Visual sensor nodes have little RAM and lined-based external memory.
Existing scalable wavelet image coding approaches require large RAM.
A novel line-based scalable wavelet image coder for low-RAM sensors is developed.
The novel coding approach requires RAM memory for only two image lines.
The coder achieves the RD performance of SPHIT and has no scalable coding overhead.