An Embedded In-Cabin Lightweight High-Performance 3D Gaze Estimation System

Gaze estimation has gained interest in recent years for being an important cue to obtain information about the internal cognitive state of humans. Regardless of whether it is the 3D gaze vector or the point of gaze (PoG), gaze estimation has been applied in various fields, such as: human robot interaction, augmented reality, medicine, aviation and automotive. In the latter field, as part of Advanced Driver-Assistance Systems (ADAS), it allows the development of cutting-edge systems capable of mitigating road accidents by monitoring driver distraction. Gaze estimation can be also used to enhance the driving experience, for instance, autonomous driving. It also can improve comfort with augmented reality components capable of being commanded by the driver's eyes. Although, several high-performance real-time inference works already exist, just a few are capable of working with only a RGB camera on computationally constrained devices, such as a microcontroller. This work aims to develop a low-cost, efficient and high-performance embedded system capable of estimating the driver's gaze using deep learning and a RGB camera. The proposed system has achieved near-SOTA performances with about 90% less memory footprint. The capabilities to generalize in unseen environments have been evaluated through a live demonstration, where high performance and near real-time inference were obtained using a webcam and a Raspberry Pi4.

Il fenomeno del teenybop:messaggi, importanza e rapporto con i media della musica prodotta dalle teenager per le teenager

Analisi della produzione musicale delle girl band Little Mix e Fifth Harmony, del loro rapporto con la propria audience di riferimento e rappresentazione mediatica dei due gruppi.

Bimbo: a gender analysis

This thesis aims to propose a gender analysis of the bimbo, that is the stereotype of a sexually attractive yet stupid woman. The presence of this cultural phenomenon in a number of aspects of mainstream pop culture gives rise to interesting research that deals with linguistics, the notion of prejudice, truth, and morality. Starting from notable bimbo figures like Marilyn Monroe, going through Anna Nicole Smith, and ending with the rising Gen Z Bimbo TikTok, this work reads the bimbo as a gender performance of femininity thanks to the lens provided by philosophers Judith Butler and Jean Baudrillard. The bimbo’s link to cosmetic surgery makes it possible to trace a brief outline of the feminist theory in relation to the understanding of the body as a political site. Ultimately, the subtle borders between the reenactment of the male gaze and a conscious reappropriation will be discussed. Because of the contingent nature of the bimbo, the purpose of this work is not necessarily to rewrite her as a feminist, but to present and embrace the at times contradicting multitudes of this pop culture trope.