Moon Impact Crater Detection Using Nested Attention Mechanism Based UNet++

Anomaly-based Web Attack Detection: The Application of Deep Neural Network Seq2Seq With Attention Mechanism

Today, the use of the Internet and Internet sites has been an integrated part of the people’s lives, and most activities and important data are in the Internet websites. Thus, attempts to intrude into these websites have grown exponentially. Intrusion detection systems (IDS) of web attacks are an approach to protect users. But, these systems are suffering from such drawbacks as low accuracy in ...

Impact Crater Morphology of the Moon: Eastern Nearside (45s - 45n, 0-90e)

Target Detection Using Saliency-based Attention

Most models of visual search, whether involving overt eye movements or covert shifts of attention, are based on the concept of a "saliency map", that is, an explicit two-dimensional map that encodes the saliency or conspicuity of objects in the visual environment. Competition among neurons in this map gives rise to a single winning location that corresponds to the next attended target. Inhibiti...

Event Detection Using an Attention-Based Tracker

In the last decade, significant progress has been made on developing automatic farfield tracking systems. The PETS 2007 dataset provides some interesting event detection challenges. In this paper, we describe a method of bootstrapping a background model in the presence of significant lighting changes. We then use a blob tracker as an attention mechanism for finding tracks of interest, which we ...

Crater-Centered Laccoliths on the Moon: Modeling Intrusion Depth and Magmatic Pressure at the Crater Taruntius

around the crater floor (Schultz 1976). Rarely, in cases of extreme crater modification (e.g., Gassendi), deformation Many floor-fractured craters on the Moon show surface deformation like that seen over terrestrial laccoliths. Consequently, can extend beyond the crater rim to form another annular terrestrial laccoliths provide one model for such crater modifitrough surrounding a narrowed, ridg...