WEP.P23.5

THE INFLUENCE OF CHANGING FEATURES ON THE ACCURACY OF DEEP LEARNING-BASED LARGE-SCALE OUTDOOR LIDAR SEMANTIC SEGMENTATION

Chang Liu, Sara Shirowzhan, University of New South Wales, Sydney, Australia; Qi Zhang, Technical University of Munich, Germany; Ting Bai, Ziheng Sheng, Jianming Kuang, Yunhao Wu, Linlin Ge, University of New South Wales, Sydney, Australia
Session:
WEP.P23: LiDAR Point Clouds Intelligent Processing and Applications Poster
Track:
Sensors, Instruments and Calibration
Location:
Poster Area 23
Presentation Time:
Wed, 19 Jul, 14:15 - 15:45 Pacific Time (UTC -7)
Session Chair:
Mathilde Letard, Université Rennes 1
Session Managers:
Ge Jiang and HUMAIRA SANAM and Ayoti Banerjee and Srashti Singh
Presentation
Not logged in.
Discussion
Not logged in.
Resources
No resources available.
Session WEP.P23
WEP.P23.1: ON THE USE OF WIND PROFILES TO ASSESS SURFACE BOUNDARY LAYER PARAMETERS
Marcos Paulo Araújo da Silva, Francesc Rocadenbosch, Andreu Salcedo-Bosch, Universitat Politècnica de Catalunya, Spain; Alfredo Peña, Technical University of Denmark, Denmark
WEP.P23.2: LS-SEM-KATSEV ANALYTICAL MODELING OF LIDAR UNDERWATER TRANSFER
Chenyang Li, Guoqing Zhou, Dianjun Zhang, Xiang Zhou, Tianjin Unversity, China
WEP.P23.3: BATHYMETRIC LIDAR WAVEFORM DECOMPOSITION WITH TEMPORAL ATTENTIVE ENCODER-DECODER
Mathilde Letard, Université Rennes 1, France; Thomas Corpetti, CNRS UMR 6554 LETG, France; Dimitri Lague, CNRS UMR 6118 Géosciences Rennes, France
WEP.P23.4: OUTDOOR SIMULTANEOUS LOCALIZATION AND MAPPING BY USING MILLIMETER WAVE RADAR
Chenghao Li, Haitao Lyu, Hao Wu, Jiang Qian, University of Electronic Science and Technology of China, China
WEP.P23.5: THE INFLUENCE OF CHANGING FEATURES ON THE ACCURACY OF DEEP LEARNING-BASED LARGE-SCALE OUTDOOR LIDAR SEMANTIC SEGMENTATION
Chang Liu, Sara Shirowzhan, University of New South Wales, Sydney, Australia; Qi Zhang, Technical University of Munich, Germany; Ting Bai, Ziheng Sheng, Jianming Kuang, Yunhao Wu, Linlin Ge, University of New South Wales, Sydney, Australia
WEP.P23.6: ACCURACY ASSESSMENT OF STEM CLASSIFICATION OBTAINED FROM FOREST POINT CLOUD USING FSCT ALGORITHM
Sunni Kanta Prasad Kushwaha, Indian Institute of Technology Roorkee, India; Arunima Singh, Czech University of Life Sciences, Czechia; Kamal Jain, Indian Institute of Technology Roorkee, India; Carlos Cabo, University of Oviedo, Spain; Martin Mokros, Czech University of Life Sciences, Czechia
WEP.P23.7: UNSUPERVISED STREAM LEARNING FOR 3D LIDAR POINT CLOUDS
Shreelakshmi C R, Surya S Durbha, Rajat C Shinde, Pratyush V Talreja, Gaganpreet Singh, Indian Institute of Technology Bombay, India
WEP.P23.8: OPTICAL FLOAT FOR PLASTIC QUANTIFICATION – CAPTAIN
Marco Talone, Cristina Romera-Castillo, Institut de Ciències del Mar ICM-CSIC, Spain; Pau Fabregat, María Bertolín, Vicenç Parera, Universitat Politècnica de Catalunya UPC, Spain
WEP.P23.9: DERIVATION OF SURFACE PROPERTIES FROM AIRBORNE LIDAR DIGITAL ELEVATION MODELS TO SUPPORT CYGNSS LAND CAL/VAL ACTIVITIES
Tianlin Wang, Joel Johnson, The Ohio State University, United States; Alexandra Bringer, NASA Goddard Space Flight Center, United States; Yuchan Yi, Mohammad Al-Khaldi, The Ohio State University, United States
Resources
No resources available.