[image 02443] 再送【本日開催】Re: 講演会(5/29)のご案内

[Akihiro Sugimoto]

下記の講演会開催は本日ですので、再送させていただきます。

杉本

On Mon, 22 May 2017 12:59:17 +0900
Akihiro Sugimoto <sugimoto ＠ nii.ac.jp> wrote:

> 皆様
> 
> 下記の講演会を開催します。事前登録不要、参加費不要ですので、
> ふるってご参加ください。
> 
> 杉本
> 
> ------------------------------------------------------------
> 日時:   5月29日(月曜日) 16:30 - 17:30 
> 
> 場所:   国立情報学研究所 　1208号室(12F)
>            (東京都千代田区一ツ橋）
>             http://www.nii.ac.jp/about/access/
> 
> 講演者:     Prof. Shang-Hong Lai
>                 National Tsing Hua University, Hsinchu, Taiwan 
>                 http://www.cs.nthu.edu.tw/~lai/
> 
> タイトル:  Image completion and restoration with deep learning
> 
> アブストラクト:
> Recent advances in several image processing problems, such as 
> image super-resolution, image completion and image restoration, 
> have shown remarkable progress by using deep learning techniques. 
> In this talk, I will present some of our recent research works on
> different image processing problems with carefully designed deep
> learning networks. For image completion with arbitrary shape of image
> corruption, we propose a lightweight CNN model with conditional
> generative adversarial networks (GANs) by using a stable adversarial
> training scheme. For image restoration, we focus on reconstructing
> fingerprint ridge structure from a corrupted fingerprint image. The
> proposed CNN model consists of two streams that reconstruct the
> ?ngerprint image and orientation ?eld simultaneously. For depth image
> super-resolution, we integrate several techniques, including multi-frame
> fusion, guided filtering, and deep learning, to enhance the quality and
> resolution of depth images. Finally, I will show some experimental
> results to demonstrate the superior performance of the proposed 
> methods compared to the existing methods.
> 
> Bio: 
> Shang-Hong Lai received the Ph.D. degree in electrical and computer 
> engineering from University of Florida, U.S.A., in 1995. Subsequently,
> he joined Siemens Corporate Research in Princeton, New Jersey, as a
> member of technical staff. Since 1999, he came back to Taiwan and became
> a faculty member in the Department of Computer Science, National Tsing
> Hua University, Taiwan. He is currently a professor and the department
> chair in the same department. In 2004, he was a visiting scholar with
> Princeton University. Dr. Lai’s research interests include computer
> vision, image processing, machine learning, and multimedia signal
> processing. He has authored more than 200 papers published in the
> related international journals and conferences. Dr. Lai has served as an
> area chair or a program committee member for a number of international
> conferences, including CVPR, ICCV, ECCV, ACCV, ICPR, PSIVT, ACPR, ACM
> Multimedia and ICME. He was a program co-chair for ACCV'16 and several
> international workshops. Moreover, he has served as an associate editor
> for Journal of Signal Processing Systems and IPSJ Transactions on
> Computer Vision and Applications. He also served as a guest editor for
> special issues in several international journals.
> 
> ------------------
> 
> 
> 
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