Image Representation and Deep Inception-Attention for File-type and Malware Classification.

Yi Wang Kejun Wu Wenyang Liu Kim-Hui Yap Lap-Pui Chau

Published in: ISCAS (2023)

Keyphrases

image representation
image classification
feature space
scene classification
multiscale
pattern representation
bag of words
image classification and retrieval
object recognition

image content
text classification
visual words
image features
feature representations
pattern recognition
quadtree
machine learning
representation scheme

feature vectors
image retrieval
sparse coding
receptive fields
scene recognition
bag of visual words
malware detection
spatial pyramid
spatial pyramid matching

visual features
supervised learning
training set
feature extraction
linear quadtree
bag of features
support vector machine
multiresolution
image processing