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http://dx.doi.org/10.3837/tiis.2022.05.009

Research of 3D image processing of VR technology in medicine based on DNN  

ZhaoZhe, Gong (Hangzhou DianziUniversity)
XiaoDong, Li (Hangzhou DianziUniversity)
XiaoYing, Shi (Hangzhou DianziUniversity)
Geng, Liu (Hangzhou DianziUniversity)
Bin, Chen (Hangzhou DianziUniversity)
Publication Information
KSII Transactions on Internet and Information Systems (TIIS) / v.16, no.5, 2022 , pp. 1584-1596 More about this Journal
Abstract
According to a survey published in an authoritative journal in January 2020, the globalincidence rate of mental illness is 8.3% for men and 10.6% for women, which indicates thatmental illness has become a globally recognized obstacle. Therefore, specific psychotherapy including mental illness will become an important research topic. It is very effective forpatients with special mental diseases, such as mental illness, to reduce their mental reaction byexposure therapy; the system uses the virtual reality system of medical images processed by learningalgorithm to reproduce the effect of virtual reality exposure method of the high scene of transparent ladder. Compared with the old invasive exposure scene, the results show that theimprovement of both conditions has obvious effect, and the effect of human treatment underthe two conditions is not good. There are obvious differences, which show that virtual reality model will gradually replace the on-the-spot feeling. Finally, with more and more researchers have put forward a variety of other virtual reality image processing models, the research of image processing has gradually become more and more interested.
Keywords
DNN; Virtual Reality; Medical image; Image processing; Optical imaging;
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  • Reference
1 EJie CHEN, Shixiong KAI, "Cooperative transportation control of multiplemobile manipulators through distributed optimization," Science China(Information Sciences), 61(12), 5-21, 2018.
2 P.VIJAYA, Satish CHANDER, "LionRank: lion algorithm-based metasearch engines for re-ranking of webpages," Science China(Information Sciences), 61(12), 65-80, 2018.
3 SpalloneR., Lamberti F., Guglielminotti Trivel M., Ronco F., Tamantini S., "3D RECONSTRUCTION AND PRESENTATION OF CULTURAL HERITAGE: AR AND VR EXPERIENCES AT THE MUSEO D'ARTE ORIENTALE DI TORINO," The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XLVI-M-1-2021, pp. 697-704, 2021.   DOI
4 Sparkes Matthew, "AI can tweak VR videos to stop cybersickness," New Scientist, 249(3326), 2021.
5 Markus Antonietti, "Polymer coated nanowire network promises self-healing and superstretchable conductors," Science China(Chemistry), 62(02), 151-152, 2019.
6 Matthew Sparkes, "AI can tweak VR videos to stop cybersickness," New Scientist, vol. 249, no. 3326, p. 16, 2021.
7 Kaimaris D., Roustanis T., Karolos I. A., Klimantakis K., Patias P., "ALIGNING POSITIONING AND NAVIGATION OF SMART MOBILE DEVICES TO AR/VR ENVIRONMENTS," The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVI-M-1-2021, 347-353, 2021.   DOI
8 Chuan ZHANG, Lulu GE, Yuchen ZHUANG, Ziyuan SHEN, Zhiwei ZHONG, Zaichen ZHANG, Xiaohu YOU, "DNA computing for combinational logic," Science China(Information Sciences), 62(06), 5-20, 2019.
9 Tingting Wu, Yuemeng Yang, Yu Cao, Yan Huang, Li-Ping Xu, Xueji Zhang, Shutao Wang, "Enhanced lateral flow assay with double conjugates for the detection of exosomes," Science China(Chemistry), 61(11), 1423-1429, 2018.
10 Jung Sungchul, Li Richard, Mckee Ryan, Whitton Mary C, Lindeman Robert W, "Floor-vibration VR: Mitigating Cybersickness Using Whole-body Tactile Stimuli in Highly Realistic Vehicle Driving Experiences," IEEE transactions on visualization and computer graphics, vol. 27, no. 5, pp. 2669-2680, 2021.   DOI
11 Song Hayeon, Kim Taenyun, Kim Jieun, Ahn Dohyun, Kang Youngcheol, "Effectiveness of VR crane training with head-mounted display: Double mediation of presence and perceived usefulness," Automation in Construction, vol. 122, 2021.
12 https://baike.baidu.com/item/deeplearn/3729729?fr=aladdin#ref_[5]_10105430
13 Ye Ding, LiJun Yang, MingHui Hong, "Enhancement of pulsed laser ablation assisted with continuous wave laser irradiation," Science China(Physics, Mechanics & Astronomy), 62(03), 70-78, 2019.
14 Huiyu LI, Linwei FAN, "A flexible technique to select objects via convolutionalneural network in VR space," Science China(Information Sciences), 63(01), 57-76, 2020.
15 Yinjuan Huang, Qichun Zhang, "Manipulating asymmetric photon transport through electrical control: a new strategy to construct optical diodes or isolators," Science China(Chemistry), 61(11), 1351-1352, 2018.