Computer-aided medical image segmentation helps to assist physicians in locating lesion
area for the subsequent diagnosis and treatment. Due to the irregular shape of the target …

Contour detection is the basic content of image processing and plays an important role in
image analysis and target recognition. This paper proposed a contour perception model that …

Most neurons in the primary visual cortex (V1) of mammals show sharp orientation selectivity
and band-pass spatial frequency tuning. Here, we examine whether sharpening of the broad …

Standard Convolutional Neural Network (CNN) designs rarely focus on the importance of
explicitly capturing diverse features to enhance the network's performance. Instead, most …

The mechanism or microcircuitry behind orientation selectivity in primary visual cortex (V1),
and the means by which it develops without supervision or visual input, both remain …

Standard Convolutional Neural Network (CNN) designs rarely focus on the importance of
explicitly capturing diverse features to enhance the network's performance. Instead, most …

How are the complex maps for feature selectivity created in the mammalian visual cortex? In
most Eutherian mammals (eg cats, ferrets, tree shrews, and primates), orientation selective …

Deep learning has revolutionised several sectors of study and applications and has become
an essential component of new emerging technologies. In particular, the vehicular sector is …