国科大2023Fall-图像处理课程资料及个人作业
by 中国科学院大学计算机科学与技术学院 王伟强教授
课程教材：冈萨雷斯数字图像处理（第二版）以及Matlab版
| 章节知识点(Chapter) | 作业(Homework) |
|---|---|
| Spatial Enhancement, Histogram Equalization | HW-1 |
| Spatial Enhancement, Spatial Filtering, Convolution, LTI System | HW-2 |
| Frequency Domain Filtering, Fourier Transform, 2D-DFT | HW-3 |
| Image Restoration, Noise model, Optimum Notch Filtering | HW-4 |
| Image Restoration, Image Blur due to Motion | HW-5 |
| Color Image Processing, Color Space, Geometric Distortion Correction | HW-6 |
| Subband Coding, Z-transform, Image Pyramids, PCFB, Haar Transform | HW-7(Important) |
| Inner product space, Discrete Wavelets Transform(DWT), Multi-resolution analysis(MRA) | HW-8 |
| Fast Wavelets Transform(FWT), inverse-FWT, Wavelet Packets | HW-9(Important) |
| Information Theory, Huffman coding, Arithmetic coding, Hamming code | HW-10 |