2021 IEEE 17th International Conference on eScience Accepted

Forecasting Lake And Reservoir Ecosystems(FLARE)

----- Implement machine learning in data transferring

----- Used picture recognition to improve reservoir forecasting

SunCAVE

----- Used Google Coral Dev board to implement Posenet

----- Made Posenet run on ARM64 system

----- Used Edge Computing to implement SunCAVE

Recurrent Segmentation GANs for Video Super-Resolution

----- Combined Recurrent Neural Network and semantic segmentation into Generative Adversarial Networks

----- Used semantic segmentation to find the key object

----- Designed and trained a bidirectional network. Used GANs to produce realistic key object.
         Simultaneously, put others into Recurrent Neural Network to get the super-resolution video

3D Object Detection via Keypoints Tracking

----- Combined feature tracking and keypoint detection on 3D object

----- Designed and trained a network to track the object and keypoints simultaneously

----- Used 3D object detection to produce special effects in post-production

WANC Workshop paper Accepted, is-CANDAR 2019, Japan

A Virtual Sign Language Translator on Smartphones

----- Used pose detection to get movements of fingers

----- Implemented on smartphones by reducing model complexity and size

----- Designed an App to identify the meaning of sign language with single camera