{"product_id":"ieej-20240325c00701-009","title":"3D-Aware Generalized Instance Segmentation for AI-based Video Surveillance of Smart City Roads","description":"\u003cp\u003e\u003cstrong\u003eカテゴリ: \u003c\/strong\u003e研究会(論文単位)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e論文No: \u003c\/strong\u003eCMN24026\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eグループ名: \u003c\/strong\u003e【C】電子・情報・システム部門 通信研究会\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e発行日: \u003c\/strong\u003e2024\/03\/25\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eタイトル(英語): \u003c\/strong\u003e3D-Aware Generalized Instance Segmentation for AI-based Video Surveillance of Smart City Roads\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名: \u003c\/strong\u003eJoshi Sharad(Hitachi India Pvt. Limited),Ganesh Ananth(Hitachi India Pvt. Limited)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名(英語): \u003c\/strong\u003eSharad Joshi(Hitachi India Pvt. Limited),Ananth Ganesh(Hitachi India Pvt. Limited)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(日本語): \u003c\/strong\u003eHitachi Ltd has been building state-of-the-art computer vision solutions for manufacturing, industrial solutions, smart cities etc. AI-based visual analysis of real-world objects’ images\/videos acquired using cameras is essential for various applications related to surveillance, security, and fault detection. Instance segmentation is a basic computer vision task which facilitates object-level analysis. We present a solution for generalized instance segmentation which can generalize segmentation for a larger set of categories unseen during training, unlike traditional instance segmentation methods. The proposed 3D-aware solution scales for unseen categories while saving on annotation and training costs.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(英語): \u003c\/strong\u003eHitachi Ltd has been building state-of-the-art computer vision solutions for manufacturing, industrial solutions, smart cities etc. AI-based visual analysis of real-world objects’ images\/videos acquired using cameras is essential for various applications related to surveillance, security, and fault detection. Instance segmentation is a basic computer vision task which facilitates object-level analysis. We present a solution for generalized instance segmentation which can generalize segmentation for a larger set of categories unseen during training, unlike traditional instance segmentation methods. The proposed 3D-aware solution scales for unseen categories while saving on annotation and training costs.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e本誌: \u003c\/strong\u003e\u003ca href=\"\/products\/ieej-20240325c00701\"\u003e2024年3月28日-2024年3月29日通信研究会\u003c\/a\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e本誌掲載ページ: \u003c\/strong\u003e49-53 p\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e原稿種別: \u003c\/strong\u003e英語\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePDFファイルサイズ: \u003c\/strong\u003e1,506 Kバイト\u003c\/p\u003e","brand":"IEEJ-P10","offers":[{"title":"冊子印刷（一般価格660円\/会員価格440円） \/ A4 \/ 5","offer_id":46352566583535,"sku":"IEEJ-20240325C00701-009-PRT","price":660.0,"currency_code":"JPY","in_stock":true},{"title":"PDFダウンロード（一般価格330円\/会員価格220円） \/ A4 \/ 5","offer_id":46355722404079,"sku":"IEEJ-20240325C00701-009-PDF","price":330.0,"currency_code":"JPY","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0718\/9512\/2159\/files\/IEEJ-KENKYUKAI_d88b30b9-ad2c-43c4-bd25-f1a6f4fd2f35.png?v=1743252181","url":"https:\/\/ieej.bookpark.ne.jp\/products\/ieej-20240325c00701-009","provider":"電気学会 電子図書館","version":"1.0","type":"link"}