PS-Plant: Photometric Stereo data sets

 

This collection contains data sets associated with PS-Plant, a low-cost and portable 3D plant phenotyping platform based on the Photometric Stereo (PS) imaging technique.

Items in this Collection

  • Photometric stereo training data set with annotated leaf masks 

    Scorza, Livia; Bernotas, Gytis; McCormick, Alistair
    Automated leaf segmentation is a challenging area in computer vision. Recent advances in machine learning approaches allowed to achieve better results than traditional image processing techniques; however, training such ...

  • Photometric stereo test data set 

    McCormick, Alistair; Scorza, Livia; Bernotas, Gytis
    A test data set for extracting trait data from Arabidopsis thaliana plants using PS-Plant software. The data set included raw and processed data, and a pre-trained Mask R-CNN model. This data set forms part of work done ...

  • SUPERSEDED - Photometric stereo dataset with annotated leaf masks 

    Scorza, Livia; Bernotas, Gytis; McCormick, Alistair
    ## This item has been replaced by the one which can be found at: http://hdl.handle.net/10283/3280 ## Automated leaf segmentation is a challenging area in computer vision. Recent advances in machine learning approaches ...