處理,地理空間基礎建設 , World-Wide Sensor Web, Data Stream Management System, Continuous Query Processing, Geospatial Cyberinfrastructure] -
開放式地理網路資源搜尋之全方案
1060801~1070731
[地理網路,資源搜尋,排序,社群網路,語意學 , Geospatial Web,resource discovery,ranking,social network,semantic,] -
開放式地理網路資源搜尋之全方案
1050801~1060731
[地理網路,資源搜尋,排序,社群網路,語意學 , Geospatial Web,resource discovery,ranking,social network,semantic,] -
開放式地理網路搜尋引擎之設計及開發
1040801~1050731
[Geospatial Web, Search Engine, Ranking, Social Network ] -
應用空間資訊技術於農業監測資料與產量模式預測之研究-農業監測感測網與志願式空間基礎建設之設計及建造(子計畫二)
1040801~1050731
期刊著作
-
A precise dosing system based on a coagulation reaction model for water treatment
Journal of Water Process Engineering, 70, 2025-02-01
[ Coagulation reaction model,Machine learning,Mixing speed,Precise dosing,Water treatment ] -
High spatial–temporal image fusion model for retrieving aerosol optical depth based on top-of-atmosphere reflectance
Remote Sensing Applications: Society and Environment, 37, 2025-01-01
[ Aerosol optical depth (AOD) retrieval,Himawari-8,Spatial–temporal image fusion,SPOT-6,TOA-STFM ] -
Measurement of Cracks in Concrete Bridges by Using Unmanned Aerial Vehicles and Image Registration
Drones, 7, 6, 2023-06-01
[ concrete,crack,image registration,measurement,unmanned aerial vehicle (UAV) ] -
An Ontology Integrating the Open Standards of City Models and Internet of Things for Smart-City Applications
IEEE Internet of Things Journal, 9, 20, 20444-20457, 2022-10-15
[ City models,Internet of Things (IoT),ontology,open standard,smart city ] -
Bathymetry derivation in shallow water of the South China Sea with ICESat-2 and Sentinel-2 data
Journal of Applied Remote Sensing, 15, 4, 2021-10-01 -
An adaptively multi-attribute index framework for big IoT data
Computers and Geosciences, 155, 2021-10-01
[ Adaptivity,Data management,Index,Multi-attribute,Selectivity ] -
A semi-empirical scheme for bathymetric mapping in shallow water by ICESat-2 and Sentinel-2: A case study in the South China Sea
ISPRS Journal of Photogrammetry and Remote Sensing, 178, 1-19, 2021-08-01
[ Coastal Bathymetry,Electronic Navigation Chart,LiDAR,Zones of Confidence ] -
高時空融合影像在氣膠光學厚度反演之應用
航測及遙測學刊Journal of Photogrammetry and Remote Sensing, 25, 2, 51-69, 2020-06-01
[ 高時空影像融合,自適應時空反射率融合模式（STARFM）,氣膠光學厚度（AOD）,同時輻射率定法 ] -
Modifying an image fusion approach for high spatiotemporal LST retrieval in surface dryness and evapotranspiration estimations
Remote Sensing, 12, 3, 2020-02-01
[ High spatiotemporal retrieval , Landsat-8 OLI and Himawari-8 AHI , LST , Surface dryness and evapotranspiration , Thermal emission , TIR image fusion ] -
Applying OGC sensor web enablement standards to develop a TDR multi-functional measurement model
Sensors, 19, 19, 2019-10-01
[ Interoperability , Sensor Observation Service (SOS) , Time-domain reflectometry (TDR) ] -
An automatic embedded device registration procedure based on the ogc sensorthings api
Sensors, 19, 3, 2019-02-01
[ Internet of Things,Interoperability,OGC SensorThings API,Plug and play,Sensor web ] -
Improving the image fusion procedure for high-spatiotemporal aerosol optical depth retrieval: A case study of urban area in Taiwan
Journal of Applied Remote Sensing, 12, 4, 2018-10-01
[ aerosol optical depth , atmospheric effect , high-spatial-temporal image fusion , Himawari-8 Advanced Himawari Imager , Landsat-8 Operational Land Imager , short-wave infrared spectrum ] -
