In a method and apparatus for training a computer system for use in classification of an
image by processing image data representing the image image data are compressed and …

Detection of synthetic content in portrait videos, eg, deep fakes, is achieved. Detectors
blindly utilizing deep learning are not effective in catching fake content, as generative …

CNN based integrated circuit is configured with a set of pre-trained filter coefficients or
weights as a feature extractor of an input data. Multiple fully-connected networks (FCNs) are …

Disclosed is a method for detecting anomaly traffic using an autoencoder based on an
inception-residual network-v2 which is one type of machine learning methods, the method …

Disclosed is a neuromorphic-processing systems including, in some embodiments, a special-
purpose host processor operable as a stand-alone host processor; a neuromorphic co …

A smart hardware security engine using biometric features and hardware-specific features is
provided. The smart security engine can combine one or more entropy sources, including …

A real-time identification of suspicious individuals during night in public areas using a video
brightening network system and method is provided in the present invention. The video …

In one embodiment, an image sensor captures an image and passes the image to an image
processing system that detects one or more vehicle objects and one or more human objects …

Methods, systems, and computer programs for transaction verification. In one aspect, a
transaction verification system having a plurality of transaction verification modules that have …

A method for database management is disclosed. The method may include receiving a
plurality of crime reports. Field data and/or narrative field data may be extracted from the …