More project proposals

Other project ideas to be published in details soon:

• Using thermal camera and learning algorithms to detect animals (boars…) in private courtyards and public areas, see example project
• Enhanced LPR system: License plate recognition in combination with other features (car type / color / etc).
• Medical Ultrasound projects see example project 1 and example project 2
• Change Detection in Medical Images in collaboration with RAMBAM, see example project
• Build applications for “Everysight” AR glasses
• Photometric stereo using a computer screen and webcam (https://www.cc.gatech.edu/~phlosoft/files/schindler08_3dpvt.pdf, https://link.springer.com/article/10.1023/A:1008180726317). Use a laptop and screen as light source and webcam as camera. Take several images with different illuminations and recover normals.
• Direct and global separation   (http://dl.acm.org/citation.cfm?id=1141977). Build a setup for direct and global separation using a camera and a projector. As a bonus using the sun, camera and some structured occluder.
• Structured light in scattering media http://www1.cs.columbia.edu/CAVE/projects/struc_light/,http://ieeexplore.ieee.org/abstract/document/5603672/). Build a setup of a projector and a camera for light stripping in scattering media. Use standard method for 3D reconstruction by detecting the projector line in scattering. Finally recover scene without scattering. Can be interesting to build a compact system using a pico projector and a camera mounted together as one system.
• Focal Sweep: PSF invariant to depth of field  (http://www1.cs.columbia.edu/CAVE/projects/flexible_dof/). Extended DOF, where a large depth range is captured with a very wide aperture (low noise) but with nearly depth-independent defocus blur. Applying deconvolution to a captured image gives an image with extended DOF and yet high SNR.
  Simulate the capture of scenes with EDOF by translating a detector with a global shutter at a constant speed during image integration. The integrated PSF is then nearly invariant to scene depth for all depths swept by the focal plane. As a result, deconvolve the captured image with the integrated PSF to obtain an image with EDOF.
  As project B, can try to build , although can be complicated.
• Imaging around corners using ToF. Can be done in simulation using ToF camera and to localize one point source. (https://www.cv-foundation.org/openaccess/content_cvpr_2014/html/Heide_Diffuse_Mirrors_3D_2014_CVPR_paper.html, http://web.media.mit.edu/~achoo/tr/occluded.pdf, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5006175/). Maybe with having appropriate toy (Tof cam) as project B can build the system.
• more to come….