AHS model: Efficient topological operators for a sensor web publish/subscribe system
ISPRS International Journal of Geo-Information, 6, 2, 2017-02-01
[ Publish/subscribe , Topological operator , Worldwide sensor web ] -
A web service protocol realizing interoperable internet of things tasking capability
Sensors, 16, 9, 2016-09-01
[ Internet of things , Interoperability , OGC SensorThings API , Tasking capability ] -
GeoWeb Crawler: An extensible and scalable web crawling framework for discovering geospatial web resources
ISPRS International Journal of Geo-Information, 5, 8, 2016-08-01
[ GeospatialWeb , Open Geospatial Consortium , Resource discovery , Web crawler ] -
全球感測網之發展現況與未來議題探討
國土測繪與空間資訊, 4, 1, 25-40, 2016-01-01
[ 全球感測網,地理空間數位基礎建設,開放地理資訊系統 ] -
Implementation and evaluation of four interoperable open standards for the internet of things
Sensors, 15, 9, 24343-24373, 2015-09-22
[ CoAP , Internet of things , Interoperability , IoT device , OGC SWE , PUCK , Sensor , Sensor observation service , SensorThings ] -
The Open Geospatial Consortium Sensor Web PivotViewer: An innovative tool for worldwide sensor web resource discovery
International Journal of Digital Earth, 7, 9, 761-769, 2014-01-01
[ Open Geospatial Consortium , resource discovery , worldwide sensor web ] -
A sensor data mediator bridging the OGC Sensor Observation Service (SOS) and the OASIS Open Data Protocol (OData)
Annals of GIS, 20, 4, 279-293, 2014-01-01
[ interoperability , mediator , open data , Open Data Protocol (OData) , Open Geospatial Consortium (OGC) , Sensor Observation Service (SOS) ] -
GeoCENS: A geospatial cyberinfrastructure for the world-wide sensor web
Sensors, 13, 10, 13402-13424, 2013-10-02
[ Cyberinfrastructure , Data interoperability , GIS , Open geospatial consortium , Sensor observation service , Sensor web ] -
LOST-Tree: A spatio-temporal structure for efficient sensor data loading in a sensor web browser
International Journal of Geographical Information Science, 27, 6, 1190-1209, 2013-06-01
[ cache , Internet GIS , sensor data management , spatio-temporal indexing , Web GIS , World-Wide Sensor Web ] -
A bottom-up approach for automatically grouping sensor data layers by their observed property
ISPRS International Journal of Geo-Information, 2, 1, 1-26, 2013-01-01
[ Data interoperability , Data mining , GIS , Information retrieval , OGC , SOS ] -
Multi-type change detection of building models by integrating spatial and spectral information
International Journal of Remote Sensing, 33, 6, 1655-1681, 2012-01-01
研討會著作
-
A Fire Scene Reconstruction System Integrating Fire Dynamics and Structural Analysis Models
2025-01-01
[ ABAQUS,FDS,fire scene reconstruction,Fire simulation,structural analysis ] -
A Digital Twin Urban Flood Forecasting System Integrating a Weather Forecast Model and an Urban Flood Model
2024-01-01
[ digital twin,disaster prevention,flood simulation,Internet of Things,rescue,weather forecast ] -
An Enhanced Surveillance System Integrating Pedestrian Attribute Recognition and Multi-Target Multi-Camera Tracking Technologies
2024-01-01
[ Multi-Target Multi-Camera Tracking,Pedestrian Attribute Recognition,Person Retrieval,Re-identification,Surveillance ] -
智能化混凝加藥程序之優化
2023-11-16
[ 淨水處理、混凝程序、智能化、人工智慧、物聯網、優化 ] -
Assessing Urban Wind Energy by Integrating Mesoscale Weather and Microscale Computational Fluid Dynamics Models
2023-11-02
