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A zoom drive noise reduction technique for digital cameras
- Source :
- GCCE
- Publication Year :
- 2013
- Publisher :
- IEEE, 2013.
-
Abstract
- Sound recorded in compact digital cameras includes a zoom drive noise caused by motor driving, gear driving, and so on. The spectral subtraction (SS) method is suitable for removing these noises because it does not require any extra hardware, but the original signal is quite distorted. Therefore we have developed an advanced SS (A-SS) method suppressing the distortion of the original signal. It first subtracts the assumed noise spectrum from an input signal, and then processes the spectrum so as to keep the power constant. In addition, digital cameras have a unique problem that the ratio of noise against a recorded signal varies frequently, which is caused by the lens variability and recording environment difference. To counter this issue, we have developed the two algorithms: the statistically optimized algorithm to pre-compute the noise spectrum beforehand, and the feedback algorithm to automatically control the quantity of subtraction according to the noise ratio. We implement the A-SS method applying the proposed algorithms into a prototype camera and verified the effectiveness on the noise reduction.
- Subjects :
- Noise measurement
business.industry
Computer science
Noise (signal processing)
Noise reduction
Noise floor
Noise
symbols.namesake
Dark-frame subtraction
Colors of noise
Gaussian noise
Distortion
symbols
Image noise
Median filter
Computer vision
Artificial intelligence
Image sensor
business
Noise (radio)
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2013 IEEE 2nd Global Conference on Consumer Electronics (GCCE)
- Accession number :
- edsair.doi...........cced136ec8782e4c32f46be849eb5383
- Full Text :
- https://doi.org/10.1109/gcce.2013.6664796