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Machine Vision
Taka Wang
2023/01/13
Machine Vision System
Machine Vision System
( / V)
I/O ( / V)
/Sensor/Encoder
⼯業相機
Why Industrial Camera
.
.
. *
Sony, Dalsa
.
2-3
. Raw data
mjpeg
https://zhuanlan.zhihu.com/p/
品牌
https://s .i-micronews.com/uploads/ / /YINTR -Machine-Vision-for-Industry-and-Automation- _Yole_ yer.pdf
傳輸介⾯
Transfer Interface - ( / )
USB . USB . GigE A B Camera Link
Mbps Gbps Mbps Mbps Mbps . Gbps
Mbps Mbps . Mbps . Mbps . Mbps Mbps
m m m m m m*
https://www.baslerweb.com/en/vision-campus/vision-systems-and-components/camera-selection/
https://zhuanlan.zhihu.com/p/386270014?utm_id=0
Transfer Interface - ( / )
. MP / " CMOS, Global Shutter, IMX
Interface
https://forums.developer.nvidia.com/t/usb-bandwidth-problem/ /
Transfer Interface - ( / )
Transfer Interface - ( / )
https://link.medium.com/rKuikS Skwb
感光元件曝光技術
- (1/2)
https://www.baslerweb.com/en/vision-campus/vision-systems-and-components/camera-selection/
https://blog.csdn.net/lz0499/article/details/102616773
Rolling Shutter Global Shutter
- (1/2)
https://www.baslerweb.com/en/vision-campus/vision-systems-and-components/camera-selection/
https://blog.csdn.net/lz0499/article/details/102616773
Rolling Shutter Global Shutter
- (2/2)
https://blog.csdn.net/lz /article/details/
( )
顏⾊
Color Filter Array (CFA)
https://www.vision-doctor.com/en/area-scan-cameras/single-chip-colour-cameras.html
https://zh.wikipedia.org/wiki/%E % B% C%E % %BE%E %BF%BE%E % %B %E % F%A
http://www.centralds.net/cam/?p=8561
https://www. stvision.com/machine-vision-solutions/ / /how-much-resolution-do-i-lose-using-a-color-camera-in-a-mono-mode.html
鏡頭接⼝
Lens Mount ( / )
C Mount
C Mount
CS Mount
C Mount
C Mount
C Mount
https://www.industrial-camera.com/c-mount-lens.htm
相機類型
https://youtu.be/ktSqmv6xF3A
Devices working with the encoder
. As the encoder is rotating the object on
the conveyor belt moves.
. Signal output called A, B, Z phase is
manufactured as the encoder rotates.
. The signals on A,B,Z phase are
transmitted to the frame grabber through
the cables
. The frame grabber receives the
signals(A,B,Z phase) and CC signal is
generated accordingly.
. Camera receives CC signal and capture
line.
http://aval-global.com/?p=6940
Rotary Encoder (shaft encoder)
Encoder Placement
http://aval-global.com/?p=6940
https://youtu.be/H4Qg_6oR3ho
Sensor Size
Pixels Resolution RAW File Size
0.3 MP 640 x 480
0.48 MP 800 x 600
0.78 MP 1024 x 768
1 MP 1280 x 960
2 MP 1600 x 1200
3 MP 2048 x 1536 9 MB
4 MP 2240 x 1680 12 MB
Pixels Resolution RAW File Size
5 MP 2560 x 1920 15 MB
6 MP 3072 x 2048 18 MB
7 MP 3072 x 2304 21 MB
8 MP 3360 x 2460 24 MB
9 MP 3456 x 2592 27 MB
10 MP 3648 x 2736 30 MB
12 MP 4000 x 3000 36 MB
http://www.media.com.tw/modules/news2012A02/article.php?storyid=17
Sensor Size 4:3
RGB 3 Bytes
Sensor Size & Pixel Size ( / )
https://vst.co.jp/zh-hant/glossary/sensor-size-pixel-size/
https://www.bhphotovideo.com/explora/photography/tips-and-solutions/bigger-better-sensor-size-examined
Sensor Size & Pixel Size ( / )
https://vst.co.jp/zh-hant/glossary/sensor-size-pixel-size/
https://www.bhphotovideo.com/explora/photography/tips-and-solutions/bigger-better-sensor-size-examined
Sensor Size & Pixel Size ( / )
https://vst.co.jp/zh-hant/glossary/sensor-size-pixel-size/
https://www.bhphotovideo.com/explora/photography/tips-and-solutions/bigger-better-sensor-size-examined
Sensor Size & Pixel Size ( / )
https://www.vision-doctor.com/en/camera-technology-basics/sensor-and-pixel-sizes.html
Example ( / )
https://www.theimagingsource.com/products/industrial-cameras/usb-3.0-monochrome/
Sony Second IMX sensor ( / )
https://www.baslerweb.com/en/vision-campus/camera-technology/comparison-between-sony-s-imx-cmos-sensor-series/
https://www.edmundoptics.com/knowledge-center/application-notes/imaging/6-fundamental-parameters-of-an-imaging-system/
https://www.edmundoptics.com/knowledge-center/tech-tools/imaging-system-parameter-calculator/
Resolution
650 mm
500 mm
0.5mm 650x mm
650 mm
500 mm
0.5mm 650x mm
= / x /
= / . x / .
