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CVPR報告 玉木徹（広島大） 2012/6/29 PRMU

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Page 1: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPR報告 玉木徹（広島大）

2012/6/29 PRMU

Page 2: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

おことわり

Page 3: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

おことわり この国際会議参加報告は

個人的に 行っているものです．

Page 4: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

おことわり PRMUのイベントではありません．

招待講演でもありません． 依頼もされていません．

Page 5: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

おことわり 情報処理学会CVIM研究会の

類似イベントとは 何の関係もありません．

Page 6: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

おことわり 報告内容は

ご期待に沿えない場合があります

Page 7: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

おことわり 意見には個人差があります．

Page 8: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

おことわり 予稿集の原稿には 何も書いてません．

Page 9: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

bit.ly/cvpr2012report 10ページの報告書．

Page 10: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

勉強会 第20回 コンピュータビジョン勉強会＠関東

「CVPR2012読み会」

第21/22回 関西CV・PRML勉強会 （CVPR2012輪講）

Page 11: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

謝辞 CVPRでお会いした方々 ありがとうございました

Page 12: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

What is CVPR ?

Page 13: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,
Page 14: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPR is ... トップカンファレンス (ICCV, ECCV, CVPR)

毎年アメリカで開催 参加者数1500人以上 発表論文400以上

Page 15: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

投稿数

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Page 16: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

採択率

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Page 17: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Photo)by)ambee�

Page 18: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

年間スケジュール

投稿

CVPR

採否通知 査読結果通知

Page 19: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

日程 ワークショップ6・チュートリアル6 ワークショップ6・チュートリアル6 本会議 本会議 本会議 ワークショップ6・チュートリアル5

16 June

17 June

18 June

19 June

20 June

21 June

Page 20: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

開催地 Rhode Island

Page 21: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

開催地 Providence, RI

250Km�

80Km�

Page 22: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Providence Convention Center

Page 23: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Registration Desk

Page 24: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

オーラル会場１ �%+1500�$�*)�

Page 25: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,
Page 26: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

オーラル会場２ �%+1000�$�*)�

Page 27: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,
Page 28: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Exhibition Halls (Third Floor).B?@��1�

.B?@��2�

Page 29: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Exhibition Halls (Third Floor):7/1-8�

92;,0��� =75�

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Page 30: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

ポスター会場

Page 31: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

ポスター会場 <36B1-4$2.5m×1.2m�

1�3�<36B572>A)1572>A�40�50��

Page 32: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

研究の紹介 注意：

おすすめの研究内容ではありません． 順不同です．

Page 33: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Icon Scanning: Towards Next Generation

QR Codes

Page 34: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Dense Reconstruction On‒the‒Fly

Page 35: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Example-based Cross-Modal Denoising

Page 36: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

FREAK: Fast Retina Keypoint Best)Open)Source)Code)Award)Winner)

Page 37: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

A New Mirror-based Extrinsic Camera Calibration Using an Orthogonality Constraint

Kosuke)Takahashi)Shohei)Nobuhara)Takashi)Matsuyama)�Best)Open)Source)Code)Award)2nd)Winner) PRMU/CVIM)2012�F�#���

Page 38: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Multi View Registration for Novelty/Background Separation

Page 39: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

A Database for Fine Grained Activity Detection of Cooking

Activities

Page 40: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

A Combined Pose, Object, and Feature Model for Action

Understanding

Page 41: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Parsing Clothing in Fashion Photographs

Page 42: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Street-to-Shop: Cross-Scenario Clothing Retrieval via Parts Alignment and Auxiliary Set

Page 43: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Recognizing Proxemics in Personal Photos

Page 44: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Social Interactions: A First-Person Perspective

Page 45: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Detecting Activities of Daily Living in First-person Camera Views

Page 46: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Understanding Collective Crowd Behaviors: Learning a Mixture Model of Dynamic

Pedestrian-Agents

Page 47: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Discriminately Decreasing Discriminability with Learned

Image Filters

Page 48: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Neighborhood Repulsed Metric Learning for Kinship

Verification

Page 49: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Accidental pinhole and pinspeck cameras: revealing the scene

outside the picture

Page 50: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,
Page 51: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

pinhole�pinspeck�No)occlusion�

Page 52: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

雑感

Page 53: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

雑感 “Large scale”花盛り •  Hasing, indexing •  Nearest neighbor大勢 •  Linear classifier

Page 54: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

雑感 認識手法の今後

•  Bag-of-visual wordsを脱却したい •  Sparse, L1ノルムは落ち着いた

Page 55: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

雑感 Scene understanding •  outdoorだけでなくindoorに •  First person camera •  Kinect

Page 56: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

雑感 Graphical model •  Contextからdeep networkへ

Page 57: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Foods!

Page 58: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,
Page 59: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,
Page 60: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,
Page 61: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,
Page 62: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

Lobster banquet

Page 63: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,
Page 64: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPRにacceptされるまで

Page 65: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPRにacceptされるまで MIRU2010

査読結果：オール1

Page 66: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPRにacceptされるまで MIRU2011

査読結果：まあまあ（４） ポスター

Page 67: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPRにacceptされるまで ICCV2011

Definitely reject

Page 68: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPRにacceptされるまで ICCV2011

Area chair comment: 読んだけど内容ダメダメ

Page 69: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPRにacceptされるまで ICCASP2012＠京都

Page 70: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPRにacceptされるまで ICCASP2012＠京都 に出しちゃおうと思った

（誘惑）

Page 71: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPRにacceptされるまで CVPR2012

に出してもいい内容だから 出しましょう

Page 72: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPRにacceptされるまで CVPR2012 Borderline x2 Weak accept x2

Page 73: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPRにacceptされるまで CVPR2012

Area chair comment: Defenetly ACCEPT

Page 74: CVPR報告 · Accidental pinhole and pinspeck cameras: revealing the scene outside the picture . No)occlusion pinspeck pinhole 雑感 . 雑感 “Large scale”花盛り • Hasing,

CVPRにacceptされるコツ 負けないこと．


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