Towards Deep Learning based Hand Keypoints Detection for Rapid Sequential Movements from RGB Images

no code implementations • 3 Apr 2018 • Srujana Gattupalli, Ashwin Ramesh Babu, James Robert Brady, Fillia Makedon, Vassilis Athitsos

Hand keypoints detection and pose estimation has numerous applications in computer vision, but it is still an unsolved problem in many aspects.

Keypoint Detection

Improving the Accuracy of the CogniLearn System for Cognitive Behavior Assessment

no code implementations • 25 Mar 2017 • Amir Ghaderi, Srujana Gattupalli, Dylan Ebert, Ali Sharifara, Vassilis Athitsos, Fillia Makedon

As a result of these improvements, the accuracy in recognizing cases where subjects touch their toes has gone from 76. 46% in our previous work to 97. 19% in this paper.

Evaluation of Deep Learning based Pose Estimation for Sign Language Recognition

no code implementations • 29 Feb 2016 • Srujana Gattupalli, Amir Ghaderi, Vassilis Athitsos

Human body pose estimation and hand detection are two important tasks for systems that perform computer vision-based sign language recognition(SLR).

Hand Detection Pose Estimation +2