All Outputs (5)

Selective labeling: identifying representative sub-volumes for interactive segmentation (2016)
Presentation / Conference Contribution
Luengo, I., Basham, M., & French, A. P. (2016). Selective labeling: identifying representative sub-volumes for interactive segmentation. In Patch-based Techniques in Medical Imaging (17-24). https://doi.org/10.1007/978-3-319-47118-1_3

Automatic segmentation of challenging biomedical volumes with multiple objects is still an open research field. Automatic approaches usually require a large amount of training data to be able to model the complex and often noisy appearance and struct... Read More about Selective labeling: identifying representative sub-volumes for interactive segmentation.

SMURFS: Superpixels from multi-scale refinement of super-regions (2016)
Presentation / Conference Contribution
Luengo, I., Basham, M., & French, A. P. (2016). SMURFS: Superpixels from multi-scale refinement of super-regions. In Proceedings of the British Machine Vision Conference 2016. https://doi.org/10.5244/C.30.4

Recent applications in computer vision have come to rely on superpixel segmentation as a pre-processing step for higher level vision tasks, such as object recognition, scene labelling or image segmentation. Here, we present a new algorithm, Superpixe... Read More about SMURFS: Superpixels from multi-scale refinement of super-regions.

Approaches to three-dimensional reconstruction of plant shoot topology and geometry (2016)
Journal Article
Gibbs, J., Pound, M. P., French, A. P., Wells, D. M., Murchie, E. H., & Pridmore, T. P. (2016). Approaches to three-dimensional reconstruction of plant shoot topology and geometry. Functional Plant Biology, 44(1), 62-75. https://doi.org/10.1071/FP16167

There are currently 805 million people classified as chronically undernourished, and yet the World’s population is still increasing. At the same time, global warming is causing more frequent and severe flooding and drought, thus destroying crops and... Read More about Approaches to three-dimensional reconstruction of plant shoot topology and geometry.

A patch-based approach to 3D plant shoot phenotyping (2016)
Journal Article
Pound, M. P., French, A. P., Fozard, J. A., Murchie, E. H., & Pridmore, T. P. (2016). A patch-based approach to 3D plant shoot phenotyping. Machine Vision and Applications, 27(5), 767-779. https://doi.org/10.1007/s00138-016-0756-8

The emerging discipline of plant phenomics aims to measure key plant characteristics, or traits, though as yet the set of plant traits that should be measured by automated systems is not well defined. Methods capable of recovering generic representat... Read More about A patch-based approach to 3D plant shoot phenotyping.

Fast global interactive volume segmentation with regional supervoxel descriptors (2016)
Presentation / Conference Contribution
Luengo, I., Basham, M., & French, A. P. (2016, February). Fast global interactive volume segmentation with regional supervoxel descriptors. Presented at SPIE Medical Imaging, San Diego, California, United States

In this paper we propose a novel approach towards fast multi-class volume segmentation that exploits supervoxels in order to reduce complexity, time and memory requirements. Current methods for biomedical image segmentation typically require either c... Read More about Fast global interactive volume segmentation with regional supervoxel descriptors.