WEP.P5.10

TRANSFER LEARNING OF SEMANTIC SEGMENTATION METHODS FOR IDENTIFYING BURIED ARCHAEOLOGICAL STRUCTURES ON LIDAR DATA

Gregory Sech, Paolo Soleni, Center for Cultural Heritage Technology, Istituto Italiano di Tecnologia, Italy; Wouter B. Verschoof-van der Vaart, Leiden University, Netherlands; Žiga Kokalj, Research Center of the Slovenian Academy of Sciences and Arts, Slovenia; Arianna Traviglia, Center for Cultural Heritage Technology, Istituto Italiano di Tecnologia, Italy; Marco Fiorucci, Center for Cultural Heritage Technology, Istituto Italiano di Tecnologia, Kyoto University, Italy
Session:
WEP.P5: 3D Data Analysis and Applications Poster
Track:
Data Analysis
Location:
Poster Area 5
Presentation Time:
Wed, 19 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Chair:
Michael Starek, Texas A&M University-Corpus Christi
Session Managers:
Ge Jiang and HUMAIRA SANAM and Ayoti Banerjee and Srashti Singh
Presentation
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Discussion
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Resources
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Session WEP.P5
WEP.P5.1: RESEARCH ON PARAMETRIC MODELING METHOD OF URBAN BUILDINGS SERVING DIGITAL TWINS
Ao Li, Guoyin Cai, Ling Zhu, Ruoming Shi, Beijing University Of Civil Engineering And Architecture, China
WEP.P5.2: DIRECTIONAL AND EXEMPLAR-BASED DISOCCLUSION INPAINTING ALGORITHM FOR TRUE ORTHOIMAGE GENERATION
Weilong Liu, Yun Zhang, University of New Brunswick, Canada
WEP.P5.3: TOWARDS GLOBAL DEM GENERATION BY COMBINING GEDI AND ICESAT-2 DATA
Xiangxi Tian, Jie Shan, Purdue University, United States
WEP.P5.4: SAR STRUCTURE-FROM-MOTION VIA MATRIX FACTORIZATION
Fengyuan Hu, Jiang Xue, Junfeng Wang, Xingzhao Liu, Shanghai Jiao Tong University, China
WEP.P5.5: AN IMPROVED KEYPOINT DETECTION METHOD FOR RADAR POINT CLOUD REGISTRATION IN URBAN ENVIRONMENTS
Yongqiang Wang, Di Zhang, Lihua Ni, Qun Wan, University of Electronic Science and Technology of China, China
WEP.P5.6: INSTANCE SEGMENTATION ON 3D CITY MESHES FOR BUILDING EXTRACTION
Frédéric Leroux, Mickaël Germain, University of Sherbrooke, Canada; Étienne Clabaut, University of Sherbrooke & XEOS Imaging Inc., Canada; Yacine Bouroubi, University of Sherbrooke, Canada; Tony St-Pierre, XEOS Imaging Inc., Canada
WEP.P5.7: A FAST MULTI-VIEW STEREO FOR EARTH SURFACE RECONSTRUCTION WITH WIDE DEPTH FLUCTUATION
Jiahua Ma, Jinda Ji, Runsheng Ni, Zongcheng Zuo, Yuanxiang Li, Shanghai Jiao Tong University, China
WEP.P5.8: AUTOMATIC RECONSTRUCTION OF 3-D BUILDING MODEL FROM AIRBORNE TOMOSAR POINT CLOUDS
Xinpeng Chen, Xichao Dong, Zhiyang Chen, Xinyan Chen, Cheng Hu, Xingzhe Zhao, Beijing Institute of Technology, China
WEP.P5.9: APPLICATION OF SEMANTIC IMAGE SEGMENTATION FOR EFFICIENT UAS-SFM MAPPING
Mohammad Pashaei, Michael Starek, Jacob Berryhill, Texas A&M University-Corpus Christi, United States
WEP.P5.10: TRANSFER LEARNING OF SEMANTIC SEGMENTATION METHODS FOR IDENTIFYING BURIED ARCHAEOLOGICAL STRUCTURES ON LIDAR DATA
Gregory Sech, Paolo Soleni, Center for Cultural Heritage Technology, Istituto Italiano di Tecnologia, Italy; Wouter B. Verschoof-van der Vaart, Leiden University, Netherlands; Žiga Kokalj, Research Center of the Slovenian Academy of Sciences and Arts, Slovenia; Arianna Traviglia, Center for Cultural Heritage Technology, Istituto Italiano di Tecnologia, Italy; Marco Fiorucci, Center for Cultural Heritage Technology, Istituto Italiano di Tecnologia, Kyoto University, Italy
Resources
No resources available.