Scene sonification is a powerful technique to help Visually Impaired People (VIP) understand their surroundings. Existing methods usually perform sonification on the entire images of the surrounding scene acquired by a standard camera or on the priori static obstacles acquired by image processing algorithms on the RGB image of the surrounding scene. However, if all the information in the scene are delivered to VIP simultaneously, it will cause information redundancy. In fact, biological vision is more sensitive to moving objects in the scene than static objects, which is also the original intention of the event-based camera. In this paper, we propose a real-time sonification framework to help VIP understand the moving objects in the scene. First, we capture the events in the scene using an event-based camera and cluster them into multiple moving objects without relying on any prior knowledge. Then, sonification based on MIDI is enabled on these objects synchronously. Finally, we conduct comprehensive experiments on the scene video with sonification audio attended by 20 VIP and 20 Sighted People (SP). The results show that our method allows both participants to clearly distinguish the number, size, motion speed, and motion trajectories of multiple objects. The results show that our method is more comfortable to hear than existing methods in terms of aesthetics.
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing 102206, Peoples R China
Chen, Zhilin
Liu, Hao
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North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing 102206, Peoples R China
Liu, Hao
Zhao, Junbo
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Univ Connecticut, Dept Elect & Comp Engn, Storrs, CT 06269 USANorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing 102206, Peoples R China
Zhao, Junbo
Bi, Tianshu
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North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing 102206, Peoples R China
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Natl Bur Plant Genet Resources, Indian Council Agr Res, Div Genom Resources, New Delhi 110012, India
Bharathidasan Univ, Sch Life Sci, Dept Plant Sci, Tiruchirappalli 620024, Tamil Nadu, IndiaNatl Bur Plant Genet Resources, Indian Council Agr Res, Div Genom Resources, New Delhi 110012, India
Bhoge, Rajesh K.
Chhabra, Rashmi
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Natl Bur Plant Genet Resources, Indian Council Agr Res, Div Genom Resources, New Delhi 110012, IndiaNatl Bur Plant Genet Resources, Indian Council Agr Res, Div Genom Resources, New Delhi 110012, India
Chhabra, Rashmi
Randhawa, Gurinderjit
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Natl Bur Plant Genet Resources, Indian Council Agr Res, Div Genom Resources, New Delhi 110012, IndiaNatl Bur Plant Genet Resources, Indian Council Agr Res, Div Genom Resources, New Delhi 110012, India
Randhawa, Gurinderjit
Sathiyabama, Muthukrishnan
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Bharathidasan Univ, Sch Life Sci, Dept Plant Sci, Tiruchirappalli 620024, Tamil Nadu, IndiaNatl Bur Plant Genet Resources, Indian Council Agr Res, Div Genom Resources, New Delhi 110012, India
Sathiyabama, Muthukrishnan
Singh, Monika
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Natl Bur Plant Genet Resources, Indian Council Agr Res, Div Genom Resources, New Delhi 110012, IndiaNatl Bur Plant Genet Resources, Indian Council Agr Res, Div Genom Resources, New Delhi 110012, India
机构:
Indian Council Agr Res, Natl Bur Plant Genet Resources, Div Genom Resources, New Delhi 110012, IndiaIndian Council Agr Res, Natl Bur Plant Genet Resources, Div Genom Resources, New Delhi 110012, India
Randhawa, Gurinder Jit
Chhabra, Rashmi
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Indian Council Agr Res, Natl Bur Plant Genet Resources, Div Genom Resources, New Delhi 110012, IndiaIndian Council Agr Res, Natl Bur Plant Genet Resources, Div Genom Resources, New Delhi 110012, India
Chhabra, Rashmi
Bhoge, Rajesh K.
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Indian Council Agr Res, Natl Bur Plant Genet Resources, Div Genom Resources, New Delhi 110012, IndiaIndian Council Agr Res, Natl Bur Plant Genet Resources, Div Genom Resources, New Delhi 110012, India
Bhoge, Rajesh K.
Singh, Monika
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Indian Council Agr Res, Natl Bur Plant Genet Resources, Div Genom Resources, New Delhi 110012, IndiaIndian Council Agr Res, Natl Bur Plant Genet Resources, Div Genom Resources, New Delhi 110012, India