Documentation

Detailed Project Plan

This is the detailed project plan finished in the inception phase to introduce the project background, objective, methodology, tentative schedule and milestones.

Detailed Interim Report

This is the detailed interim report finished at the end of the elaboration phase to report the project progree with the preliminary implementation.

Final Report - Li Gengyu

This is the final report completed at the end of the construction phase to report the whole project process and results.

Final Report - Huang Siyi

TThis is the final report completed at the end of the construction phase to report the whole project process and results.

FYP Poster

This is the poster of this project, briefly introducing this project.

Reference List

H. Wu, C. Bailey, P. Rasoulinejad, and S. Li. Automatic Landmark Estimation for Adolescent Idiopathic Scoliosis Assessment Using BoostNet. In MICCAI, 2017.

B. Teixeira, V. Singh, T. Chen, K. Ma, B. Tamersoy, Y. Wu, E. Balashova, and D. Comaniciu. Generating Synthetic X-ray Images of a Person from the Surface Geometry. In CVPR, 2018.

R. Choi, K. Watanabe, H. Jinguji, N. Fujita, Y. Ogura, S. Demura, T. Kotani, K. Wada, M. Miyazaki, H. Shigematsu, and Y. Aoki. CNN-based Spine and Cobb Angle Estimator Using Moire Images. In IIEEJ, 2017.

H. Wu, C. Bailey, P. Rasoulinejad, and S. Li. Automatic Comprehensive Adolescent Idiopathic Scoliosis Assessment Using MVC-Net. In Medical Image Analysis, 2018.

Microsoft Azure Kinect DK: Azure Kinect DK Documentation. https://docs.microsoft.com/en-us/azure/kinect-dk.

K. Sun, Y. Zhao, B. Jiang, T. Cheng, B. Xiao, D. Liu, Y. Mu, X. Wang, W. Liu, and J. Wang. High-Resolution Representations for Labeling Pixels and Regions. In arXiv, 2019.

K. Sun, B. Xiao, D. Liu, and J. Wang. Deep High-Resolution Representation Learning for Human Pose Estimation. In arXiv, 2019.

I. J. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio. Generative Adversarial Nets. In arXiv: 1406.2661, 2014.

M. Lootus, T. Kadir, and A. Zisserman. Vertebrae Detection and Labeling in Lumbar MR Images. In Computational Methods and Clinical Applications for Spine Imaging, 2014.

A. Bulat, and G. Tzimiropoulos. Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources. In ICCV, 2017.