Fig. 1. Architecture of the local dimming system

Fig. 2. Schematic diagram of the partition

Fig. 3. Flow chart of the HWA

Fig. 4. Pseudocode of HWA

Fig. 5. Schematic diagram of the convolution process

Fig. 6. Comparison diagram of the simulation

Fig. 7. Comparison diagram of backlight diffusion

Fig. 8. Comparison of the images before and after pixel compensation

Fig. 9. System schematic diagram of the HWA on the Gowin FPGA

Fig. 10. Display effect diagram of the FPGA

Fig. 11. Images for performance evaluation