WEKO3
アイテム
Interactive Segmentation With Incremental Watershed Cuts
http://hdl.handle.net/10061/0002000899
http://hdl.handle.net/10061/0002000899a5f21308-b8c6-4837-b292-012fce34f846
| アイテムタイプ | ビデオ / Others(1) | |||||||
|---|---|---|---|---|---|---|---|---|
| 公開日 | 2025-05-12 | |||||||
| タイトル | ||||||||
| タイトル | Interactive Segmentation With Incremental Watershed Cuts | |||||||
| 言語 | ||||||||
| 言語 | eng | |||||||
| 資源タイプ | ||||||||
| 資源タイプ | video | |||||||
| アクセス権 | ||||||||
| アクセス権 | open access | |||||||
| 著者 |
Cousty, Jean
× Cousty, Jean
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| 抄録 | ||||||||
| 内容記述タイプ | Abstract | |||||||
| 内容記述 | We present an incremental method for computing seeded watershed cuts for interactive image segmentation. We propose an algorithm based on the hierarchical image representation called the binary partition tree. We show that this algorithm fits perfectly in an interactive segmentation process by handling user interactions, seed addition or removal, in linear time with respect to the number of affected pixels. Additionally, we design a parallel algorithm for the longest step of the method, namely the connected component labeling of minimum spanning forests. Run time comparisons with several state-of-the-art interactive and non-interactive watershed methods show that the proposed method can handle user interactions much faster than previous methods with a significant speedup ranging from 10 to 60 on both 2D and 3D images, thus improving the user experience on large images. | |||||||
| 内容記述 | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | 講演日: 2024年7月26日 | |||||||
| 内容記述 | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | 講演場所: エーアイ大講義室, AI Inc. Seminar Hall （L1） | |||||||
| 映像時間 | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | 映像時間: 1時間32分43秒 | |||||||
| 時間 | ||||||||
| 値 | 01:32:43 | |||||||
| 書誌情報 |
発行日 2024-07-26 |
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| フォーマット | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | video/mp4 | |||||||
| 出版者 | ||||||||
| 出版者 | Nara Institute of Science and Technology | |||||||
| 著者版フラグ | ||||||||
| 出版タイプ | VoR | |||||||
| シリーズ名 | ||||||||
| 関連タイプ | isPartOf | |||||||
| 関連名称 | 情報科学領域・コロキアム:2024年度 | |||||||
| 本文URL | ||||||||
| 表示名 | NAIST Digital Library | |||||||
| URL | https://library.naist.jp/opac/book/111256 | |||||||
| 電子化ID | ||||||||
| 値 | P000020 | |||||||
