Dr Yang Song is an ARC Future Fellow, UNSW Scientia Fellow and Senior Lecturer in the School of Computer Science and Engineering. She graduated with a BEng in Computer Engineering from Nanyang Technological University, Singapore, and obtained a PhD degree in Computer Science from the University of Sydney in 2013.
Her research area is in Computer Vision, Biomedical Image Analysis, Machine Learning, Deep Learning, and General AI. She has over 130 peer-reviewed publications including papers in TMI, MedIA, TIP, NeuroImage, BMC Bioinformatics, CVPR, ICCV, AAAI, IJCAI, and MICCAI. Her current research mainly focuses on the development of machine learning and deep learning algorithms for computer vision problems such as:
- Abnormality detection and segmentation
- Morphological analysis in microscopy images
- Cell segmentation and tracking
- Biomarker detection and analysis
- General image classification
- Object detection and recognition
- 3D image reconstruction
- Action recognition and video analysis
- Vision language grounding
Personal website - http://www.cse.unsw.edu.au/~ysong/
Currently looking for a Research Associate to join the team! https://lnkd.in/gN7URVz