Efficient Source Camera Identification with Diversity-Enhanced Patch Selection and Deep Residual Prediction

Source camera identification has long been a hot topic in the field of image forensics. Besides conventional feature engineering algorithms developed based on studying the traces left upon shooting, several deep-learning-based methods have also emerged recently. However, identification performance i...

Celý popis

Podrobná bibliografia

Vydané v:	Sensors (Basel, Switzerland) Ročník 21; číslo 14; s. 4701
Hlavní autori:	Liu, Yunxia, Zou, Zeyu, Yang, Yang, Law, Ngai-Fong Bonnie, Bharath, Anil Anthony
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 09.07.2021 MDPI
Predmet:	Algorithms Cameras convolutional neural network Deep learning Design Identification image forensics imaging sensors Noise Sensors Signal processing Social networks source camera identification Teaching methods
ISSN:	1424-8220, 1424-8220
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!