A Lightweight CNN-Based Vision System for Concrete Crack Detection on a Low-Power Embedded Microcontroller Platform.
Laura FalaschettiMattia BeccericaGiorgio BiagettiPaolo CrippaMichele AlessandriniClaudio TurchettiPublished in: KES (2022)
Keyphrases
- lightweight
- vision system
- low power
- low cost
- single chip
- real time
- power consumption
- embedded systems
- high speed
- communication infrastructure
- machine vision
- automatic inspection
- vlsi circuits
- computer vision
- artificial vision
- visual servoing
- wireless sensor networks
- low power consumption
- robotic systems
- rfid tags
- design considerations
- smart camera
- world model
- visual input
- cmos technology
- hardware and software
- control system
- visual attention
- image sensor
- logic circuits
- object detection
- power dissipation
- industrial parts