This page has only limited features, please log in for full access.

Unclaimed
Ghassan Ghattas
Ecole Supérieure d’Ingénieurs de Beyrouth de l’Université Saint-Joseph de Beyrouth, Mar Roukoz, Lebanon

Basic Info

Basic Info is private.

Honors and Awards

The user has no records in this section


Career Timeline

The user has no records in this section.


Short Biography

The user biography is not available.
Following
Followers
Co Authors
The list of users this user is following is empty.
Following: 0 users

Feed

Journal article
Published: 29 July 2021 in Remote Sensing
Reads 0
Downloads 0

This paper proposes a novel approach for living and missing vine identification and vine characterization in goblet-trained vine plots using aerial images. Given the periodic structure of goblet vineyards, the RGB color coded parcel image is analyzed using proper processing techniques in order to determine the locations of living and missing vines. Vine characterization is achieved by implementing the marker-controlled watershed transform where the centers of the living vines serve as object markers. As a result, a precise mortality rate is calculated for each parcel. Moreover, all vines, even the overlapping ones, are fully recognized providing information about their size, shape, and green color intensity. The presented approach is fully automated and yields accuracy values exceeding 95% when the obtained results are assessed with ground-truth data. This unsupervised and automated approach can be applied to any type of plots presenting similar spatial patterns requiring only the image as input.

ACS Style

Chantal Hajjar; Ghassan Ghattas; Maya Sarkis; Yolla Chamoun. Vine Identification and Characterization in Goblet-Trained Vineyards Using Remotely Sensed Images. Remote Sensing 2021, 13, 2992 .

AMA Style

Chantal Hajjar, Ghassan Ghattas, Maya Sarkis, Yolla Chamoun. Vine Identification and Characterization in Goblet-Trained Vineyards Using Remotely Sensed Images. Remote Sensing. 2021; 13 (15):2992.

Chicago/Turabian Style

Chantal Hajjar; Ghassan Ghattas; Maya Sarkis; Yolla Chamoun. 2021. "Vine Identification and Characterization in Goblet-Trained Vineyards Using Remotely Sensed Images." Remote Sensing 13, no. 15: 2992.