= , x ,
650 mm
500 mm
0.5mm 650x mm
= / x /
= / . x / .
= , x ,
2~4
650 mm
500 mm
0.5mm 650x mm
= / x /
= / . x / .
= , x ,
2~4
= 130 x
650 mm
500 mm
0.5mm 650x mm
= / x /
= / . x / .
= , x ,
2~4
= 130 x
500
12 mm
10 mm
0.01mm 12x mm
12 mm
10 mm
0.01mm 12x mm
= / x /
= / . x / .
= , x ,
12 mm
10 mm
0.01mm 12x mm
2~4
= / x /
= / . x / .
= , x ,
12 mm
10 mm
0.01mm 12x mm
2~4
= 120 x
= / x /
= / . x / .
= , x ,
12 mm
10 mm
0.01mm 12x mm
2~4
= 120 x
500
= / x /
= / . x / .
= , x ,
0.02mm( )
1,000x , mm
0.02mm( )
1,000x , mm
,
( / ) x ~
Frame Rate
Frame Rate
https://helpx.adobe.com/cn/animate/using/time.html
Frame Rate
https://helpx.adobe.com/cn/animate/using/time.html
Frame Rate
Resolution: , x ,
mapping: mm = pixels
surface: m = , mm
speed: mm/s
object
https://forums.ni.com/t /Machine-Vision/how-to-calculate-frame-rate-required-when-I-need-to-scan-surface/td-p/
Frame Rate
Resolution: , x ,
mapping: mm = pixels
surface: m = , mm
speed: mm/s
object
Frame 200 mm ( , / )
https://forums.ni.com/t /Machine-Vision/how-to-calculate-frame-rate-required-when-I-need-to-scan-surface/td-p/
Frame Rate
Resolution: , x ,
mapping: mm = pixels
surface: m = , mm
speed: mm/s
object
Frame 200 mm ( , / )
50 20
https://forums.ni.com/t /Machine-Vision/how-to-calculate-frame-rate-required-when-I-need-to-scan-surface/td-p/
Frame Rate
Resolution: , x ,
mapping: mm = pixels
surface: m = , mm
speed: mm/s
object
Frame 200 mm ( , / )
( mm/s) / ( mm) = . frame/s
50 20
https://forums.ni.com/t /Machine-Vision/how-to-calculate-frame-rate-required-when-I-need-to-scan-surface/td-p/
Frame Rate
Resolution: , x ,
mapping: mm = pixels
surface: m = , mm
speed: mm/s
object
Frame 200 mm ( , / )
( mm/s) / ( mm) = . frame/s
50 20
100 20
https://forums.ni.com/t /Machine-Vision/how-to-calculate-frame-rate-required-when-I-need-to-scan-surface/td-p/
Frame Rate
Resolution: , x ,
mapping: mm = pixels
surface: m = , mm
speed: mm/s
object
Frame 200 mm ( , / )
( mm/s) / ( mm) = . frame/s
50 20
100 20
, mm / mm = frames
https://forums.ni.com/t /Machine-Vision/how-to-calculate-frame-rate-required-when-I-need-to-scan-surface/td-p/
Frame Rate
Resolution: , x ,
mapping: mm = pixels
surface: m = , mm
speed: mm/s
object
Frame 200 mm ( , / )
( mm/s) / ( mm) = . frame/s
50 20
100 20
, mm / mm = frames
2.5 FPS 5
https://forums.ni.com/t /Machine-Vision/how-to-calculate-frame-rate-required-when-I-need-to-scan-surface/td-p/
FOV: cm = mm
speed: m/s = , mm /s
object
mapping: mm = pixels
( / )
Check List
鏡頭
image circle
MTF ( )
Working Distance (WD) Focal Length
Lens
Camera Body
Sensor
Size
Field
of
View
(FOV)
Working Distance (WD) Focal Length
Lens
Camera Body
Sensor
Size
Field
of
View
(FOV)
Sensor Size
FOV WD
Focal Length
放⼤率
0.5mm 650x mm
0.5mm 650x mm
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
Sensor Size
FOV WD
Focal Length
放⼤率
