機器視覺算法與應用培訓
? 機器視覺算法與應用培訓
課程大綱：
1??Introduction??簡介
2??Image?Acquisition??圖像采集
???? 2.1??Illumination照明
???? 2.2??Lenses鏡頭
???? 2.3??Cameras攝像機
???? 2.4???Camera-Computer?Interfaces攝像機一計算機接口
3??Machine?Vision?Algorithms??機器視覺算法
???? 3.1???Fundamental?Data?Structures數據結構
???? 3.2??Image?Enhancement圖像增強
???? 3.3?Geometric?Transformations幾何變換
???? 3.4?Image?Segmentation圖像分割
???? 3.5?Feature?Extraction特征提取
???? 3.6?Morphology形態學
???? 3.7?Edge?Extraction邊緣提取
???? 3.8??Segmentation?and?Fitting?of?Geometric?Primitives?幾何基元的分割和擬合
???? 3.9??Camera?Calibration攝像機標定
???? 3.11??Template?Matching模板匹配
???? 3.12??0ptical?Character?Recognition光學字符識別(0CR)
? 4??Machine?Vision?Applications??機器視覺應用
???? 4.1??Wafer?Dicing半導體晶片切割
???? 4.2?Reading?of?Serial?Numbers序列號讀取
???? 4.3??Inspection?of?Saw?Blades鋸片檢測
???? 4.4??Print?Inspection印刷檢測
???? 4.5??Inspection?of?Ball?Grid?Arrays?(BGA)???BGA封裝檢查
???? 4.6???Surface?Inspection??表面檢測
???? 4.7??Measuring?of?Spark?Plugs火化塞測量
???? 4.8??Molding?Flash?Detection模制品披峰檢測
???? 4.9??Inspection?of?Punched?Sheets??沖孔板檢查
???? 4.10??3D?Plane?Reconstruction?with?Stereo使用雙目立體視覺系統進行三維平面重構
???? 4.11??Pose?Verification?of?Resistors電阻姿態檢驗
???? 4.12??Classification?of?Non-Woven?Fabrics??非織布料分類