Geoffroi Côté

The Differentiable Lens: Compound Lens Search Over Glass Surfaces and Materials for Object Detection

Most camera lens systems are designed in isolation, separately from downstream computer vision methods. Recently, joint optimization approaches that design lenses alongside other components of the image acquisition and processing pipeline--notably, downstream neural networks--have achieved improved…