Deepfake Image Detection & Classification using Conv2D Neural Networks.
Debasish SamalPrateek AgrawalVishu MadaanPublished in: ACI@ICAIDS (2023)
Keyphrases
- image classification
- neural network
- pattern recognition
- image features
- input image
- multiscale
- image data
- image analysis
- image representation
- image feature extraction
- single image
- low level
- classification accuracy
- image segmentation
- bounding box
- digital mammograms
- support vector machine
- image content
- high resolution
- feature vectors
- image retrieval
- similarity measure
- textural features
- text classification
- road signs
- region of interest
- neyman pearson
- pixel values
- test images
- edge detection
- artificial neural networks
- image processing
- machine learning
- image regions
- detection method
- support vector machine svm
- object detection
- training process
- extracted features
- multi layer perceptron
- object detectors
- decision trees
- feature selection
- computer vision