Results 301 to 310 of about 408,170 (341)

An online fruit counting application in apple orchards

2023
Crop load and production estimation is a crucial aspect for modern farms during the whole growing period. This work presents a fruit recognition and tracking system to allow precise counting of fruits in real-time while traversing the orchard doing the appropriate farming tasks.
D. Mengoli, G. Bortolotti, N. Omodei, S. Rossi, M. Piani, A. Bucciarelli, L. Manfrini   +6 more
openaire   +2 more sources

Automatic fruit recognition and counting from multiple images

Biosystems Engineering, 2014
In our post-genomic world, where we are deluged with genetic information, the bottleneck to scientific progress is often phenotyping, i.e. measuring the observable characteristics of living organisms, such as counting the number of fruits on a plant. Image analysis is one route to automation.
Song, Y., Glasbey, C.A., Horgan, G.W., Polder, G., Dieleman, J.A., van der Heijden, G.W.A.M.   +5 more
openaire   +2 more sources

Deep Learning with Data Augmentation for Fruit Counting

2020
Counting the number of fruits in an image is important for orchard management, but is complex due to different challenging problems such as overlapping fruits and the difficulty to create large labeled datasets. In this paper, we propose the use of a data-augmentation technique that creates novel images by adding a number of manually cropped fruits to ...
Pornntiwa Pawara, Alina Boshchenko, Lambert R. B. Schomaker, Marco A. Wiering   +3 more
openaire   +2 more sources

Two fruit counting techniques for citrus mechanical harvesting machinery

Computers and Electronics in Agriculture, 2009
Two fruit counting methods were developed for citrus mechanical harvesting machineries. The first method relied on the flow of fruits forming a random arrival process (Poisson process), whereas the second method relied on counting singulated fruits. The first approach was based on a method developed earlier targeted at measuring the flow rate and mean ...
M.R. Ehsani, T.E. Grift, J.M. Maja, D. Zhong   +3 more
openaire   +1 more source

Apple fruit detection and counting using computer vision techniques

2014 IEEE International Conference on Computational Intelligence and Computing Research, 2014
In agriculture sector the problem of identification and counting the number of fruits on trees plays an important role in crop estimation work. At present manual counting of fruits and vegetables is carried out at many places. Manual counting has many drawbacks as it is time consuming and requires plenty of labors. The automated fruit counting approach
Anisha Syal, Divya Garg, Shanu Sharma
openaire   +1 more source

Automatic fruit count on coffee branches using computer vision

Computers and Electronics in Agriculture, 2017
A system to count the number of fruits on a coffee branch in field conditions.A technique that detects occluded and unoccluded fruits in field images.A technique that classifies fruits as either harvestable or not harvestable.A model that relates 1-by-1 the number of observed fruits and measurement fruits.A system in field to measure the number of ...
P.J. Ramos, F.A. Prieto, E.C. Montoya, C.E. Oliveros   +3 more
openaire   +1 more source

Machine vision for counting fruit on mango tree canopies

Precision Agriculture, 2016
Machine vision technologies hold the promise of enabling rapid and accurate fruit crop yield predictions in the field. The key to fulfilling this promise is accurate segmentation and detection of fruit in images of tree canopies. This paper proposes two new methods for automated counting of fruit in images of mango tree canopies, one using texture ...
Qureshi, WS, Payne, A, Walsh, KB, Linker, R, Cohen, O, Dailey, MN   +5 more
openaire   +2 more sources