All Outputs (3)

Crowd-sourcing applied to photograph-based automatic habitat classification (2014)
Presentation / Conference Contribution
Torres Torres, M., & Qiu, G. (2014, November). Crowd-sourcing applied to photograph-based automatic habitat classification. Presented at MAED 2014 - Proceedings of the 3rd ACM International Regular and Data Challenge Workshop on Multimedia Analysis for Ecological Data, Orlando Florida USA

Habitat classification is a crucial activity for monitoring environmental biodiversity. To date, manual methods, which are laborious, time-consuming and expensive, remain the most successful alternative. Most automatic methods use remote-sensed image... Read More about Crowd-sourcing applied to photograph-based automatic habitat classification.

A label ranking method based on Gaussian mixture model (2014)
Journal Article
Zhou, Y., Liu, Y., Gao, X.-Z., & Qiu, G. (2014). A label ranking method based on Gaussian mixture model. Knowledge-Based Systems, 72, 108-113. https://doi.org/10.1016/j.knosys.2014.08.029

A novel polar space random field model for the detection of glandular structures (2014)
Journal Article
Fu, H., Qiu, G., Shu, J., & Ilyas, M. (2014). A novel polar space random field model for the detection of glandular structures. IEEE Transactions on Medical Imaging, 33(3), 764-776. https://doi.org/10.1109/TMI.2013.2296572

In this paper, we propose a novel method to detect glandular structures in microscopic images of human tissue. We first convert the image from Cartesian space to polar space and then introduce a novel random field model to locate the possible boundar... Read More about A novel polar space random field model for the detection of glandular structures.