Camera Model Identification Using Audio and Visual Content from Videos

arXiv:2406.17916v1 Announce Type: new
Abstract: The identification of device brands and models plays a pivotal role in the realm of multimedia forensic applications. This paper presents a framework capable of identifying devices using audio, visual content, or a fusion of them. The fusion of visual and audio content occurs later by applying two fundamental fusion rules: the product and the sum. The device identification problem is tackled as a classification one by leveraging Convolutional Neural Networks. Experimental evaluation illustrates that …

abstract applications arxiv audio brands cs.lg device devices framework fusion identification later multimedia paper pivotal realm role them type videos visual