TY - JOUR
T1 - Angel's Girl for Blind Painters
T2 - An Efficient Painting Navigation System Validated by Multimodal Evaluation Approach
AU - Liu, Hang
AU - Hu, Menghan
AU - Chen, Yuzhen
AU - Li, Qingli
AU - Zhai, Guangtao
AU - Yang, Simon X.
AU - Zhang, Xiao Ping
AU - Yang, Xiaokang
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2023
Y1 - 2023
N2 - For people who ardently love painting but unfortunately have visual impairments, holding a paintbrush to create a work is a very difficult task. People in this special group are eager to pick up the paintbrush, like Leonardo da Vinci, to create and make full use of their own talents. Therefore, to maximally bridge this gap, we propose a painting navigation system called 'Angle's Eyes' to assist blind people in artistic creation. The proposed system is composed of cognitive system and guidance system. The system adopts drawing board positioning based on QR code, brush navigation based on target detection and bush real-time positioning. Meanwhile, we design a simple yet efficient position information coding rule to remind the user of the current brush tip position. In addition, we design a criterion to efficiently judge whether the brush reaches the target or not. The numerous experiments are conducted to optimize and test the performance of the system. The results of real-world scenario experiments demonstrate that the developed system has great potential to help blind people with painting. This work also demonstrates that it is practicable for the blind people to feel the world through the brush in their hands. In the future, we plan to deploy 'Angle's Eyes' on the phone to make it more portable.
AB - For people who ardently love painting but unfortunately have visual impairments, holding a paintbrush to create a work is a very difficult task. People in this special group are eager to pick up the paintbrush, like Leonardo da Vinci, to create and make full use of their own talents. Therefore, to maximally bridge this gap, we propose a painting navigation system called 'Angle's Eyes' to assist blind people in artistic creation. The proposed system is composed of cognitive system and guidance system. The system adopts drawing board positioning based on QR code, brush navigation based on target detection and bush real-time positioning. Meanwhile, we design a simple yet efficient position information coding rule to remind the user of the current brush tip position. In addition, we design a criterion to efficiently judge whether the brush reaches the target or not. The numerous experiments are conducted to optimize and test the performance of the system. The results of real-world scenario experiments demonstrate that the developed system has great potential to help blind people with painting. This work also demonstrates that it is practicable for the blind people to feel the world through the brush in their hands. In the future, we plan to deploy 'Angle's Eyes' on the phone to make it more portable.
KW - Assistive device
KW - QR code positioning
KW - multimodal evaluation metrics
KW - painting navigation system
KW - visually impaired artists
UR - https://www.scopus.com/pages/publications/85124090220
U2 - 10.1109/TMM.2022.3146767
DO - 10.1109/TMM.2022.3146767
M3 - 文章
AN - SCOPUS:85124090220
SN - 1520-9210
VL - 25
SP - 2415
EP - 2429
JO - IEEE Transactions on Multimedia
JF - IEEE Transactions on Multimedia
ER -