| Presentation | 2022-07-29 A Comparison Study on Image Captioning by VGG and YOLO Yan LYU, Qiangfu Zhao, Yong Liu, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Image captioning is a task for generating a descriptive statement automatically for a given image by combining image processing and natural language processing together. The existing approaches divided the whole process into two parts, encoding process and decoding process. Our research proposed an image captioning method based on the existed encoder-decoder architecture with the YOLO as encoder and the LSTM as decoder. The encoder is used to encode images into feature vectors while the decoder is to generate natural language sentences based on the feature vectors to describe the image. The proposed method was compared with other existed models. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image Caption GenerationEnd-to-endYOLOLSTM |
| Paper # | R2022-10 |
| Date of Issue | 2022-07-22 (R) |
| Conference Information | |
| Committee | R |
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| Conference Date | 2022/7/29(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Reliability Theory, Communication Network Reliability, Reliability General |
| Chair | Tadashi Dohi(Hiroshima Univ.) |
| Vice Chair | Yasushi Kadota(Ricoh) |
| Secretary | Yasushi Kadota(Hiroshima Univ.) |
| Assistant | Shinji Yokogawa(Univ. of Electro-Comm.) / Takahide Yoshikawa(Fujitsu Lab.) / Takenori Sakumura(Housei Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Reliability |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Comparison Study on Image Captioning by VGG and YOLO |
| Sub Title (in English) | |
| Keyword(1) | Image Caption GenerationEnd-to-endYOLOLSTM |
| 1st Author's Name | Yan LYU |
| 1st Author's Affiliation | University of Aizu(UoA) |
| 2nd Author's Name | Qiangfu Zhao |
| 2nd Author's Affiliation | University of Aizu(UoA) |
| 3rd Author's Name | Yong Liu |
| 3rd Author's Affiliation | University of Aizu(UoA) |
| Date | 2022-07-29 |
| Paper # | R2022-10 |
| Volume (vol) | vol.122 |
| Number (no) | R-140 |
| Page | pp.pp.7-12(R), |
| #Pages | 6 |
| Date of Issue | 2022-07-22 (R) |