HiRISE: High-Resolution Image Scaling for Edge ML via In-Sensor Compression and Selective ROI

Keyphrases

• Region of Interest 100%
• Edge Machine Learning 100%
• High-resolution Image 100%
• Image Scaling 100%
• HiRISE 100%
• In-sensor 100%
• IoT Devices 66%
• Energy Consumption 33%
• Machine Learning 33%
• Fundamental Limits 33%
• Data Transfer 33%
• Machine Learning System 33%
• Machine Learning Models 33%
• Microcontroller 33%
• Image Classification 33%
• Object Detection 33%
• Detection Classification 33%
• Memory Requirements 33%
• Memory Capacity 33%
• Peak Memory 33%
• Edge Devices 33%
• Large-scale Image 33%
• Scaling Systems 33%

Computer Science

• Resolution Image 100%
• Machine Learning 100%
• Learning System 100%
• Internet-Of-Things 50%
• Energy Consumption 25%
• Fundamental Limit 25%
• Image Classification 25%
• Object Detection 25%
• Microcontroller 25%
• Memory Requirement 25%
• Memory Capacity 25%
• Image Sensor 25%
• Machine Learning Model 25%