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Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola
  using a DCNN Augmented with Handcrafted Texture Features

Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features

18 June 2019
S. Mardanisamani
Farhad Maleki
Sara Hosseinzadeh Kassani
Sajith Rajapaksa
H. Duddu
Menglu Wang
S. Shirtliffe
Seungbum Ryu
A. Josuttes
Ti Zhang
S. Vail
C. Pozniak
I. Parkin
Ian Stavness
M. Eramian
ArXiv (abs)PDFHTMLGithub (17★)

Papers citing "Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features"

5 / 5 papers shown
Title
Importance of realism in procedurally-generated synthetic images for
  deep learning: case studies in maize and canola
Importance of realism in procedurally-generated synthetic images for deep learning: case studies in maize and canola
N. Khan
Mikolaj Cieslak
Ian McQuillan
66
0
0
08 Apr 2024
Modified CycleGAN for the synthesization of samples for wheat head
  segmentation
Modified CycleGAN for the synthesization of samples for wheat head segmentation
Jaden Myers
Keyhan Najafian
Farhad Maleki
K. Ovens
22
1
0
23 Feb 2024
Classification of Histopathological Biopsy Images Using Ensemble of Deep
  Learning Networks
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks
Sara Hosseinzadeh Kassani
P. H. Kassani
M. Wesolowski
Kevin A. Schneider
Ralph Deters
OOD
100
108
0
26 Sep 2019
A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast
  Classification
A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification
Sara Hosseinzadeh Kassani
P. H. Kassani
M. Wesolowski
Kevin A. Schneider
Ralph Deters
42
52
0
26 Sep 2019
Breast Cancer Diagnosis with Transfer Learning and Global Pooling
Breast Cancer Diagnosis with Transfer Learning and Global Pooling
Sara Hosseinzadeh Kassani
P. H. Kassani
M. Wesolowski
Kevin A. Schneider
Ralph Deters
73
78
0
26 Sep 2019
1