A deep learning-based approach for inappropriate content detection and classification of youtube videos
K Yousaf, T Nawaz - IEEE Access, 2022 - ieeexplore.ieee.org
The exponential growth of videos on YouTube has attracted billions of viewers among which
the majority belongs to a young demographic. Malicious uploaders also find this platform as …
the majority belongs to a young demographic. Malicious uploaders also find this platform as …
Pornography and child sexual abuse detection in image and video: A comparative evaluation
With the growing amount of pornography content over Internet and cases of Child Sex
Abuse (CSA) material possession and distribution, there is a rising demand for automatic …
Abuse (CSA) material possession and distribution, there is a rising demand for automatic …
Learning strategies for sensitive content detection
Currently, the volume of sensitive content on the Internet, such as pornography and child
pornography, and the amount of time that people spend online (especially children) have …
pornography, and the amount of time that people spend online (especially children) have …
Pornography classification: The hidden clues in video space–time
As web technologies and social networks become part of the general public's life, the
problem of automatically detecting pornography is into every parent's mind—nobody feels …
problem of automatically detecting pornography is into every parent's mind—nobody feels …
An attention mechanism-based CNN-BiLSTM classification model for detection of inappropriate content in cartoon videos
K Yousaf, T Nawaz - Multimedia Tools and Applications, 2024 - Springer
This paper proposes a novel method that combines an ImageNet pretrained convolutional
neural network (CNN) with attention-based bidirectional long short-term memory (BiLSTM) …
neural network (CNN) with attention-based bidirectional long short-term memory (BiLSTM) …
Detecting pornographic video content by combining image features with motion information
With the rise of large-scale digital video collections, the challenge of automatically detecting
adult video content has gained significant impact with respect to applications such as …
adult video content has gained significant impact with respect to applications such as …
A survey of artificial intelligence strategies for automatic detection of sexually explicit videos
Digital forensics and analysis have emerged as a discipline to fight against cyber and
computer-assisted crime. In particular, taking into account the increasing of unconstrained …
computer-assisted crime. In particular, taking into account the increasing of unconstrained …
KidsGUARD: fine grained approach for child unsafe video representation and detection
Increasingly more and more videos are being uploaded on video sharing platforms, and a
significant number of viewers on these platforms are children. At times, these videos have …
significant number of viewers on these platforms are children. At times, these videos have …
Deep learning-enabled multitask system for exercise recognition and counting
Exercise is a prevailing topic in modern society as more people are pursuing a healthy
lifestyle. Physical activities provide significant benefits to human well-being from the inside …
lifestyle. Physical activities provide significant benefits to human well-being from the inside …
Pornography detection using bossanova video descriptor
In certain environments or for certain publics, porno-graphic content may be considered
inappropriate, generating the need to be detected and filtered. Most works regarding …
inappropriate, generating the need to be detected and filtered. Most works regarding …