WE3.R14.5
ACCURATE VINEYARD PLOT SEGMENTATION USING UAV RGB IMAGERY AND DEEP NEURAL NETWORKS
Danilo Leite, Luís Pádua, Pedro Marques, Joaquim J. Sousa, Raul Morais, António Cunha, University of Trás-os-Montes and Alto Douro, Portugal
Session:
WE3.R14: Agriculture: Multiscale Data & Model Fusion VIII Oral
Track:
Land Applications
Location:
Jefferson East
Presentation Time:
Wednesday, 12 August, 14:45 - 15:00
Session Chair:
Raul Morais, UTAD
Presentation
Discussion
Resources
No resources available.
Session WE3.R14
WE3.R14.1: DOMAIN ADAPTATION IN AGRICULTURAL HYPERSPECTRAL IMAGING: ADVANCING ROBUST CROSS-DOMAIN LEARNING FOR PRECISION AGRICULTURE
Srinivas Aditya Abbaraju, Indian Institute of Technology, Hyderabad, India; Adduru U G Sankararao, Indian Institute of Information Technology, Sri City, India; Sai Kiran Kocherla, Indian Institute of Technology, Hyderabad, India; Sanjana Sameera Ayyagari, Technological Innovation Hub for Autonomous Navigation, India; Rajalakshmi P, Indian Institute of Technology, Hyderabad, India
WE3.R14.2: A SEMI-SUPERVISED FRAMEWORK BASED ON SPATIAL TRANSFORMER NETWORKS FOR MULTITEMPORAL IMAGE REGISTRATION WITH AFFINE TRANSFORMATION
Dominick P. Alvarez, Victor A. Ayma, Pontificia Universidad Católica del Perú, Peru; Pedro Achanccaray, Technische Universität Braunschweig, Germany; Cesar Beltran, Pontificia Universidad Católica del Perú, Peru
WE3.R14.3: FROM SATELLITE DATA AND GEO-TAGGED FIELD PHOTOS TO RELIABLE AGRICULTURAL REFERENCE DATA
Claudia Paris, Mehmet Furkan Celik, Faculty of ITC, University of Twente, Netherlands; Stefano Maurogiovanni, Rocco Sedona, Gabriele Cavallaro, Forschungszentrum Julich, Germany; Ruben Cartuyvels, Valerio Marsocci, European Space Agency, Italy
WE3.R14.4: A Local and Global Neural Network for Soil Total Nitrogen Estimation from Visible and Near Infrared Spectra
Zhansheng Xu, Zhendong Yin, Dasen Li, Harbin Institute of Technology, China
WE3.R14.5: ACCURATE VINEYARD PLOT SEGMENTATION USING UAV RGB IMAGERY AND DEEP NEURAL NETWORKS
Danilo Leite, Luís Pádua, Pedro Marques, Joaquim J. Sousa, Raul Morais, António Cunha, University of Trás-os-Montes and Alto Douro, Portugal
Resources
No resources available.