Can computers match human perception?

Successes
Computer vision algorithms rival humans
(from class discussion)
aligning images
face morphing (Conan)
super-res, filling in hole, inpainting
face recognition with very busy images, volume
texture synthesis
shape reconstruction?
navigation?
perception biases, optical illusion
pattern matching

Challenges
CV still far behind
(from class discussion)
image understanding
segmentation
3D shape
computers can’t drive?
making good photographs (composition)

Directions:  Sensors and Imaging

Directions:  Detection and Retrieval

Directions:  Vision and Learning

Directions:  Capturing Humans

Directions:  Scene Reconstruction