no code implementations • 25 Jul 2023 • Jose Sosa, Sharn Perry, Jane Alty, David Hogg
To address this, we propose an approach for estimating 2D mouse body pose from unlabelled images using a synthetically generated empirical pose prior.
no code implementations • 28 Apr 2023 • James Bungay, Osasenaga Emokpae, Samuel D. Relton, Jane Alty, Stefan Williams, Hui Fang, David C. Wong
Objective: to develop a proof of principle method to measure hand tremor amplitude from smartphone videos.
no code implementations • 18 Jan 2023 • Renjie Li, Chun Yu Lao, Rebecca St. George, Katherine Lawler, Saurabh Garg, Son N. Tran, Quan Bai, Jane Alty
RMT and a range of DLC models were applied to the video data with tapping frequencies up to 8Hz to extract movement features.
no code implementations • 6 Jul 2022 • Renjie Li, Xinyi Wang, Guan Huang, Wenli Yang, Kaining Zhang, Xiaotong Gu, Son N. Tran, Saurabh Garg, Jane Alty, Quan Bai
Deep supervision, or known as 'intermediate supervision' or 'auxiliary supervision', is to add supervision at hidden layers of a neural network.
no code implementations • 19 Dec 2021 • Renjie Li, Son Tran, Saurabh Garg, Katherine Lawler, Jane Alty, Quan Bai
Keypoint detection plays an important role in a wide range of applications.
no code implementations • 27 Oct 2021 • Guan Huang, Son N. Tran, Quan Bai, Jane Alty
We have implemented a hand gesture detector to detect the gestures in the hand movement tests and our detection mAP is 0. 782 which is better than the state-of-the-art.
no code implementations • 29 Apr 2021 • Renjie Li, Xinyi Wang, Katherine Lawler, Saurabh Garg, Quan Bai, Jane Alty
With populations ageing, the number of people with dementia worldwide is expected to triple to 152 million by 2050.