TY - JOUR AU - Jin, Xiaodan AU - Hirakawa, Keigo PY - 2012 DA - 2012/06/21 TI - Analysis and processing of pixel binning for color image sensor JO - EURASIP Journal on Advances in Signal Processing SP - 125 VL - 2012 IS - 1 AB - Pixel binning refers to the concept of combining the electrical charges of neighboring pixels together to form a superpixel. The main benefit of this technique is that the combined charges would overcome the read noise at the sacrifice of spatial resolution. Binning in color image sensors results in superpixel Bayer pattern data, and subsequent demosaicking yields the final, lower resolution, less noisy image. It is common knowledge among the practitioners and camera manufacturers, however, that binning introduces severe artifacts. The in-depth analysis in this article proves that these artifacts are far worse than the ones stemming from loss of resolution or demosaicking, and therefore it cannot be eliminated simply by increasing the sensor resolution. By accurately characterizing the sensor data that has been binned, we propose a post-capture binning data processing solution that succeeds in suppressing noise and preserving image details. We verify experimentally that the proposed method outperforms the existing alternatives by a substantial margin. SN - 1687-6180 UR - https://doi.org/10.1186/1687-6180-2012-125 DO - 10.1186/1687-6180-2012-125 ID - Jin2012 ER -