Chroma enhancement filtering may be used in high dynamic range (HDR) video. A video coding device may identify a characteristic within a picture of a video signal. The characteristic may include a spatial region, a color, a luminance, or an edge direction. The video coding device may determine a sample set that includes one or more samples associated with the characteristic. The video coding device may generate a cross-plane filter based on the characteristic and the sample set. The cross-plane filter may include a high pass filter. The video coding device may apply the cross-plane filter to a luma plane component of a sample in the sample set to determine an offset. The video coding device may add the offset to a reconstructed chroma plane component of the sample that corresponds to the luma plane component.