Naslov
Natural image understanding: principles, challenges and research outlook

Autori
Siniša Šegvić

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, pp prezentacija, stručni

Skup
AI2Future 2018

Mjesto i datum
Zagreb, Hrvatska, 11-12.10.2018

Vrsta sudjelovanja
Pozvano predavanje

Vrsta recenzije
Nije recenziran

Ključne riječi
computer vision

Sažetak
Development of supervised convolutional models has resulted in tremendous advances of visual recognition. Today we are able to design systems which classify images, detect faces and recognize people at a near human level. However, challenges such as cross-dataset generalization or adversarial examples indicate that further work is required to reach truly intelligent artificial vision. In this talk I will present current state of visual recognition: operational principles, current performance, main challenges, as well as research directions which promise to push the limits even further.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA