difference image concerns: * normalizations: * are they correct? * significant coupling between normalization and other kernel terms * ringing -- there is significant ringing left behind in difference of images with PS1_V1 PSF shapes * is the basis function able to represent the actual observed differences sufficiently? * is the observed ringing the result of the coupling to the normalization? * is the observed ringing due to the degeneracy between basis terms? * basis function orthogonality * does the non-orthogonal nature of the Alard-Lupton kernels increase sensitivity to noise and false positives? * can we choose a more-orthogonal basis set? * span of basis set * how can we choose a set of kernels that spans a sufficient range? * can the Alard-Lupton basis set cover a wide enough range of structures? * weighting? * windowing? * dual convolution -- strange results with power going to non-radial terms Some specific bugs identified * normalizations were failing for 1D convolutions * the wrong preCalc element was being used in a certain context related to Dual * the peak pixel is rediscovered, changing the center by 1 pixel for well-centered stars (this is not technically a bug, but makes it difficult to interpret the chi-square images)