Papers by Ryota Hinami
Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation (D18-1)
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| Challenge: | Existing methods for object detection only handle pre-specified classes, requiring large amounts of visual samples for training. |
| Approach: | They propose a method to retrieve and localize objects specified by a textual query from one million images in 0.5 seconds with high precision. |
| Outcome: | The proposed method can retrieve and localize objects specified by a textual query from one million images in 0.5 seconds with high precision. |