지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2017.12
- 수록면
- 27 - 39 (13page)
이용수
초록· 키워드
오류제보하기
Modern wireless visual sensor networks are a large collection of inexpensive computational sensor nodes. These nodes continuously capture images from the environment and, then, process, store, and transmit the images to one or more servers. Visual data gathered by these networks grow exponentially and present many challenges concerning their transmission, storage, and retrieval. Recent advances in sensor node architectures resulted in enhanced processing capabilities and extended local storage has created new opportunities for innovative applications of these network platforms. Visual sensor networks have emerged as inexpensive and powerful but resource constrained distributed systems. In this paper, we present a framework for distributed image search, utilizing the processing, storage, and transmission capabilities of individual sensor nodes in an efficient manner. Every sensor acts as a selfcontained smart node that can prioritize captured images, extract and store discriminative and compact features from those images, and perform searching. The proposed system is evaluated for two large and challenging datasets. Results report significant improvements in both performance and efficiency over other state-of-the-art methods.
목차
Abstract
1. Introduction
2. Related Works
3. Materials and Methods
4. Results and Discussions
5. Conclusion and Feature Directions
6. References
참고문헌 (21)
참고문헌 신청
[학술지(정기간행물)] - J. Ahmad / 2017 / Efficient object-based surveillance image search using spatial pooling of convolutional features / Journal of Visual Communication and Image Representation 45 : 62 ~ 76
[학술대회논문] - W. Yu / 2004 / Energy efficient JPEG 2000 image transmission over wireless sensor networks / Global Telecommunications Conference, 2004. GLOBECOM'04 : 2738 ~ 2743
[학술대회논문] - D.-U. Lee / 2009 / Energy-efficient image compression for resource-constrained platforms / Image Processing, IEEE Transactions on 18 : 2100 ~ 2113
[학술지(정기간행물)] - V. Lecuire / 2008 / Energy-efficient image transmission in sensor networks / International Journal of Sensor Networks 4 : 37 ~ 47
[학술대회논문] - V. Sulić / 2011 / Efficient feature distribution for object matching in visual-sensor networks / Circuits and Systems for Video Technology, IEEE Transactions on 21 : 903 ~ 916
[학술대회논문] - W. Yu / 2004 / Energy efficient JPEG 2000 image transmission over wireless sensor networks / Global Telecommunications Conference, 2004. GLOBECOM'04 : 2738 ~ 2743
[학술대회논문] - D.-U. Lee / 2009 / Energy-efficient image compression for resource-constrained platforms / Image Processing, IEEE Transactions on 18 : 2100 ~ 2113
[학술지(정기간행물)] - V. Lecuire / 2008 / Energy-efficient image transmission in sensor networks / International Journal of Sensor Networks 4 : 37 ~ 47
[학술대회논문] - V. Sulić / 2011 / Efficient feature distribution for object matching in visual-sensor networks / Circuits and Systems for Video Technology, IEEE Transactions on 21 : 903 ~ 916
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UCI(KEPA) : I410-ECN-0101-2018-004-001658970