Resources

Datasets

• The Headspace Dataset: set of 3D images of the human head, consisting of 1,519 subjects wearing tight fitting latex caps to reduce the effect of hairstyles.
• Outdoor Scene Relighting Dataset: Benchmark dataset for outdoor scene relighting. Our dataset contains eight sites shot from various viewpoints and at different timings using a DSLR camera and a 360 camera to capture the environment map. A colour chequerboard is also captured from both the DSLR and 360 cameras to account for colour calibration. The dataset has 3,240 views captured in 110 different recording sessions.

Code

• NeuSky
• RENI
• RENI++
• InverseRenderNet
• InverseRenderNet++
• YOLSO
• Least Squares Surface Reconstruction
• Depth from a polarisation + RGB stereo pair
• Matlab reimplementation of Efficiently combining positions and normals for precise 3D geometry
• MatlabRenderer
• 2 view photo-polarimetric stereo
• Polarisation height map estimation

Models

• The Liverpool-York Head Model (LYHM): 3D Morphable Model of shape and texture constructed from 1,212 3dMD scans.
• Universal Head Model: 3D Morphable Model constructed by combining the LYHM and Largescale Face Model of Imperial College.
• AlbedoMM: A Morphable Face Albedo Model: The first texture model for a 3D Morphable Model that is constructed using photometrically meaningful albedo maps captured in a lightstage.