In a signal processing network including a color correction matrix and gamma compensation, detail processing is disclosed that includes a detail extraction circuit for generating a detail signal from an un-matrixed green signal and a detail enhancement circuit for adding the detail signal to the matrixed, gamma-corrected red, green and blue signals. The un-matrixed green signal is converted to a gamma-corrected green signal and separately input to vertical and horizontal high pass filters, which separate detail components representative of vertical and horizontal detail, respectively. The vertical detail is additionally input to a horizontal low pass filter to eliminate excessive enhancement of diagonal image components. The detail components are cored and input to the detail enhancement circuit. As a result of bypassing the color correction matrix and inserting the modified detail, including the diminished diagonal contribution, into the signal channel after gamma correction, the various detail components receive a substantially uniform visual enhancement regardless of orientation or density in the image.