Doorkeeper

Robotics for Infrastructure Management Team Seminar (Dr. Huyen TRAN)

Fri, 21 May 2021 14:20 - 15:20 JST
Online Link visible to participants
Register

Registration is closed

Get invited to future events

Free admission

Description

This is an online seminar. Registration is required.

【Robotics for Infrastructure Management Team】
【Date】2021/May/21(Fri) JST1420pm-1520pm

【Speaker】 Dr. Huyen TRAN

Title: Machine learning for Multimedia Communications and Computer Vision

Abstract: Multimedia (e.g., videos and images) is one of the most important content types on the Internet nowadays. However, there are still many challenges in both transmission and understanding of multimedia content. In this seminar, I will present our recent work on machine learning-based methods for addressing various important problems in multimedia communication and computer vision. Regarding multimedia communication, we developed machine learning-based high-performance Quality of Experience (QoE) models for not only traditional videos but also Virtual Reality (VR) videos. Related to computer vision, we conducted for the first time an evaluation of human action recognition algorithms considering the influence of video transmission and adversarial perturbations. In addition, we are currently developing a deep learning-based cloud detection algorithm for ground-based whole sky images to facilitate satellite laser communications.

About this community

RIKEN AIP Public

RIKEN AIP Public

Public events of RIKEN Center for Advanced Intelligence Project (AIP)

Join community