05/2014 - Hiện tại
Hsinchu, Hsinchu City, Taiwan
Technical Manager
ADAS/Camera Calibration
(1) Surround reconstruction algorithm design.
(2) 2D/3D/Object Segmentation Mask neural network post processing algorithm design.
(3) Integrate Radar/vision fusion.
(4) ADAS demo cars built for customers, including debugging, testing and data analysis
(5) ADAS System develop and other product related with camera system, like E-Mirror, BSD, Surround view etc.
(6) Feature matching algorithm design
(7) Radar and camera calibration algorithm design
(8) Implement third party algorithm to Amba GPU for acceleration
Image Quality / IDSP
(1) Bring up, verify, and maintain Image Processing Algorithm on SoC (RAW/YUV/CFA domain).
(2) Develop still/video pipelines with DSP driver and user-level Application.
(3) Assist in lens and sensor calibration. (Warp, Bad Pixel, Vignette, Chroma Aberration)
(4) support IQ tuning and IQ verification tool design
(5) EIS driver porting.
(6) Bring up chip :A12, A9SE, A9AQ,CV1 IDSP driver.
(7) ISP verification tool develop
(8) co-work with multiple function/layer to solve the issue.
(9) Misra C and ISO 26262 integration
(10) AVM / E-mirror surround view, automotive project
(11) Sport Cam, Card DV, IP Camera, and Drone project. (Especially in Gopro/DJI
Computer Version
(1) Customer CNN model porting at Amba platform
(2) Caffe model and Tensor flow
(3) System application integration
(4) Optimize algorithm by using ARM NEON.
(5) Use Amba GPU to support computer vision calculation.
(6) Object detection with COCO evaluation
(7) Segmentation object mask with Cityscapes evaluation
(8) Auto Testing and verification tool develop