Japanese / English

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

2023.9.20

One paper accepted to SIGGRAPH Asia 2023 Conference Papers.

2023.6.24

One paper accepted to MICCAI 2023.

2023.6.14

One paper accepted to MVA 2023.

2023.5.9

One paper accepted to Computational Visual Media.

2023.5.4

One paper accepted to Computer Graphics International 2023.

2023.02.18

One paper accepted to ICASSP 2023.

2022.9.1

I have became an Associate Professor.

2021.10.25

One paper accepted to BMVC 2021.

2021.4.16

One paper accepted to CVPR Workshops 2021.

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.

Research Interests

Computer graphics, image editing, and computer vision

Projects

	Diffusion-based Holistic Texture Rectification and Synthesis Guoqing Hao, Satoshi Iizuka, Kensho Hara, Edgar Simo-Serra, Hirokatsu Kataoka, Kazuhiro Fukui SIGGRAPH Asia 2023 (Conference Papers) [project page]
	Controllable Multi-domain Semantic Artwork Synthesis Yuantian Huang, Satoshi Iizuka, Edgar Simo-Serra, Kazuhiro Fukui Computational Visual Media 2023 [Project page]
	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. Satoshi Iizuka and Edgar Simo-Serra:
   "DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement",
   ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2019), 38, 9, 1-13, 2019.
   
2. 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.
   
3. 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.
   
4. 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.
   
5. 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.
   
6. 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.
   
7. 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.
   
8. 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.
   
9. 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.
   
10. 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.
    
11. 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.
    
12. 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.
    
13. 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. Shimon Nakaune, Satoshi Iizuka, Kazuhiro Fukui:
   "Skeleton-aware Text Image Super-Resolution",
   The British Machine Vision Conference (BMVC), 2021.
2. Yusuke Horiuchi, Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa:
   "Differentiable Rendering-based Pose-Conditioned Human Image Generation",
   IEEE Conference in Computer Vision and Pattern Recognition Workshops (CVPRW), 2021.
3. Yutaka Momma, Weimin Wang, Edgar Simo-Serra, Satoshi Iizuka, Ryosuke Nakamura, Hiroshi Ishikawa:
   "P²Net: A Post-Processing Network for Refining Semantic Segmentation of LiDAR Point Cloud based on Consistency of Consecutive Frames",
   IEEE International conference On Systems, Man, and Cybernetics (SMC), 2020.
4. Naoto Masuzawa, Yoshiro Kitamura, Keigo Nakamura, Satoshi Iizuka, Edgar Simo-Serra:
   "Automatic Segmentation, Localization, and Identification of Vertebrae in 3D CT Images Using Cascaded Convolutional Neural Networks",
   International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2020.
5. Deepak Keshwani, Yoshiro Kitamura, Satoshi Ihara, Satoshi Iizuka, Edgar Simo-Serra:
   "TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling",
   International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2020.
6. Hao Guoqing, Satoshi Iizuka, Kazuhiro Fukui:
   "Image Harmonization with Attention-based Deep Feature Modulation",
   The British Machine Vision Conference (BMVC), 2020.
7. Shuhei Yokoo, Kohei Ozaki, Edgar Simo-Serra, Satoshi Iizuka:
   "Two-stage Discriminative Re-ranking for Large-scale Landmark Retrieval",
   IEEE Conference in Computer Vision and Pattern Recognition Workshops (CVPRW), 2020.
8. Akira Kudo, Yoshiro Kitamura, Yuanzhong Li, Satoshi Iizuka, Edgar Simo-Serra:
   "Virtual Thin Slice: 3D Conditional GAN-based Super-resolution for CT Slice Interval",
   International Conference on Medical Image Computing and Computer Assisted Intervention Workshops (MICCAIW), 2019.
9. Shuhei Yokoo, Satoshi Iizuka, Kazuhiro Fukui:
   "MLSNet: Resource-efficient Adaptive Inference with Multi-level Segmentation Networks",
   IEEE International Conference on Image Processing (ICIP), 2019.
10. Ryoji Ogata, Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa:
    "Temporal Distance Matrices for Squat Classification",
    IEEE Conference in Computer Vision and Pattern Recognition Workshops (CVPRW), 2019.
11. Mayu Omiya*, Yusuke Horiuchi*, Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa (*equal contribution):
    "Optimization-Based Data Generation for Photo Enhancement",
    IEEE Conference in Computer Vision and Pattern Recognition Workshops (CVPRW), 2019.
12. Masayuki Fujitani, Yoshihiko Mochizuki, Satoshi Iizuka, Edgar Simo-Serra, Hirokazu Kobayashi, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani, Hiroshi Ishikawa:
    "Re-staining Pathology Images by FCNN",
    International Conference on Machine Vision Applications (MVA), 2019.
13. Yusuke Horiuchi, Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa:
    "Spectral Normalization and Relativistic Adversarial Training for Conditional Pose Generation with Self-Attention",
    International Conference on Machine Vision Applications (MVA) , 2019.
14. Mayu Omiya, Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa:
    "Learning Photo Enhancement by Black-Box Model Optimization Data Generation",
    ACM SIGGRAPH Asia Technical Brief, 2018.
15. 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.
16. 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.
17. 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.
18. 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.
19. 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.
20. 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)