| Presentation | 2023-07-27 Study on Traffic Reduction Scheme with Super-Resolution for Object Detection Hotaka Hoshino, Takuya Shindo, Takefumi Hiraguri, Nobuhiko Itoh, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Drones send images of tomato flowers to a pollination classification device that estimates from the shape of the flower whether it is at the optimal time for pollination. When massive drones take pictures of flowers and transmit the images to the device, congestion may occur in the wireless section. In this paper, traffic reduction scheme with super-resolution has been proposed to relieve wireless network congestion. Simulation results show that the proposed method can reduce data amount for image transmission. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Super-resolution / Smart agriculture / Object detection / Traffic reduction |
| Paper # | CS2023-27 |
| Date of Issue | 2023-07-20 (CS) |
| Conference Information | |
| Committee | CS |
|---|---|
| Conference Date | 2023/7/27(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hachijo-machi Chamber of Commerce and Industry |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Next Generation Networks, Access Networks, Broadband Access, Power Line Communications, Wireless Communication Systems, Coding Systems, etc. |
| Chair | Daisuke Umehara(Kyoto Inst. of Tech.) |
| Vice Chair | Seiji Kozaki(Mitsubishi Electric) |
| Secretary | Seiji Kozaki(Chiba Inst. of Tech.) |
| Assistant | Hikaru Kawasaki(NICT) / Takeshi Suehiro(Mitsubishi Electric) |
| Paper Information | |
| Registration To | Technical Committee on Communication Systems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study on Traffic Reduction Scheme with Super-Resolution for Object Detection |
| Sub Title (in English) | |
| Keyword(1) | Super-resolution |
| Keyword(2) | Smart agriculture |
| Keyword(3) | Object detection |
| Keyword(4) | Traffic reduction |
| 1st Author's Name | Hotaka Hoshino |
| 1st Author's Affiliation | Nippon Institute of Technology(NIT) |
| 2nd Author's Name | Takuya Shindo |
| 2nd Author's Affiliation | Nippon Institute of Technology(NIT) |
| 3rd Author's Name | Takefumi Hiraguri |
| 3rd Author's Affiliation | Nippon Institute of Technology(NIT) |
| 4th Author's Name | Nobuhiko Itoh |
| 4th Author's Affiliation | Nippon Institute of Technology(NIT) |
| Date | 2023-07-27 |
| Paper # | CS2023-27 |
| Volume (vol) | vol.123 |
| Number (no) | CS-137 |
| Page | pp.pp.35-36(CS), |
| #Pages | 2 |
| Date of Issue | 2023-07-20 (CS) |