Ittai Herrmann

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Machine Learning Models

Top Venues

Comput. Electron. Agric.

Pattern Recognit.

Publications

Asaf Avneri, Shlomi Aharon, Anna Brook, Guy Atsmon, Evgeny Smirnov, Roy Sadeh, Shahal Abbo, Zvi Peleg, Ittai Herrmann, David J. Bonfil, Ran Nisim Lati
UAS-based imaging for prediction of chickpea crop biophysical parameters and yield. Comput. Electron. Agric. 205 (2023)
Manuel Salvoldi, Yaniv Tubul, Arnon Karnieli, Ittai Herrmann
VENµS-Derived NDVI and REIP at Different View Azimuth Angles. Remote. Sens. 14 (1) (2022)
P. V. Arun, Roy Sadeh, A. Avneri, Yaniv Tubul, Carlos Camino, Krishna Mohan Buddhiraju, A. Porwal, R. N. Lati, Pablo J. Zarco-Tejada, Z. Peleg, Ittai Herrmann
Multimodal Earth observation data fusion: Graph-based approach in shared latent space. Inf. Fusion 78 (2022)
Gabriel Mulero, Harel Bacher, Uri Kleiner, Zvi Peleg, Ittai Herrmann
Spectral Estimation of In Vivo Wheat Chlorophyll a/b Ratio under Contrasting Water Availabilities. Remote. Sens. 14 (11) (2022)
Ittai Herrmann, Katja Berger
Remote and Proximal Assessment of Plant Traits. Remote. Sens. 13 (10) (2021)
Keren Goldberg, Ittai Herrmann, Uri Hochberg, Offer Rozenstein
Generating Up-to-Date Crop Maps Optimized for Sentinel-2 Imagery in Israel. Remote. Sens. 13 (17) (2021)
Gopal Ramdas Mahajan, Bappa Das, Dayesh Murgaokar, Ittai Herrmann, Katja Berger, Rabi N. Sahoo, Kiran Patel, Ashwini Desai, Shaiesh Morajkar, Rahul M. Kulkarni
Monitoring the Foliar Nutrients Status of Mango Using Spectroscopy-Based Spectral Indices and PLSR-Combined Machine Learning Models. Remote. Sens. 13 (4) (2021)
Puneet Mishra, Roy Sadeh, Ehud Bino, Gerrit Polder, Martin P. Boer, Douglas N. Rutledge, Ittai Herrmann
Complementary chemometrics and deep learning for semantic segmentation of tall and wide visible and near-infrared spectral images of plants. Comput. Electron. Agric. 186 (2021)
Kaitlin M. Gold, Philip A. Townsend, Adam Chlus, Ittai Herrmann, John J. Couture, Eric R. Larson, Amanda J. Gevens
Hyperspectral Measurements Enable Pre-Symptomatic Detection and Differentiation of Contrasting Physiological Effects of Late Blight and Early Blight in Potato. Remote. Sens. 12 (2) (2020)
Pattathal V. Arun, Ittai Herrmann, Krishna M. Budhiraju, Arnon Karnieli
Convolutional network architectures for super-resolution/sub-pixel mapping of drone-derived images. Pattern Recognit. 88 (2019)
Ittai Herrmann, Steven K. Vosberg, Philip A. Townsend, Shawn P. Conley
Spectral Data Collection by Dual Field-of-View System under Changing Atmospheric Conditions - A Case Study of Estimating Early Season Soybean Populations. Sensors 19 (3) (2019)
Ittai Herrmann, Steven K. Vosberg, Prabu Ravindran, Aditya Singh, Hao-Xun Chang, Martin I. Chilvers, Shawn P. Conley, Philip A. Townsend
Leaf and Canopy Level Detection of Fusarium Virguliforme (Sudden Death Syndrome) in Soybean. Remote. Sens. 10 (3) (2018)