CMPT Winter Computational Photography. Instructor: Yasutaka Furukawa. Quint Buchholz
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1 CMPT Winter 2018 Computational Photography Instructor: Yasutaka Furukawa Quint Buchholz
2 Today Why Computational Photography? Logistics About me Camera
3 Computational photography or computational imaging refers to digital image capture and processing techniques that use digital computation instead of optical processes. [Wikipedia]
4 Why Computational Photography? A Brief History of the Visual Media
5 Depicting Our World: The Beginning Prehistoric Painting, Lascaux Cave, France ~ 13, ,000 B.C.
6 Depicting Our World: Middle Ages The Empress Theodora with her court. Ravenna, St. Vitale 6th c.
7 Depicting Our World: Middle Ages Nuns in Procession. French ms. ca
8 Beginnings of the Renaissance Giotto, The Mourning of Christ, c.1305
9 Depicting Our World: Renaissance North Doors (1424) Lorenzo Ghiberti ( ) East Doors (1452)
10 Depicting Our World: Renaissance Piero della Francesca, The Flagellation (c.1469)
11 Depicting Our World: Toward Perfection Jan van Eyck, The Arnolfini Marriage (c.1434)
12 Depicting Our World: Toward Perfection Lens Based Camera Obscura, 1568
13 Depicting Our World: Perfection! Boulevard du Temple, Louis Daguerre, 1838
14 Depicting Our World: Realism?
15 Enter Computer Graphics...
16 Traditional Computer Graphics 3D geometry projection Simulation physics GRAPHICS
17 Modern Computer Graphics Amazingly real But so sterile, lifeless, futuristic (why?)
18 The richness of our everyday world Photo by Svetlana Lazebnik
19 Beauty in complexity University Parks, Oxford
20 Which parts are hard to model? Photo by Svetlana Lazebnik
21 People On the Tube, London From Final Fantasy
22 Faces / Hair From Final Fantasy Photo by Joaquin Rosales Gomez
23 Hyper-humans
24 Creating Realistic Imagery Computer Graphics Computational Photography Photography Realism Manipulation Ease of capture + great creative possibilities + easy to manipulate objects/ viewpoint -Tremendous expertise and effort to obtain realism + instantly realistic + easy to aquire - very hard to manipulate objects/viewpoint
25 Computational Photography How can I use computational techniques to 1.capture light in new ways? 2.breathe new life into the photograph? 3.visualize, organize, and navigate the captured visual world?
26 Relationship to Vision and Graphics 3D Model 2D image Computer Graphics: Models to Images Computer Vision: Images to Models Comp. Photography: Images to Images
27 Google Photosphere
28 WordLens / Google Translate
29 Fyuse
30 Virtual Real World Campanile Movie
31 Questions?
32
33
34
35
36
37 Colorizing Black and White Photos Zhang et al, Colorful Image Colorization", ECCV 2016
38 #edges2cats an
39 Photo to Painting
40 And back
41 Horse to zebra
42 Failure case
43 Creating art
44 Course objectives 1. You will have new abilities for visual creation. Graphic by James Hays
45 Course objectives 2. You will get a foundation in computer vision. Safety Health Security Comfort Fun Access
46 Course objectives 3. You ll better appreciate your own visual ability. Is that a queen or a bishop?
47 Seeing less than you think
48 Seeing less than you think
49 Seeing less than you think
50 Video by Antonio Torralba (starring Rob Fergus)
51 But actually Video by Antonio Torralba (starring Rob Fergus)
52 Course objectives 4. You will get a more intuitive understanding of important mathematical and computational concepts Convolutions, filtering Gradients Change of basis, interpolation, extrapolation, PCA Furrier Transforms Dynamic programming, recursion
53 Course objectives 5. You ll have fun doing cool stuff!
54 Questions?
55 Project 1: Fun with frequencies
56 Project2: Image quilting
57 Project 3: Gradient Domain Fusion
58 Project 3: Gradient Domain Fusion Weilun Sun
59 Project 4: Face morphing
60 Rachel Albert Project 4: Face morphing and caricatures The Beatles Polyjuice Potion
61 Final Project Something cool!!! We will have some suggestions or Do whatever you want (can be done in groups of 2 or 3)
62 For each project: Derive the math, implement stuff from scratch, and apply it to your own photos Report with images plus code Pick your favourite and we look at each other s Programming Language: Matlab you can use other languages, but you are on your own
63 Supplementary textbook
64 General Comments Senior undergraduate + Graduate level class Prerequisites CMPT 361 (Introduction to Computer Graphics) Talk to me otherwise. Linear algebra & Good programming skills. Emphasis on programming projects! Building something from scratch
65 Course website Or go from
66 Why you should NOT take this class You do not know linear algebra You do not like coding You just need some units for graduation You care grade more than learning
67 Why you should take this class You like creating interesting pictures/videos Very active industry Revolutions are happening Interested in grad school?
68 Questions?
69 About me B.S. University of Tokyo Ph.D. University of Illinois at Urbana-Champaign Internships at LucasFilm (ILM) Postdoc at University of Washington Software engineer at Google Inc. Washington University in St. Louis SFU from last summer
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