Title :
Event-based imaging with active illumination in sensor networks
Author :
Teixeira, Thiago ; Andreou, Andreas G. ; Culurciello, Eugenio
Author_Institution :
Electr. & Comput. Eng., Johns Hopkins Univ., Baltimore, MD, USA
Abstract :
We discuss a distributed imaging architecture with active illumination for sensor network applications. An event-based CMOS imager is employed at the sensor level, to convert light intensity at each pixel into a pulse density modulated stream of address events. The wireless nodes are commercial off-the-shelf motes. Energy-aware communication is implemented at the sensor level by employing an event-based readout. Additional computation for data reduction is accomplished at the sensor/mote interface level by modulating the event-rate produced by the sensor array to match the bandwidth and latency constraints in the communication network. Information transmitted in the limited bandwidth links of the network yields effective means for detection and partial recognition of the object, even at very low bit rates and frame latency as low as 1s.
Keywords :
CMOS image sensors; image processing; optical images; sensor fusion; wireless sensor networks; active illumination; bit rates; commercial off-the-shelf motes; communication network; distributed imaging architecture; energy-aware communication; event-based CMOS imager; event-based imaging; frame latency; pulse density modulated address event stream; wireless sensor networks; Bandwidth; CMOS image sensors; Delay; Image converters; Image sensors; Intensity modulation; Lighting; Pixel; Pulse modulation; Sensor arrays;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1464670