[ roof-mounted wind turbine, urban wind field, computational fluid dynamics, wind resource assessment ] -
Development of a SLAM-based Telepresence System Integrating VR and IoT
2023-04-19
[ Simultaneous Localization and Mapping, Telepresence, Virtual Reality, IoT, Robot ] -
Understanding a Multispectral Land Cover Classification Network with Explainable Artificial Intelligence Methods
2023-04-19
[ Land cover classification, Deep Learning, Explainable Artificial Intelligence, Multi-Spectral ] -
自動化及最佳化混凝加藥程序之研發 - 以板新給水廠為例
2022-11-16
[ ] -
Understanding Multispectral Satellite Image Land Cover Classification with the Deep Learning
2022-10-03
[ ] -
Remote Sensing Image Simulation for Water Coverage Monitoring Using Landsat and AHI Imageries
95-100, 2022-01-01
[ remotely-sensed image,simulating images,surface water ] -
UNDERSTANDING MULTISPECTRAL SATELLITE IMAGE LAND COVER CLASSIFICATION WITH THE DEEP LEARNING
2022-01-01
[ Deep Learning,Land cover classification,Satellite image ] -
DEVELOPMENT OF AN IOT-ENHANCED TELEPRESENCE SYSTEM BASED ON SLAM AND VR
2022-01-01
[ IoT,Simultaneous Localization and Mapping,Telepresence,Virtual Reality ] -
IoT RESTful服務之可擴展性與多維度資料管理解決方案
2021-10-20
[ ] -
使用時空資訊達成多目標多攝影機物件追蹤
2021-10-20
[ ] -
結合物件追蹤及再識別類神經網路達成跨攝影機物件追蹤
2020-12-10
[ ] -
民生公共物聯網資料服務平台之開發建置
2020-12-10
[ ] -
The Integration of OGC SensorThings API and OGC CityGML via Semantic Web Technology
2020-11-13
[ ] -
A personalized geoWeb search engine based on user intent recognition
2020-01-01
[ Geospatial Search Engine , Ontology , Personalized Search , Semantic , User Intent ] -
A personalized geoWeb search engine based on user intent recognition
2020-01-01
[ Geospatial Search Engine,Ontology,Personalized Search,Semantic,User Intent ] -
A concrete bridge crack size measurement procedure based on unmanned aerial vehicle and image registration
2020-01-01
[ Concrete crack measurement,Image registration,Unmanned aerial vehicle ] -
使用福爾摩沙衛星五號影像反演東沙環礁水深模型
2019-08-29
[ ] -
運用無人機及影像套合法進行混凝土橋梁裂縫檢測
2019-08-29
[ ] -
台灣物聯網數位基礎建設之設計與構建經驗共享
2019-07-11
[ ] -
Unsupervised Change Detection in Multitemporal Multispectral Satellite Images: A Convex Relaxation Approach
1546-1549, 2019-07-01
[ alternating direction method of multipliers , Change detection , convex relaxation , multispectral imagery , multitemporal imagery ] -
Criterion Design and Large-scale Optimization Algorithm for Blind Change Detection in Multispectral Images
2019-04-17
[ ] -
LoRaWAN Positioning based on the Time Difference of Arrival Algorithm
2019-04-17
[ ] -
Facilitating Geospatial Web Resource Discovery based on the Semantic Web Technology
2019-04-17
[ ] -
An Experience Sharing of Designing and Constructing an Interoperable Internet of Things Cyber-infrastructure in Taiwan
2019-04-17
[ ] -
A Query-Dependent Spatial-Temporal Data Management Framework for Big Internet of Things Data
2019-04-17
[ ] -
An Adaptive System for Effectively and Efficiently representing Heterogeneous Time Series Data
2019-04-17
[ ] -
Fusing Himawari-8 and Landsat Imagery for an Efficient Water Coverage Monitoring in Intertidal Zones
2019-04-17
[ ] -
An Open Internet of Thing Architecture Integrating oneM2M and OGC SensorThings API Standards
2019-04-17
[ ] -
物聯網服務及三維城市模型之開放標準整合探討─以室內即時火災逃生路線規劃為例
2018-11-19
[ ] -
應用LoRaWAN無線通訊協定於設備定位
2018-09-04
[ ] -
巨量物聯網資料之時空管理儲存架構
2018-09-04
[ ] -
辨識不同類型時序資料最合適之時序資料表示法
2018-09-04
[ ] -
整合 oneM2M 及 OGC SensorThings API 標準建立開放式物聯網架構
2018-09-04
