Deep Learning Quantization and Image Compression
FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs With Dynamic Fixed-Point Representation
Ahmad Shawahna, Sadiq M. Sait, Aiman El-Maleh and Irfan Ahmad, "FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs With Dynamic Fixed-Point Representation," in IEEE Access, vol. 10, pp. 30202-30231, 2022.
JPEG Image Compression using the Discrete Cosine Transform: An Overview, Applications, and Hardware Implementation
Ahmad Shawahna, Md. Enamul Haque and Alaaeldin Amin, "JPEG Image Compression using the Discrete Cosine Transform: An Overview, Applications, and Hardware Implementation," in arXiv preprint arXiv.1912.10789, pp. 1-7, 1 Nov. 2019.
