Focused LRP: Explainable AI for Face Morphing Attack Detection
Clemens Seibold, Anna Hilsmann, Peter Eisert
Abstract
The following topics are dealt with: feature extraction; learning (artificial intelligence); object detection; image segmentation; neural nets; computer vision; face recognition; video signal processing; traffic engineering computing; convolutional neural nets.
Topics & Concepts
Computer scienceArtificial intelligenceMorphingConvolutional neural networkFeature extractionFace detectionComputer visionFace (sociological concept)Object-class detectionSegmentationFacial recognition systemPattern recognition (psychology)Object detectionImage segmentationFeature (linguistics)LinguisticsPhilosophySocial scienceSociologyAnomaly Detection Techniques and ApplicationsGenerative Adversarial Networks and Image SynthesisExplainable Artificial Intelligence (XAI)