portrait


Ph.D. in Engineering, Assistant Professor
Division of Information Engineering,
Faculty of Engineering, Information and Systems,
University of Tsukuba
E-mail: iizuka（AT）cs.tsukuba.ac.jp




News

2020.9.2
One paper accepted to IEEE SMC 2020.
2020.8.7
One paper accepted to BMVC 2020.
2020.7.22
Two paper accepted to MICCAI 2020.
2019.9.2
One paper accepted to SIGGRAPH ASIA 2019.
2019.5.1
One paper accepted to ICIP 2019.
2019.4.15
Two papers accepted to CVPR Workshops 2019.
2019.2.27
Two papers accepted to MVA 2019.
2018.4.20
One paper accepted to SIGGRAPH 2018.
2018.4.10
One paper accepted to Computer Graphics International 2018.
2017.12.12
One paper accepted to ACM Transactions on Graphics.
2017.4.30
One paper accepted to ACPR 2017.
2017.2.28
One paper accepted to ICCV Workshop 2017.
2017.4.30
One paper accepted to SIGGRAPH 2017.
2017.2.28
One paper accepted to CVPR 2017.
2017.2.13
One paper 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 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 accepted to SIGGRAPH 2016.
2016.4.21
Sketch simplification paper accepted to SIGGRAPH 2016.
2016.2.2
Image weathering paper accepted to Eurographics 2016.
2016.2.2
Edit propagation paper (coauthor) accepted to Eurographics 2016.

Research Interests

Computer graphics, image editing, and computer vision

Projects

 DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement

Satoshi Iizuka, Edgar Simo-Serra
SIGGRAPH Asia 2019 [Project page] [BibTex]
Real-Time Data-Driven Interactive Rough Sketch Inking

Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa
SIGGRAPH 2018 [Project page] [BibTex]
Learning to Restore Deteriorated Line Drawing

Kazuma Sasaki, Satoshi Iizuka, Edgar Simo-Serra, Hiroshi Ishikawa
Computer Graphics International 2018 [Project page] [BibTex]
Mastering Sketching: Adversarial Augmentation for Structured Prediction

Edgar Simo-Serra*, Satoshi Iizuka*, Hiroshi Ishikawa
(*equal contribution)
ACM Transactions on Graphics [Project page] [BibTex]
What Makes a Style: Experimental Analysis of Fashion Prediction

Moeko Takagi, Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa
ICCV 2017 Workshop [Paper] [BibTex] [Dataset]
Globally and Locally Consistent Image Completion

Satoshi Iizuka, Edgar Simo-Serra, Hiroshi Ishikawa
SIGGRAPH 2017 [Project page] [BibTex]
Joint Gap Detection and Inpainting of Line Drawings

Kazuma Sasaki, Satoshi Iizuka, Edgar Simo-Serra, Hiroshi Ishikawa
CVPR 2017 [Project page] [BibTex]
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*, Hiroshi Ishikawa (*equal contribution)
SIGGRAPH 2016 [Project page] [BibTex]
Learning to Simplify: Fully Convolutional Networks for Rough Sketch Cleanup

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

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

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

Publications

Journals

  1. Edgar Simo-Serra, Satoshi Iizuka, and Hiroshi Ishikawa:
    "Real-Time Data-Driven Interactive Rough Sketch Inking",
    ACM Transactions on Graphics (Proc. of SIGGRAPH 2018), 2018, to appear.
  2. Kazuma Sasaki, Satoshi Iizuka, Edgar Simo-Serra, and Hiroshi Ishikawa:
    "Learning to Restore Deteriorated Line Drawing",
    The Visual Computer (Proc. of Computer Graphics International 2018), 34, 6-8, 1077-1085, 2018.
  3. Edgar Simo-Serra, Satoshi Iizuka, and Hiroshi Ishikawa:
    "Mastering Sketching: Adversarial Augmentation for Structured Prediction",
    ACM Transactions on Graphics, 37, 1, 11:1-11:13, 2018.
  4. Satoshi Iizuka, Edgar Simo-Serra, and Hiroshi Ishikawa:
    "Globally and Locally Consistent Image Completion",
    ACM Transactions on Graphics (Proc. of SIGGRAPH 2017), 36, 4, 107:1—107:14, 2017.
  5. 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 Transactions on Graphics (Proc. of SIGGRAPH 2016), 35, 4, 110:1—110:11, 2016.
  6. Edgar Simo-Serra, Satoshi Iizuka, Kazuma Sasaki, and Hiroshi Ishikawa:
    "Learning to Simplify: Fully Convolutional Networks for Rough Sketch Cleanup",
    ACM Transactions on Graphics (Proc. of SIGGRAPH 2016), 35, 4, 121:1—121:1, 2016.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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, Yuya Nagahama, Zheng Ze, Satoshi Iizuka, Edgar Simo-Serra, Yoshihiko Mochizuki, Hiroshi Ishikawa:
    "Adaptive Energy Selection For Content-Aware Image Resizing",
    Asian Conference on Pattern Recognition (ACPR), 2017.
  2. Moeko Takagi, Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa:
    "What Makes a Style: Experimental Analysis of Fashion Prediction",
    International Conference on Computer Vision Workshop (ICCVW), 2017.
  3. 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.
  4. 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.
  5. 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.
  6. 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)