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2010 電資院 「頂尖企業暑期實習」 經驗分享心得報告. 實習學生:電資院學士班魏衍昕. Preface. (i)Time : 07/01/2010 to 08/31/2010 Total 62 days (ii)Location : ITRI (iii)Teacher : 林炳立 director (iiii)Motivation : challenge myself. Overview. Introduction Recaps Embedded systems Digital image processing Application project
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2010電資院「頂尖企業暑期實習」經驗分享心得報告2010電資院「頂尖企業暑期實習」經驗分享心得報告 實習學生:電資院學士班魏衍昕
Preface • (i)Time:07/01/2010 to 08/31/2010 • Total 62 days • (ii)Location:ITRI • (iii)Teacher:林炳立director • (iiii)Motivation:challenge myself
Overview • Introduction • Recaps • Embedded systems • Digital image processing • Application project • Reflections • On working experience • On industrial technology • Future Consideration • Conclusions • Appendix
Introduction • ITRI Information & Communications Research Laboratories
Embedded Systems • Digital Video Camera • Basic computer architecture • Linux OS • Finite resource
Digital Image Processing • Examples • Restoration of image • Photo enhancement • Noise reduction • Special effects • Halftoning • Face detection
Application Project • Face detection • Color analysis • Template matching • Neural networks
My Algorithm • My approach • Rule-based face detection Input images from video camera Edge detection Search the dark points of one of the areas Skin color detection Check special rule of human face Roughly skin color area shape analysis Output images to PC with detected faces surrounded by bold white lines if there are faces If not, just output the input image Possible face areas determined
Cont’ • Distance dependent Far Near
Cont’ • Overlapped multiple faces
On working experience • Ideal assumptions of theories • Implementing makes experience Theory Practical cases Should be modified Ideal case
Cont’ • Feed back refining • Approach is not unique Other methods
On Industrial Technology • Computer Science • Human abilities imitation • Why not make it think as human beings
Conclusions • Do it yourself. • Ability to collect relevant documents to solve problem is important. • Innovation is emphasized more than ever.