Deep optics for monocular depth estimation and 3D object detection

Engineering

• 3D Object Detection 100%
• Chromatic Aberration 66%
• Detection Performance 33%
• Coding Strategy 33%
• Image Processing 33%
• Single Image 33%
• Deep Neural Network 33%
• Defocus Blur 33%
• Lens Design 33%

Computer Science

• Depth Estimation 100%
• 3D Object Detection 100%
• Chromatic Aberration 28%
• Image Capture 14%
• Scene Understanding 14%
• Estimation Performance 14%
• Image Processing 14%
• Deep Neural Network 14%
• Physical Prototype 14%
• Object Detection 14%
• Detection Performance 14%
• Neural Network 14%
• Coding Strategy 14%

Keyphrases

• Absolute Depth 25%
• Object Detection Network 25%
• KITTI Dataset 25%
• Freeform Lens Design 25%
• Design Yield 25%
• Defocus Blur 25%