Yan is a PhD student at the Australian Centre for Robotic Vision at Monash University under the supervision of Professor Tom Drummond.
He is currently looking at ensemble learning methods for semantic classification and segmentation on single depth images. This is closely related to the current deep learning methods used by neural networks but Yan is investigating methods on extracting information from sources that are not commonly considered by neural networks in their approach when learning from data. He is using Decision Ferns as a way to generate my classifications on data as he hopes it will offer more insight on what is happening inside a system when it learns about data it is given; something that isn’t all that transparent in neural networks at the moment.
Australian Centre for Robotic Vision
2 George Street Brisbane, 4001
+61 7 3138 7549