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
Sensor Size
FOV WD
Focal Length
放⼤率
放⼤率 = 8.5 mm / 650 mm = 0.013
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
Sensor Size
FOV WD
Focal Length
放⼤率
放⼤率 = 8.5 mm / 650 mm = 0.013
1,500 mm
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
Sensor Size
FOV WD
Focal Length
放⼤率
放⼤率 = 8.5 mm / 650 mm = 0.013
1,500 mm
焦距 = 0.013 x 1,500 = 19.5
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
Sensor Size
FOV WD
Focal Length
放⼤率
放⼤率 = 8.5 mm / 650 mm = 0.013
1,500 mm
焦距 = 0.013 x 1,500 = 19.5
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
Sensor Size
FOV WD
Focal Length
放⼤率
放⼤率 = 8.5 mm / 650 mm = 0.013
1,500 mm
焦距 = 0.013 x 1,500 = 19.5
12mm, mm, mm, mm, mm, mm, mm
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
Sensor Size
FOV WD
Focal Length
放⼤率
放⼤率 = 8.5 mm / 650 mm = 0.013
1,500 mm
焦距 = 0.013 x 1,500 = 19.5
12mm, mm, mm, mm, mm, mm, mm
實際放⼤率 = 16 mm / 1,500 mm = 0.011 實際放⼤率 = 20 mm / 1,500 mm = 0.013
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
Sensor Size
FOV WD
Focal Length
放⼤率
放⼤率 = 8.5 mm / 650 mm = 0.013
1,500 mm
焦距 = 0.013 x 1,500 = 19.5
12mm, mm, mm, mm, mm, mm, mm
實際放⼤率 = 16 mm / 1,500 mm = 0.011 實際放⼤率 = 20 mm / 1,500 mm = 0.013
實際視野長度 = sensor長/放⼤率 = 8.5mm/0.011 = 772 mm 實際視野長度 = 8.5mm/0.013 = 653 mm
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
Sensor Size
FOV WD
Focal Length
放⼤率
放⼤率 = 8.5 mm / 650 mm = 0.013
1,500 mm
焦距 = 0.013 x 1,500 = 19.5
12mm, mm, mm, mm, mm, mm, mm
實際放⼤率 = 16 mm / 1,500 mm = 0.011 實際放⼤率 = 20 mm / 1,500 mm = 0.013
實際視野長度 = sensor長/放⼤率 = 8.5mm/0.011 = 772 mm 實際視野長度 = 8.5mm/0.013 = 653 mm
實際視野寬度 = sensor寬/放⼤率 = 7.1mm/0.011 = 645 mm 實際視野寬度 = 7.1mm/0.013 = 546 mm
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
Sensor Size
FOV WD
Focal Length
放⼤率
放⼤率 = 8.5 mm / 650 mm = 0.013
1,500 mm
焦距 = 0.013 x 1,500 = 19.5
12mm, mm, mm, mm, mm, mm, mm
實際放⼤率 = 16 mm / 1,500 mm = 0.011 實際放⼤率 = 20 mm / 1,500 mm = 0.013
實際視野長度 = sensor長/放⼤率 = 8.5mm/0.011 = 772 mm 實際視野長度 = 8.5mm/0.013 = 653 mm
實際視野寬度 = sensor寬/放⼤率 = 7.1mm/0.011 = 645 mm 實際視野寬度 = 7.1mm/0.013 = 546 mm
實際精度 = 視野長/sensor長個數 = 772mm/2,448 = 0.315 mm 實際精度 = 653mm/2,448 = 0.267 mm
0.5mm 650x mm
sensor size (長邊) = 2,448 x 3.45 µm = 8.5 mm
sensor size (短邊) = 2,048 x 3.45 µm = 7.1 mm
Sensor Size
FOV WD
Focal Length
放⼤率
放⼤率 = 8.5 mm / 650 mm = 0.013
1,500 mm
焦距 = 0.013 x 1,500 = 19.5
12mm, mm, mm, mm, mm, mm, mm
實際放⼤率 = 16 mm / 1,500 mm = 0.011 實際放⼤率 = 20 mm / 1,500 mm = 0.013
實際視野長度 = sensor長/放⼤率 = 8.5mm/0.011 = 772 mm 實際視野長度 = 8.5mm/0.013 = 653 mm
實際視野寬度 = sensor寬/放⼤率 = 7.1mm/0.011 = 645 mm 實際視野寬度 = 7.1mm/0.013 = 546 mm
實際精度 = 視野長/sensor長個數 = 772mm/2,448 = 0.315 mm 實際精度 = 653mm/2,448 = 0.267 mm
!
20230104 - machine vision

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20230104 - machine vision