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庄野 逸 研究室
Showing the original Japanese · View translation
視覚の仕組みを手がかりに、画像処理と深層学習を探る研究室。
AboutAbout the lab
視覚の仕組みから、画像処理と深層学習を考える。
庄野研究室は、
人や
訓練を
材料科学などの
日本アイ・ビー・
Key terms
- 神経回路モデル
- 脳の
ニューロンが 集まって 情報を 処理する 仕組みを、 計算機で 再現する ための モデル - CNN
- 深層畳み込みニューラルネットワーク。
脳の 階層構造を 参考に した 深層学習の モデル。 基本の 演算は 畳み込み - テクスチャ
- 模様のような
画像パターン。 磁性薄膜の 顕微鏡写真が 例
NewsLab news
博士課程の
学生との 共著論文が、 Knowledge-Based Systems に 掲載 （医用画像の 分割） 博士課程の
学生との 共著論文が、 IEEE Access に 掲載 （医用画像の 分類） 博士課程の
学生との 共著論文が、 IEEE Access に 掲載 （電子回路の グラフ表現） 博士課程の
学生との 共著論文が、 IEEE Access に 掲載 （MRI画像の 分割） 博士課程の
学生との 共著論文が、 Information に 掲載 （MRI画像の 腫瘍分類）
ResearchResearch themes
庄野研究室は、
*Illustrative image視覚の仕組みと画像処理
脳は
*Illustrative image視覚の仕組みと深層学習
深層畳み込みニューラルネットワーク
*Illustrative image熟練者の眼を知る
訓練を
*Illustrative image熟練者を支える機械学習
熟練者のような
MembersFaculty
庄野研究室の
- Professor庄野 逸
- Affiliated Associate Professor木村 大毅
VoicesStudent voices
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Convolutional Neural Network” Irisbox / CC BY 4.0 (cropped)
- 視覚の
仕組みと 画像処理: “Visual Cortex Infographic - 1” Martianeighbour / CC BY-SA 4.0 (cropped) - 視覚の
仕組みと 深層学習: “Neural Abstraction Pyramid” Sven Behnke / CC BY-SA 4.0 (cropped) - 熟練者の
眼を 知る : “Visible light eye-tracking algorithm” Z22. Derivative work of the above file created by Björn Markmann. / CC BY 3.0 (cropped) - 熟練者を
支える 機械学習: “Electron microscope Mamut at the Institute of Scientific Instruments of the Czech Academy of Science in Brno (9)” Akademie věd České republiky / Czech Academy of Science / CC BY-SA 3.0 cz (cropped) - Related lab (高木 一幸 研究室): “Utaco recording with Blue Snowball Microphone 20111101” Danny Choo / CC BY-SA 2.0 (cropped)
- Related lab (髙橋 裕樹 研究室): “Peyman Majidi Prototyping a dimensioning system via image processing” پیمان مجیدی معین / CC BY-SA 4.0 (cropped)
- Related lab (幸島 匡宏 研究室): “Machine Learning cookies” Syced / CC0 (cropped)
- Related lab (清 雄一
研究室): “Playing with Kilobots” QuarkyTale / CC BY-SA 4.0 (cropped)
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