[ ] -
基於拓樸關係之地理網路搜尋引擎之排序演算法
2018-07-04
[ ] -
物聯網時間序列資料表示法之效能評估
2018-07-04
[ ] -
A Spatial-Temporal Data Management Structure for Big Internet of Things Data
2018-05-09
[ ] -
A Performance Evaluation of Time Series Data Representation Methods
2018-05-09
[ ] -
An Efficient Preliminary Filter Indexing Architecture for Sensor Web Observations
2018-05-09
[ ] -
An Efficient Sea Level Monitoring Solution by blending Himawari-8 and SPOT Imagery
2018-05-09
[ ] -
A topological-relationship-based ranking mechanism for a GeoWeb search engine
2018-05-09
[ ] -
Integrating geospatial web resources based on semantic web technology
1878-1882, 2018-01-01
[ GeoWeb , Ontology , Semantic web ] -
The application of LoRaWAn wireless communication protocol in device positioning
958-963, 2018-01-01
[ Distance measurement , LoRaWAN , Time difference of arrival , Wireless communication positioning ] -
An open internet of thing architecture integrating OnEM2M and OGC sensorthings API standards
2561-2569, 2018-01-01
[ Interoperability , OneM2M , Open standard , Sensor web , SensorThings API ] -
Identifying the most suitable representation method for heterogeneous time series data
202-211, 2018-01-01
[ Performance evaluation , Representation , Time series , Time series clustering ] -
Integration of 3D city model and sensor observations based on international open standards
2577-2585, 2018-01-01
[ 3D City Model , Open standard integration , Sensor observation ] -
A spatial-temporal data management structure for big internet of things data
2570-2576, 2018-01-01
[ Adaptivity , Index , Multi-dimensional , Selectivity ] -
An efficient sea level monitoring solution by blending Himawari-8 and Landsat imagery
2017-01-01
[ Himawari-8 , Landsat-8 , Spatial-temporal image fusion , STARFM , Water level monitoring ] -
Design and implement an interoperable Internet of Things application based on an extended OGC sensorthings API Standard
263-266, 2016-01-01
[ Internet of Things , Interoperable , OGC SensorThings API ] -
An automatic registration procedure for Sensor Web Plug and Play
1207-1211, 2016-01-01
[ Description file , Interoperability , Plug and Play , Sensor Web ] -
Dense matching for the derivation of shallow water bathymetry using satellite stereopairs
2280-2283, 2016-01-01
[ Bathymetry , Image matching , Refraction correction , Satellite images ] -
Spatio-Temporal image fusion using landsat-8 and himawari-8 satellite imagery
2237-2242, 2016-01-01
[ Himawari-8 , Image fusion , Landsat-8 , STARFM ] -
Building a search engine for geospatial data
2015-01-01
[ Geospatial Web , OGC Web services (OWS) , Open Geospatial consortium (OGC) , Web crawler ] -
An implementation realizing the tasking capabilities of Internet of things
2015-01-01
[ Internet of things , Tasking capability , Web service description ] -
The challenges of constructing a sensor web data stream management system
2014-01-01
[ Data stream management system , Geospatial cyber-infrastructure , World-wide sensor web ] -
A hybrid scale-out cloud-based data service for worldwide sensors
342-348, 2014-01-01
-
A sensor data mediator bridging the OGC Sensor Observation Service (SOS) and the OASIS Open Data Protocol (OData)
129-146, 2013-04-11
[ Mediator , Open Data , Open Data Protocol (OData) , Open Geospatial Consortium (OGC) , Sensor Data , Sensor Observation Service (SOS) ] -
