Dr. Marc A. Kastner

Über mich

Towards detecting birds from panorama video aided by Sound Source Localization

Zurück zu Veröffentlichungen

Authoren: Baidong Chu, Chihaya Matsuhira, Yasutomo Kawanishi, Marc A. Kastner, Takahiro Komamizu, Ichiro Ide, Daisuke Deguchi


In this report, we study a method to detect birds from a panorama video aided by Sound Source Localization (SSL). In the video, birds are relatively tiny to be detected from panorama frames. In the proposed method, birds are roughly localized in audio data by SSL algorithms, then corresponding regions are cropped from video frames and input to a Convolutional Neural Network (CNN) for detection. By narrowing down the searching area with SSL, relatively tiny birds in large video frames can be detected, and both detection precision and time performance are improved. Finally, we applied our method to a bird dataset and confirmed its effectiveness.

Typ: Talk at Meeting of the Technical Committee on Media Experience and Virtual Environment, MVE (メディアエクスペリエンス・バーチャル環境基礎研究会)

Veröffentlichungsdatum: March 2022

Wenn Sie Fragen oder Kommentare zu dieser Forschung haben, zögern Sie nicht einen Kommentar zu hinterlassen oder mir eine email zu schreiben. Ich werde mich zeitnahe zurückmelden.
© 2013-2023 Marc A. Kastner. Powered by KirbyCMS. Some rights reserved. Privacy policy.