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Updated: Sep 10, 2025

Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications
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Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications

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コンヴォルションニューラルネットワークとウェーブレット複合体による幾何学的な攻撃

C Lakshmi1, C Nithya1, R Sivaraman2

  • 1School of Electrical & Electronics Engineering, SASTRA Deemed University, Thanjavur, 613 401, India.

Scientific reports
|August 26, 2025
PubMed
まとめ

この研究では,電子ガバナンスにおけるセキュアな認証のために,ディスクリート・ウェーブレット・トランスフォーマー (DWT) を使用した新しい3層のイメージ・ウォーターマーク技術が導入されています. この方法は暗号化されたロゴと所有者アイデンティティを埋め込み,コンボリューションニューラルネットワーク (CNN) の復元で高い強度と透明性を示しています.

キーワード:
DWT についてデノイジング・コンボリューション・ニューラル・ネットワーク (DCNN)フージーハッシュ画像処理攻撃損失のない圧縮技術頑丈なウォーターマーク単数値分解 (SVD)

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