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Computer vision based identification...

Pan, Xin.

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Computer vision based identification and mosaic of gramineous grass seeds

Record Type:	Electronic resources : Monograph/item
Title/Author:	Computer vision based identification and mosaic of gramineous grass seeds/ by Xin Pan ... [et al.].
other author:	Pan, Xin.
Published:	Singapore :Springer Singapore : : 2021.,
Description:	ix, 128 p. :ill., digital ;24 cm.
[NT 15003449]:	Introduction -- Forage Identification and Experimental Materials -- Identification of Gramineous Grass Seeds Using Gabor and Locality Preserving Projections -- Identification of Gramineous Grass Seeds Using Difference of Local Fractal Dimensions -- Identification of Gramineous Grass Seeds Using Local Similarity Pattern and Linear Discriminant Analysis -- Identification of Gramineous Grass Seeds Using Local Similarity Pattern and Gray Level Co-occurrence Matrix -- Microscopic Image Mosaic of Gramineous Grass Seeds -- Digital Information Platform of Grassland and Forage Based on Computer Vision.
Contained By:	Springer Nature eBook
Subject:	Grasses - Identification. -
Online resource:	https://doi.org/10.1007/978-981-16-3501-4
ISBN:	9789811635014

Computer vision based identification and mosaic of gramineous grass seeds
Computer vision based identification and mosaic of gramineous grass seeds[electronic resource] /by Xin Pan ... [et al.]. - Singapore :Springer Singapore :2021. - ix, 128 p. :ill., digital ;24 cm.

Introduction -- Forage Identification and Experimental Materials -- Identification of Gramineous Grass Seeds Using Gabor and Locality Preserving Projections -- Identification of Gramineous Grass Seeds Using Difference of Local Fractal Dimensions -- Identification of Gramineous Grass Seeds Using Local Similarity Pattern and Linear Discriminant Analysis -- Identification of Gramineous Grass Seeds Using Local Similarity Pattern and Gray Level Co-occurrence Matrix -- Microscopic Image Mosaic of Gramineous Grass Seeds -- Digital Information Platform of Grassland and Forage Based on Computer Vision.

This book mainly deals with grassland digitalization and recognition through computer vision, which will make contributions to implement of grass auto recognition and data acquisition. Taking advantage of computer vision, it focuses on intrinsic feature extraction to realize the functions such as auto recognition of forage seeds and microscope images mosaic. The book presents a new approach for identification of grass seeds, with clear figures and detailed tables. It enlightens reader by solving the traditional problems of pratacultural science through the aid of computer science.

ISBN: 9789811635014

Standard No.: 10.1007/978-981-16-3501-4doiSubjects--Topical Terms:

3514225
Grasses
--Identification.

LC Class. No.: TA1634

Dewey Class. No.: 584.9

Computer vision based identification and mosaic of gramineous grass seeds
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245 0 0 $a Computer vision based identification and mosaic of gramineous grass seeds $h [electronic resource] / $c by Xin Pan ... [et al.].
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a ix, 128 p. : $b ill., digital ; $c 24 cm.
505 0 $a Introduction -- Forage Identification and Experimental Materials -- Identification of Gramineous Grass Seeds Using Gabor and Locality Preserving Projections -- Identification of Gramineous Grass Seeds Using Difference of Local Fractal Dimensions -- Identification of Gramineous Grass Seeds Using Local Similarity Pattern and Linear Discriminant Analysis -- Identification of Gramineous Grass Seeds Using Local Similarity Pattern and Gray Level Co-occurrence Matrix -- Microscopic Image Mosaic of Gramineous Grass Seeds -- Digital Information Platform of Grassland and Forage Based on Computer Vision.
520 $a This book mainly deals with grassland digitalization and recognition through computer vision, which will make contributions to implement of grass auto recognition and data acquisition. Taking advantage of computer vision, it focuses on intrinsic feature extraction to realize the functions such as auto recognition of forage seeds and microscope images mosaic. The book presents a new approach for identification of grass seeds, with clear figures and detailed tables. It enlightens reader by solving the traditional problems of pratacultural science through the aid of computer science.
650 0 $a Grasses $x Identification. $3 3514225
650 0 $a Computer vision. $3 540671
650 0 $a Pattern recognition systems. $3 527885
650 1 4 $a Monitoring/Environmental Analysis. $3 3135580
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 890871
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Agriculture. $3 518588
700 1 $a Pan, Xin. $3 3514224
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856 4 0 $u https://doi.org/10.1007/978-981-16-3501-4
950 $a Earth and Environmental Science (SpringerNature-11646)