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스마트 솔루션과 스마트 플랫폼을 위한 고성능 스마트 비전 카메라
LaonPeople Inc.
김헌중
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CONTENTS
1. Machine Vision & Technology Trend
2. Smart Factory Overview
3. Machine Vision Keyword for Smart Factory
4. Smart Vision Camera Solution for Smart Factory
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Machine vision (MV) is the technology and methods used to
provide imaging-based automatic inspection and analysis for such
applications as automatic inspection, process control, and robot
guidance in industry.
Machin Vision
Vision System
√ Smart Camera
√ Machine Vision Camera and PC (Option : Grabber)
√ Machine Vision S/W
Vision Camera √ Vision Processor + Vision Sensor + Lens
Optics and illumination √ Focusing the image of the object while lighting system illuminates
Frame Grabber √ Capturing the camera’s output to transfer data to the PC
Vision S/W √ Analyzing and manipulate the image and extract information
Machine Vision 1-1. Machine Vison
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Core Technology Trend
High Resolution
WQVGA ~ 25M(5120x5120)
High Frame Rate
12M@190fps .400x288(WQVGA)@2000fps
Recent Interface
. CoaXPress, Camera Link
. GigE, USB3.0, HDMI..
Enhance Image Processing
. AWB, PRNU, Defect Correction . Noise Reduction, Color Correction, Morphology,..
1-2. Machine Vision Core-Tech. Trend Cont.
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Core Technology Trend
Mixed Detection/Inspection
. Inspection+ OCR+ Barcode
. Shape+ Pattern+ Gaging
. 1D/2D Barcode(w/ DPM) + OCR
SW Configuration
. User Friendly (More Simple)
. Auto Simulation
. Easy Configuration
Stand Alone System
Smart Camera . External Device Integration . High Performance . Mobile Connectivity
1-3. Machine Vision Core-Tech. Summary
Test Sample OK !
But, Real World, Tough !
LaonPeople MTiGTM & Analyzer
Best Inspection !
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∙ ICT와 제조업의
완벽한 융합
∙ 사물인터넷(IoT)확산
∙ 시뮬레이션을 통한
최적
생산 등
Industry
3.0
Industry
4.0
2-1. Smart Factory & Industry 4.0 Overview
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2-2. Machine Vision Solution with Smart factory Platform
Industrial Sensors
션 트
/ 트
비전솔루션
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3D Printing
/
라
스마트 ( )
스
. 비
.
위
<Industry 4.0 Keyword>
<Smart Factory 8 >
Machine Vision Keyword for Smart Factory
▶ Stand Alone System
▶ 시 → Server Platform
▶ Solution Scalability
▶ Mobile Device와의 Connectivity (Smart Phone, Table)
▶ Network Connectivity (Intra to Web)
▶ 이 Platform 한 Open Platform 의 HLOS (High Level Operating System)
▶ Computing Power (Vision Inspection + Connectivity Solution)
3-1. Machine Vision Keyword for Smart Factory
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3-2. Machine Vision Platform Movement ( To Smart Factory )
Hardware
Firmware
OS
API / Library
Application
Functions Base Solution Base &
Scalability
UI Side UX side (More Simple)
Disconnected Web / Cloud / Mobile
User & Developer-Friendly
RTOS HLOS
(Android, Linux,
Windows Embedded)
PC Base Smart Camera
/Web Base/PC
Remote Update
Resolution ⇧, Frame ⇧, Performance ⇧
Current I/F(Wired I/F) + Wireless I/F
Spec.
Interface
Fixed Device
Adaptable
- Configurable HW Platform
- Sensor Exchange
- External Device Embedded
Maintenance Efficiency, Remote Control
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4-1. Stand Alone Type Smart Camera
Stand-Alone Application
Application Workstation
Data Station/CPS (Cyber-Physical Production System)
Remote Operator
Single Device Solution Vs. Multi Device Solution
Direct Solution Vs. Indirect Solution
Single Platform Vs. Multi Platform
HDMI
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4-2. Server Platform for module base process
Ethernet/IO
Server Platform
Master Controller or
Client A
Slave Controller or
Client B
A B C
Slave Controller or
Client C
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4-3. Solution Scalability
Remote Control/Update/Upgrade
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4-4. Mobility & Maintenance Efficiency
HDMI
HDMI
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DshowFilter
4-5. High Level “OS & SW Platform”
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4-6. High Performance Vision Camera
and….Media, Web, Message Solution
VGA
5M
Vision Processing
+ + #1
#2
#3
Media, Web, Communication
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4-7. Smart Vision Camera Structure
High Performance Vision Processing
- Sensor replaceable (…,vga..1.2M,..5M)
- Performance Scalable (w/ FPAG+Multi-Core) -
- Application Extendable
Connectivity
/Communication
Data Station/CPS (Cyber-Physical Production System)
Robot
VGA
5M
Sensor
SensorCaptu
reFPGA
ISP
USB I/F
Image P
roce
ssin
g
C2C, HSIC
ParallelCusto
miz
ed
Pro
cessing L
ogic
Vis
ion P
rocess
ing
High Performance Application Processor
Sm
art
Application
Pla
tform
Connectivity S
olu
tion
Alg
orith
m P
rocess
ing
With
Multi-Core
NEO
N o
r S
IMD
Arc
hitect
ure
GPU