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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Jinwook Oh Gyeonghoon Kim Junyoung Park Injoon Hong Seungjin Lee Hoi-Jun Yoo |
| Copyright Year | 2012 |
| Description | Author affiliation: KAIST, Daejeon, Korea (Jinwook Oh; Gyeonghoon Kim; Junyoung Park; Injoon Hong; Seungjin Lee; Hoi-Jun Yoo) |
| Abstract | Moving object recognition in a video stream is crucial for applications such as unmanned aerial vehicles (UAVs) and mobile augmented reality that require robust and fast recognition in the presence of dynamic camera noise. Devices in such applications suffer from severe motion/camera blur noise in low-light conditions due to low-sensitivity CMOS image sensors, and therefore require higher computing power to obtain robust results vs. devices used in still image applications. Moreover, HD resolution has become so universal today that even smartphones support applications with HD resolution. However, many object recognition processors [1][2] and accelerators [3] reported for mobile applications only support SD resolution due to the computational complexity of object recognition algorithms. For example, the prior works [1] and [2] obtain 11f/s and 7f/s processing speed for HD video streams, respectively, which is far below real-time requirements. |
| Starting Page | 220 |
| Ending Page | 222 |
| File Size | 383995 |
| Page Count | 3 |
| File Format | |
| ISBN | 9781467303767 |
| ISSN | 01936530 |
| e-ISBN | 9781467303774 |
| DOI | 10.1109/ISSCC.2012.6176983 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-02-19 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Object recognition High definition video Streaming media Real time systems Throughput Robustness Computer architecture |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electronic, Optical and Magnetic Materials Electrical and Electronic Engineering |
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