Workshop Programme

Session 1

14:00

Welcome

14:10

Invited/Keynote Talk (sponsored by PhenoSpex): Fine-grained recognition of plant species from images

Jiri Matas (Center for Machine Perception, CTU Prague, Czech Republic)

Regular Papers (Lightning Talks)

14:40

Automated Stem Angle Determination for Temporal Plant Phenotyping Analysis

S. D. Choudhury, S. Goswami, S. Bashyam, A. Samal, T. Awada

14:45

Locating Crop Plant Centers From UAV-Based RGB Imagery

Y. Chen, J. Ribera, C. Boomsma, E. Delp

14:50

An easy-to-setup 3D phenotyping platform for KOMATSUNA dataset

H. Uchiyama, S. Sakurai, M. Mishima, D. Arita, T. Okayasu, A. Shimada, R.-I. T. Kyushu

14:55

Drought Stress Classification using 3D Plant Models

S. Srivastava, S. Bhugra, B. Lall, S. Chaudhary

15:00

Deep Learning for Multi-task Plant Phenotyping

M. P. Pound, J. Atkinson, D. Wells, T. Pridmore, A. French

15:05

ARIGAN: Synthetic Arabidopsis Plants Using Generative Adversarial Network

M. V. Giuffrida, H. Scharr, S. Tsaftaris

Best Challenge Contributions (Lightning Talks)

15:10

Leveraging Multiple Datasets for Deep Leaf Counting

A. Dobrescu, M. V. Giuffrida, S. Tsaftaris

15:15

Leaf Counting with Deep Convolutional and Deconvolutional Networks

S. Aich, I. Stavness

15:20

Afternoon Break and Posters

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Connecting different field sensors for plant analysis on a meta level (abstract)

S. Paulus, B. Niehaus

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Particle Level Set Tracking for Low Resolution X-ray CT Image Data of Plant Root Systems in Soil (abstract)

S. Mairhofer, T. Pridmore, M. Bennett, S. Mooney, C. Sturrock, M. Griffiths, J. Atkinson, B. Atkinson

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Bringing phenotyping to the farm: an evaluation of 3d reconstruction of plants in outdoor environement (abstract)

D. Colliaux, P. Hanappe

-

HyperPatches - a pipeline for reconstructing 3D plant models with registered hyperspectral data (abstract)

A. Lowe, A. P. French, N. Harrison

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Low-cost assessment for early vigor and canopy cover estimation in durum wheat using RGB images (abstract)

J. A Fernandez-Gallego, S. C. Kefauver, N. A. Gutiérrez, M. T. Nieto-Taladriz, J. L. Araus

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Pasture biomass estimation using an image processing approach to LiDAR data processing (abstract)

J. Fourie, J. Hsiao; K. Irie, K. Ghamkhar

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Fast Visual Hull Extraction at High Resolution (abstract)

H. Scharr, C. Briese, A. Fischbach, F. Fiorani, M. Müller-Linow

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Hyperspectral image segmentation of plants grown under real world conditions – sub plant level segmentation to deal with variability in illumination (abstract)

D. Williams, A. Britten, H. Jones, A. Karley, S. McCallum, C. Hackett, M. Aitkenhead, K. Loades, J. Graham

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Using Stereo Imaging to Determine Phenotypic Parameters of Cereal Crops in the Field (abstract)

M. Theiss, M. Müller-Linow, U. Rascher, F. Fiorani

-

Ear density estimation in wheat crops from high resolution RGB images and deep learning methods (abstract)

S. Madec, F. Baret, S. Liu, X. Jin, B. De Solan

Photometric Stereo Technique Suitability Study for Plant Phenotyping (abstract)

Session 2

16:50

Invited/Keynote Talk (sponsored by LemnaTec): Learning to segment and count leaves (and other objects) sequentially

Bernardino Romera-Paredes (Google Deepmind)

17:20

Invited/Keynote Talk (sponsored by LemnaTec): Scalable and Reproducible Scientific Image Informatics

B.S. Manjunath (Bioinformatics Center, University of California, Santa Barbara)

17:50

Closing Remarks / Discussion

18:00

Adjurn