The Mission of Our Lab
The Mission of Our Lab
In visual computing, encompassing computer graphics and computer vision, we have traditionally analyzed rendered/captured images from virtual/real cameras that were developed in isolation from visual-computing downstream tasks. Our lab focuses on differentiable visual computing, a field in which we strive to jointly design and optimize the end-to-end pipeline of visual computing: light, lens, sensors, (neural) representations, and (neural) reconstructions. By bringing these components together, we could achieve something that was previously unattainable. As such, our research lies at the intersection of computer graphics, computer vision, optics, imaging, display, and machine learning.
In visual computing, encompassing computer graphics and computer vision, we have traditionally analyzed rendered/captured images from virtual/real cameras that were developed in isolation from visual-computing downstream tasks. Our lab focuses on differentiable visual computing, a field in which we strive to jointly design and optimize the end-to-end pipeline of visual computing: light, lens, sensors, (neural) representations, and (neural) reconstructions. By bringing these components together, we could achieve something that was previously unattainable. As such, our research lies at the intersection of computer graphics, computer vision, optics, imaging, display, and machine learning.
In regards to differentiable visual computing, we are currently working on the following specific topics
Visual representation
Visual representation
Neural scene representation, reflectance, BRDF, polarization, spectrum, plenoptic function, light field, ...
Vision under extreme condition
Vision under extreme condition
Metasurface imaging, 360 imaging, seeing through fog, low-light imaging, ...
3D reconstruction
3D reconstruction
Neural scene reconstruction, shape and reflectance imaging, multi-view imaging, ...
Holographic display
Holographic display
Metasurface display, virtual and augmented reality, ...
Recent Presentations on Youtube
Recent Presentations on Youtube
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