portrait


Ph.D. in Engineering, Junior Researcher
Hiroshi Ishikawa Laboratory,
Waseda Research Institute for Science and Engineering
E-mail: iizuka(AT)aoni.waseda.jp



News

2017.2.28
One paper was accepted to CVPR 2017.
2017.2.13
One paper was accepted to MVA 2017.
2016.10.30
We released the image colorization demo.
2016.9.2
We released the sketch simplification demo.
2016.5.18
Two papers were accepted to ICPR 2016.
2016.5.18
We released the source code of DeepProp.
2016.4.25
We released the source code of automatic image colorization.
2016.4.21
Automatic colorization paper was accepted to SIGGRAPH 2016.
2016.4.21
Sketch simplification paper was accepted to SIGGRAPH 2016.
2016.2.2
Image weathering paper was accepted to Eurographics 2016.
2016.2.2
Edit propagation paper (coauthor) was accepted to Eurographics 2016.

Research Interests

Computer graphics, image editing, and computer vision

Projects

Joint Gap Detection and Inpainting of Line Drawings

Kazuma Sasaki, Satoshi Iizuka, Edgar Simo-Serra, and Hiroshi Ishikawa
CVPR 2017
Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification

Satoshi Iizuka*, Edgar Simo-Serra*, and Hiroshi Ishikawa (*equal contribution)
To appear at SIGGRAPH 2016 [Project page] [BibTex]
Learning to Simplify: Fully Convolutional Networks for Rough Sketch Cleanup

Edgar Simo-Serra*, Satoshi Iizuka*, Kazuma Sasaki, and Hiroshi Ishikawa (*equal contribution)
To appear at SIGGRAPH 2016 [Project page] [BibTex]
Single Image Weathering via Exemplar Propagation

Satoshi Iizuka, Yuki Endo, Yoshihiro Kanamori, and Jun Mitani
Eurographics 2016 [Project page] [BibTex]
DeepProp: Extracting Deep Features from a Single Image for Edit Propagation

Yuki Endo, Satoshi Iizuka, Yoshihiro Kanamori, and Jun Mitani
Eurographics 2016 [Project page] [BibTex]
Efficient Depth Propagation for Constructing a Layered Depth Image from a Single Image

Satoshi Iizuka, Yuki Endo, Yoshihiro Kanamori, Jun Mitani, and Yukio Fukui
Pacific Graphics 2014 [Project page] [BibTex]
Object Repositioning Based on the Perspective in a Single Image

Satoshi Iizuka, Yuki Endo, Masaki Hirose, Yoshihiro Kanamori, Jun Mitani, and Yukio Fukui
Computer Graphics Forum (presented at EUROGRAPHICS 2015) [Project page] [BibTex]
Efficiently Modeling 3D Scenes from a Single Image

Satoshi Iizuka, Yoshihiro Kanamori, Jun Mitani, and Yukio Fukui
IEEE Computer Graphics & Applications [Project page]] [BibTex]
An Interactive Design System for Pop-Up Cards with a Physical Simulation

Satoshi Iizuka, Yuki Endo, Jun Mitani, Yoshihiro Kanamori, and Yukio Fukui
Computer Graphics International 2011 [Project page] [BibTex]

Publications

Journals

  1. Satoshi Iizuka, Edgar Simo-Serra, and Hiroshi Ishikawa:
    "Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification",
    ACM Transaction on Graphics (Proc. of SIGGRAPH 2016), to appear.
  2. Edgar Simo-Serra, Satoshi Iizuka, Sasaki Kazuma, and Hiroshi Ishikawa:
    "Learning to Simplify: Fully Convolutional Networks for Rough Sketch Cleanup",
    ACM Transaction on Graphics (Proc. of SIGGRAPH 2016), to appear.
  3. Satoshi Iizuka, Yuki Endo, Yoshihiro Kanamori, Jun Mitani:
    "Single Image Weathering via Exemplar Propagation",
    Computer Graphics Forum (Proc. of Eurographics 2016), 35, 2, 501-509, 2016.
  4. Yuki Endo, Satoshi Iizuka, Yoshihiro Kanamori, Jun Mitani:
    "DeepProp: Extracting Deep Features from a Single Image for Edit Propagation",
    Computer Graphics Forum (Proc. of Eurographics 2016), 35, 2, 189-201, 2016.
  5. Satoshi Iizuka, Yuki Endo, Yoshihiro Kanamori, Jun Mitani, Yukio Fukui:
    "Efficient Depth Propagation for Constructing a Layered Depth Image from a Single Image",
    Computer Graphics Forum (Proc. of Pacific Graphics 2014), 33, 7, 279-288, 2014.
  6. Satoshi Iizuka, Yuki Endo, Masaki Hirose, Yoshihiro Kanamori, Jun Mitani, Yukio Fukui:
    "Object Repositioning Based on the Perspective in a Single Image",
    Computer Graphics Forum, 33, 8, 157-166, 2014.
  7. Satoshi Iizuka, Yoshihiro Kanamori, Jun Mitani, Yukio Fukui:
    "Efficiently Modeling 3D Scenes from a Single Image",
    IEEE Computer Graphics and Applications, 32, 6, 18-25, 2012.
  8. Satoshi Iizuka, Yuki Endo, Jun Mitani, Yoshihiro Kanamori, Yukio Fukui:
    "An Interactive Design System for Pop-Up Cards with a Physical Simulation",
    The Visual Computer (Proc. of Computer Graphics International 2011), 27, 6, 605-612, 2011.

Conferences

  1. Kazuma Sasaki, Satoshi Iizuka, Edgar Simo-Serra, Hiroshi Ishikawa:
    "Joint Gap Detection and Inpainting of Line Drawings",
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, to appear.
  2. Ryutaro Kitagawa, Yoshihiko Mochizuki, Satoshi Iizuka, Edgar Simo-Serra, Hiroshi Ishikawa:
    "Banknote Portrait Detection Using Convolutional Neural Network",
    International Conference on Machine Vision Applications (MVA), 2017.
  3. Tomohiro Ishii, Edgar Simo-Serra, Satoshi Iizuka, Yoshihiko Mochizuki, Akihiro Sugimoto, Hiroshi Ishikawa, Ryosuke Nakamura:
    "Detection by Classification of Buildings in Multispectral Satellite Imagery",
    International Conference on Pattern Recognition (ICPR), 2016.
  4. Kosuke Fukano, Yoshihiko Mochizuki, Edgar Simo-Serra, Satoshi Iizuka, Akihiro Sugimoto, Hiroshi Ishikawa:
    "Room Reconstruction from a Single Spherical Image by Higher-order Energy Minimization",
    International Conference on Pattern Recognition (ICPR), 2016.

Domestic (Please see the Japanese page)