Name
Title | ||
|---|---|---|
Toward Affordable And Practical Home Context Recognition: -Framework And Implementation With Image-Based Cognitive Api- |
Abstract | ||
|---|---|---|
ID provide affordable context recognition for general households, this paper presents a novel technique that integrate image-based cognitive Application Program Interface (API) and light-weight machine learning. Our key idea is to regard every image as a document by exploiting "tags" derived by the API. We first present a framework that specifies a common workflow of the machine-learning-based home context recognition. We then propose a pragmatic method that implements the framework using the "image-as-a-document" approach. (C) 2019 The Authors. Published by Atlantis Press SARL. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.2991/ijndc.k.191118.001 | INTERNATIONAL JOURNAL OF NETWORKED AND DISTRIBUTED COMPUTING |
Keywords | DocType | Volume |
Context recognition, image, cognitive APIs, machine learning, smart home | Journal | 8 |
Issue | ISSN | Citations |
1 | 2211-7938 | 0 |
PageRank | References | Authors |
0.34 | 0 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Sinan Chen | 1 | 1 | 3.14 |
| Sachio Saiki | 2 | 55 | 24.46 |
| Masahide Nakamura | 3 | 526 | 72.51 |