Intelligent image analysis for plant phenotyping. (2020)

• Record Type: Book
• Further Information: Note: Ashok Samal, Sruti Das Choudhury.
• Editors: Samal, Ashok; Choudhury, Sruti Das
• Contents: 1. Image-Based Plant Phenotyping: Opportunities and Challenges Ashok Samal, Sruti Das Choudhury and Tala Awada 2. Multi-Sensor Phenotyping for Crop Physiology Marcus Jansen, Stefan Paulus and Gustavo Bonaventure 3. Image Processing Techniques for Plant Phenotyping Bashyam Srinidhi and Sanjiv Bhatia 4. Segmentation Techniques and Challenges in Plant Phenotyping Sruti Das Choudhury 5. Structural High Throughput Plant Phenotyping based on Image Sequence Analysis Sruti Das Choudhury and Ashok Samal 6. Geometry Reconstruction of Plants Ayan Chaudhury and Christophe Godin 7. Image-Based Structural Phenotyping of Stems and Branches Fumio Okura, Takahiro Isokane, Ayaka Ide et al. 8. Time Series and Eigen Value Based Analysis of Plant Phenotypes Sruti Das Choudhury, Saptarsi Goswami and Amlan Chakrabarti 9. Data-Driven Techniques for Plant Phenotyping Using Hyperspectral Imagery Suraj Gampa and Rubi Quinones 10. Machine Learning and Statistical Approaches for Plant Phenotyping Zheng Xu and Cong Wu 11. A Brief Introduction to Machine Learning and Deep Learning for Computer Vision Stephen Scott and Eleanor Quint 12. Chlorophyll a Fluorescence Analyses to Investigate the Impacts of Genotype, Species, and Stress on Photosynthetic Efficiency and Plant Productivity C.R. Guadagno and B.E. Ewers 13. Predicting Yield by Modeling Interactions between Canopy Coverage Image Data, Genotypic and Environmental Information for Soybeans Reka Howard, Diego Jarquin, Alencar Xavier et al. 14. Field Phenotyping for Salt Tolerance and Imaging Techniques for Crop Stress Biology Malay Das, Shayani Das Laha, Amlan Jyoti Naskar et al. 15. The Adoption of Automated Phenotyping by Plant Breeders Lana Awada, Peter W. B. Phillips and Stuart J. Smyth
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2020
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 576.530285642; Image processing -- Digital techniques; Computer vision; Phenotype
• Languages: English
• ISBNs: 9781351709989; 9781351709996; 9781351709972; 9781315177304
• Related ISBNs: 9781138038554
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.