TU4.1

UNCERTAINTY ESTIMATION IN DEEP META-LEARNING FOR CROP AND WEED DETECTION FROM MULTISPECTRAL UAV IMAGES

Mehdi Khoshboresh-Masouleh, Reza Shah-Hosseini, University of Tehran, Iran

Session:
Agriculture and Land

Track:
Agriculture

Location:
Poster Room

Presentation Time:
Tue, 8 Mar, 19:00 - 20:20 China Standard Time (UTC +8)
Tue, 8 Mar, 12:00 - 13:20 Central European Standard Time (UTC +1)
Tue, 8 Mar, 11:00 - 12:20 Coordinated Universal Time
Tue, 8 Mar, 06:00 - 07:20 Eastern Standard Time (UTC -5)

Session Co-Chairs:
Gencer Sumbul, Technische Universität Berlin and Abdelhamid DAAMOUCHE, University M'hamed Bougara Boumerdes
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Session TU4
TU4.1: UNCERTAINTY ESTIMATION IN DEEP META-LEARNING FOR CROP AND WEED DETECTION FROM MULTISPECTRAL UAV IMAGES
Mehdi Khoshboresh-Masouleh, Reza Shah-Hosseini, University of Tehran, Iran
TU4.2: THE EFFECT OF SPATIAL RESOLUTION OF ENVIRONMENTAL VARIABLES ON THE PERFORMANCE OF MACHINE LEARNING MODELS IN DIGITAL MAPPING OF SOIL PHOSPHORUS
Fuat Kaya, Levent Başayİğİt, Isparta University of Applied Sciences, Turkey
TU4.3: IN-SEASON YIELD PREDICTION AND MONITORING OF SUGARCANE USING CUMULATIVE GROWTH OF NORMALIZED DIFFERENCE VEGETATION INDEX
Soravis Supavetch, Kasetsart University, Thailand
TU4.4: IDENTIFICATION AND CLASSIFICATION OF MEDICINAL PLANTS OF THE INDIAN HIMALAYAN REGION USING HYPERSPECTRAL REMOTE SENSING AND RANDOM FOREST TECHNIQUES
Kishor Chandra Kandpal, Amit Kumar, CSIR-Institute of Himalayan Bioresource Technology (CSIR-IHBT), India
TU4.5: CROP BIOPHYSICAL PARAMETER RETRIEVAL USING GAUSSIAN PROCESS REGRESSION FROM C-BAND POLARIMETRIC SAR DATA
Swarnendu Sekhar Ghosh, Subhadip Dey, Indian Institute of Technology,Bombay, India; Narayanarao Bhogapurapu, Indian Institute of Technology, Bombay, India; Saeid Homayouni, Institut national de la recherche scientifique (INRS), Canada; Avik Bhattacharya, Indian Institute of Technology, India; Heather McNairn, Agriculture and Agri-Food Canada, Canada
TU4.6: MULTI-TEMPORAL INSAR ANALYSIS OF SURFACE DISPLACEMENT OVER THE EL-ASNAM FAULT ZONE
Sihem Miloudi, Mustapha Meghraoui, university of strasbourg, France; Kamel Hasni, Salem Kahlouche, Centre of Space Techniques, Algeria
TU4.7: PSINSAR MONITORING OF COASTAL CLIFFS AT TORRE A MARE, APULIA, ITALY
Nicola Amoroso, Roberto Cilli, Roberto Bellotti, Università degli Studi di Bari, Italy; Daniela Iasillo, Vincenzo Massimi, Planetek Italia, Italy; Alfonso Monaco, Sabina Tangaro, Istituto Nazionale di Fisica Nucleare, Italy; Davide Oscar Nitti, Raffaele Nutricato, Geophysical Application Processing --- GAP SRL, Italy; Alberto Refice, Consiglio Nazionale delle Ricerche, Sede di Bari, Italy; Antonio Zilli, Distretto Tecnologico Aerospaziale scarl, Italy
TU4.8: SALINITY LEVELS DISCRIMINATION USING ERS-1/2 AND SENTINEL-1 SAR TIME SERIES DATA IN HORTOBÁGYI NATIONAL PARK, HUNGARY
Ghada Sahbeni, Balázs Székely, Eötvös Loránd University, Hungary
TU4.9: THE CONCEPTUAL FRAMEWORK OF LONG-TERM INFRASTRUCTURE MONITORING IN THAILAND
Anuphao Aobpaet, Faculty of Engineering, Kasetsart University, Thailand, Thailand; Sorasak Khoomboon, AI and Robotics Ventures, Thailand
TU4.10: MODELING CEREALS WATER PRODUCTIVITY BY REMOTE SENSING IN LEBNA BASIN, TUNISIA
Hedia Chakroun, Sara Bouhlel, Amal Benhadj, ENIT, Tunisia; Nesrine Chehata, INP Bordeaux Montaigne University, France
TU4.11: MITIGATION STRATEGIES FOR A MODERATE RADIATIVE TEMPERATURE OF THE LAND SURFACE – A CASE STUDY ON LOCAL SCALE URBAN HEAT ISLAND IN SUBURBAN REGION OF INDIA
Mira Shivani S, Active Spatial Sciences and Research Group, India; Salghuna N N, Avakaza Geosciences Research Technology, India