Challenges in Task Incremental Learning for Assistive Robotics

Recent breakthroughs in computer vision areas, ranging from detection, segmentation, to classification, rely on the availability of large-scale representative training datasets. Yet, robotic vision poses new challenges towards applying visual algorithms developed from these datasets because the latt...

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Bibliographic Details
Main Authors: Fan Feng, Rosa H. M. Chan, Xuesong Shi, Yimin Zhang, Qi She
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8911341/