| Presentation | 1993/10/15 Vehicle Classification based on Sound and Image Sensor Data Fusion Tadashi Nakanishi, Akio Shio, Kenichiro Ishii, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a new method for classifying laterally moving vehicles from image and sound sequences.In our sensor data fusion technique,1)velocity,length,and shape of the silhouette 2) shape of the sound power spectrum are used to classify the vehicles.The new method has the following characteristics:1)based on the spatio-temporal image analysis,we can easily spot the sound sequences exactly derived from the target vehicle.2)by integrating characteristics extracted from image and sound data,vehicles including moter cycles,bicycles and passenger cars carrying laggage on their roof are classified correctly.Our experiments with real data confirm the effectiveness of the method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | sound / image / fusion / spatio-temporal image / power spectrum / vehicle classification |
| Paper # | PRU93-73,HC93-47 |
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| Conference Information | |
| Committee | PRU |
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| Conference Date | 1993/10/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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| Paper Information | |
| Registration To | Pattern Recognition and Understanding (PRU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Vehicle Classification based on Sound and Image Sensor Data Fusion |
| Sub Title (in English) | |
| Keyword(1) | sound |
| Keyword(2) | image |
| Keyword(3) | fusion |
| Keyword(4) | spatio-temporal image |
| Keyword(5) | power spectrum |
| Keyword(6) | vehicle classification |
| 1st Author's Name | Tadashi Nakanishi |
| 1st Author's Affiliation | NTT Human Interface Laboratries() |
| 2nd Author's Name | Akio Shio |
| 2nd Author's Affiliation | NTT Human Interface Laboratries |
| 3rd Author's Name | Kenichiro Ishii |
| 3rd Author's Affiliation | NTT Human Interface Laboratries |
| Date | 1993/10/15 |
| Paper # | PRU93-73,HC93-47 |
| Volume (vol) | vol.93 |
| Number (no) | 269 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |