Abstract: A method and apparatus for performing second-order orthogonal spatial intra prediction encoding and decoding is disclosed. Second-order orthogonal spatial intra prediction for a frame of a video stream may include identifying a current pixel in a first block in the frame; identifying a first decoded pixel in a second block in the frame at a first oblique angle to the current pixel; identifying a second decoded pixel in a third block in the frame at a second oblique angle to the current pixel; identifying a third decoded pixel in a fourth block in the frame, wherein the third decoded pixel is at the second oblique angle to the first decoded pixel or at the first oblique angle to the second decoded pixel; and determining a predictor pixel using a difference between the third decoded pixel and a sum of the first decoded pixel and the second decoded pixel.