Improving the Efficiency of CMOS Image Sensors through In-Sensor Selective Attention

Keyphrases

• CMOS Image Sensor 100%
• Efficiency Improvement 100%
• Selective Attention 100%
• Salient Object Detection 100%
• In-sensor 100%
• Loss Function 50%
• Human Vision 50%
• Latency 50%
• Processing Stages 50%
• Power Consumption 50%
• Feedback Loop 50%
• Object Detection 50%
• Grayscale Image 50%
• Loss Model 50%
• Feedback Method 50%
• Representative Dataset 50%
• Number of pixels 50%
• Salient Object 50%
• Saliency Based 50%
• Object Detection Algorithm 50%
• Selective Feedback 50%
• Similar Object Detection 50%
• Minimum number 50%
• Selected pixels 50%
• Sensor Output 50%
• Selective Attention Mechanism 50%
• Low-precision 50%
• Object Detection Accuracy 50%
• BDD100k 50%

Computer Science

• Object Detection 100%
• Saliency Detection 100%
• Selective Attention 100%
• Image Sensor 100%
• Power Consumption 50%
• Feedback Loop 50%
• Detection Accuracy 50%
• Structure Model 50%
• Attention (Machine Learning) 50%
• Object Detection Algorithm 50%
• Structure Function 50%
• Processing Step 50%