TinySOS: Design and implementation of interoperable and tiny web service for the internet of things
39-46, 2012-12-01
[ Internet of things (iot) , Interoperability , Ogc swe , Sensor web ] -
A hybrid pull-push system for near real-time notifications on sensor web
421-425, 2012-01-01
[ Application , GIS , Query , Real-time , Sensor , Spatial , Temporal , Web based ] -
Efficient spatio-temporal sensor data loading for a sensor web browser
502-506, 2011-09-19
[ sensor data management , Sensor Web , spatio-temporal indexing ] -
Change detection of building models from multi-source geodata
938-943, 2008-12-01
[ Building model , Change detection , Image , LIDAR , Multi-temporal ] -
Detection of building changes from LIDAR data and aerial imagery
1121-1126, 2007-12-01
[ Building model , Change detection , Image , LIDAR , Morphology , Multi-temporal ]
專書
-
Big Data: Techniques and Technologies in Geoinformatics, Second Edition
204-218, 2024-01-01
-
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
55-67, 2020-01-01
[ CityGML,Open standard,Semantic web,SensorThings API ] -
Big Data: Techniques and Technologies in Geoinformatics
261-278, 2014-01-01
校外榮譽
- 113 [台灣創新技術博覽會] 2024台灣創新技術博覽會發明競賽銀牌獎
- 113 [台灣創新技術博覽會] 2024台灣創新技術博覽會發明競賽銅牌獎
- 111 [台灣地理資訊學會] 金圖獎碩士論文獎
- 110 [台灣地理資訊學會] 金圖獎碩士論文獎
- 110 [台灣創新技術博覽會] 2020台灣創新博覽會鉑金獎
- 108 [科技部] 未來科技突破獎
校內獲獎
- 112 研究傑出獎
- 111 研究傑出獎
- 106 新聘傑出獎
- 104 新進教師補助
講學
-
填補開放物聯網架構缺失的部分
(1101220 ~ 1101220)
無 -
數位孿生動靜態資訊整合技術及應用
(1101013 ~ 1101013)
無 -
填補開放物聯網架構的缺失部分
(1100331 ~ 1100331)
無
- Method of Optimizing Recommended Coagulation Operating Parameters for Water Treatment [美國]
- 追蹤系統與整合現有定位系統對接零件之裝置 [中華民國]
- 最佳化淨水處理混凝操作參數建議方法 [中華民國]
- 適應性多屬性索引結構 [中華民國]
- 利用本體論整合城市模型及物聯網開放式標準之智慧城市應用方法 [中華民國]
- 高效率異質性時序資料表示法辨別系統 [中華民國]
- 巨量物聯網資料管理之適應性多屬性索引架構(An Adaptively Multi-Attribute Index Framework for Big IoT Data) [美國]
- 大氣層頂反射率之時間空間影像融合方法於氣膠光學厚度反演A TOA-reflectance-based Spatial-temporal Image Fusion Method for Aerosol Optical Depth Retrieval [美國]
- 大氣層頂反射率之時間空間影像融合方法於氣膠光學厚度反演 [中華民國]
- 物聯網制動功能描述文檔 Description Files and Web Service Protocols for Tasking Capability on Internet of Things [美國]
- 物聯網制動功能描述文檔系統 [中華民國]
- 房屋模型變遷偵測方法 Method of Change Detection for Building Models [美國]
- 1140831 ~ 1141017 綠獎 前三名
- 1140820 ~ 1140820 第九屆中華民國航空測量及遙感探測學會大專生3S創客競賽 第二名
- 1131017 ~ 1131019 臺灣創新技術博覽會 銀獎
- 1131017 ~ 1131019 臺灣創新技術博覽會 銅獎
- 1130829 ~ 1130829 第八屆中華民國航空測量及遙感探測學會大專生3S創客競賽 佳作
- 1130714 ~ 1131024 IMV科技創新獎金競賽 第三名
- 1120904 ~ 1120904 第七屆中華民國航空測量及遙感探測學會大專生3S創客競賽 實作獎
- 1110713 ~ 1110714 2022台灣地理資訊學會年會暨學術研討會 其他
- 1101020 ~ 1101021 2021台灣地理資訊學會年會暨學術研討會 其他
- 1101020 ~ 1101021 2021台灣地理資訊學會年會暨學術研討會 其他
- 1091210 ~ 1091211 2020台灣地理資訊學會年會暨學術研討會 其他
- 1090924 ~ 1090926 臺灣創新技術博覽會 鉑金獎
- 1081014 ~ 1081018 The 40th Asian Conference on Remote Sensing WEBCON 第三名
- 1080904 ~ 1080905 第37屆測量及空間資訊研討會 其他
- 1080711 ~ 1080712 2019台灣地理資訊學會年會暨學術研討會 其他
- 1071109 ~ 1071109 臺灣災害管理研討會 優等
- 1071105 ~ 1071106 52°North Student Innovation Prize 第一名
- 1071015 ~ 1071019 The 39th Asian Conference on Remote Sensing WEBCON 第一名
- 1070905 ~ 1070905 第三屆中華民國航空測量及遙感探測學會大專生3S創客競賽 佳作
- 1070829 ~ 1070830 第38屆測量及空間資訊研討會 優等
- 1061023 ~ 1061027 The 38th Asian Conference on Remote Sensing WEBCON 第三名
- 1060901 ~ 1060901 第二屆中華民國航空測量及遙感探測學會大專生3S創客競賽 第二名
- 1051017 ~ 1051021 The 37th Asian Conference on Remote Sensing WEBCON 第一名
- 1050826 ~ 1050826 第一屆中華民國航空測量及遙感探測學會大專生3S創客競賽 Implementation award
- 1050826 ~ 1050826 第一屆中華民國航空測量及遙感探測學會大專生3S創客競賽 Presentation award