Wireless integrated network sensors
Communications of the ACM
The platforms enabling wireless sensor networks
Communications of the ACM - Wireless sensor networks
Contiki - A Lightweight and Flexible Operating System for Tiny Networked Sensors
LCN '04 Proceedings of the 29th Annual IEEE International Conference on Local Computer Networks
Panoptes: scalable low-power video sensor networking technologies
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Cyclops: in situ image sensing and interpretation in wireless sensor networks
Proceedings of the 3rd international conference on Embedded networked sensor systems
SensEye: a multi-tier camera sensor network
Proceedings of the 13th annual ACM international conference on Multimedia
Proceedings of the 5th international conference on Information processing in sensor networks
Universal distributed sensing via random projections
Proceedings of the 5th international conference on Information processing in sensor networks
Sdlib: a sensor network data and communications library for rapid and robust application development
Proceedings of the 5th international conference on Information processing in sensor networks
Address-event imagers for sensor networks: evaluation and modeling
Proceedings of the 5th international conference on Information processing in sensor networks
eCAM: ultra compact, high data-rate wireless sensor node with a miniature camera
Proceedings of the 4th international conference on Embedded networked sensor systems
Proceedings of the 6th international conference on Information processing in sensor networks
Collaborative image coding and transmission over wireless sensor networks
EURASIP Journal on Applied Signal Processing
FireFly Mosaic: A Vision-Enabled Wireless Sensor Networking System
RTSS '07 Proceedings of the 28th IEEE International Real-Time Systems Symposium
Data Gathering with Tunable Compression in Sensor Networks
IEEE Transactions on Parallel and Distributed Systems
Distributed video coding: Selecting the most promising application scenarios
Image Communication
Wireless sensor network survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Low-complexity and energy efficient image compression scheme for wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Challenging issues in visual sensor networks
IEEE Wireless Communications
Optimal data compression and forwarding in wireless sensor networks
IEEE Communications Letters
Programming wireless sensor networks: Fundamental concepts and state of the art
ACM Computing Surveys (CSUR)
A survey of multimedia streaming in wireless sensor networks
IEEE Communications Surveys & Tutorials
A survey on visual surveillance of object motion and behaviors
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
IEEE Transactions on Information Theory
Resource allocation and performance analysis of wireless video sensors
IEEE Transactions on Circuits and Systems for Video Technology
Video compression schemes using edge feature on wireless video sensor networks
Journal of Electrical and Computer Engineering
PASU: A personal area situation understanding system using wireless camera sensor networks
Personal and Ubiquitous Computing
Towards commoditized smart-camera design
Journal of Systems Architecture: the EUROMICRO Journal
Journal of Systems Architecture: the EUROMICRO Journal
International Journal of Ad Hoc and Ubiquitous Computing
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Recent developments in low-cost CMOS cameras have created the opportunity of bringing imaging capabilities to sensor networks. Various visual sensor platforms have been developed with the aim of integrating visual data to wireless sensor applications. The objective of this article is to survey current visual sensor platforms according to in-network processing and compression/coding techniques together with their targeted applications. Characteristics of these platforms such as level of integration, data processing hardware, energy dissipation, radios and operating systems are also explored and discussed.