IMG_CAT: An approach to dismantle the anonymity of a source camera using correlative features and an integrated 1D convolutional neural network

Keyphrases

• Anonymity 100%
• Source Camera 100%
• Pixel Block 100%
• Image Categorization 100%
• 1D Convolutional Neural Network 100%
• Feature Extraction 50%
• Image-based 50%
• Occlusion 50%
• Smartphone 50%
• Art Performance 50%
• Photo Response Non-uniformity 50%
• Camera Identification 50%
• Signal Processing Technology 50%
• Seam Carving 50%
• Child Pornography 50%
• Source Authentication 50%
• Camera Attribution 50%
• Digital Data Collection 50%
• 1-dimensional Convolutional Neural Network (1D-CNN) 50%
• Three-class Classification 50%

Computer Science

• Convolutional Neural Network 100%
• Anonymity 100%
• Image Analysis 50%
• Art Performance 50%
• Authentication 50%
• Class Classification 50%
• Feature Extraction 50%