KwanHoo/ImageProcessing

[Computer Vision & Image Processing] learn and practice!!

ImageProcessing

Practice and test Code

BGR 영상을 gary scale로 변환

Histogram 구현

1. pixel wise operation
2. histogram stretch
   report link: https://blog.naver.com/hwankko27/222443890880

Image Filtering 구현

1. zero, repetition padding
2. average, sharpening filter
   report link: https://blog.naver.com/hwankko27/222443962202

가오시안 필터, 쌍선형보간법 구현

1. Gaussian filter
2. Bilinear Interpolation
   report link: https://blog.naver.com/hwankko27/222444862157

Derivative of Gaussian 구현

1. DoG filter
2. DoG mask 모양 만들기
   report link: https://blog.naver.com/hwankko27/222446661786

Canny Edge Detection 구현

1. Non_maximum_suppression
2. Double_thresholding
   report link: https://blog.naver.com/hwankko27/222447752576

Morphological Processing 구현

1. Dilation
2. Erosion
3. Opening
4. Closing
   report link: https://blog.naver.com/hwankko27/222448396361

Image Restoration 구현

1. image restoration
2. Gaussian noise
3. Adaptive filtering(Bilateral Filter)
   report link: https://blog.naver.com/hwankko27/222449515749

Discrete cosin transform 구현

1. Discrete cosin transform
2. make DCT_mask shape
   report link: https://blog.naver.com/hwankko27/222450837547

JPEG(Joint Photographic Experts Group) 구현

1. zigzag scanning
2. dicode zigzag
3. encoding
4. decoding
5. DCT_inverse
   report link: https://blog.naver.com/hwankko27/222452052874

Image Warping 구현

1. Forward warping
2. Backward warping
   report link: https://blog.naver.com/hwankko27/222453303270

Binary segmentation, Threshold 구현

1. histogram
2. binary segmentation
3. Meat image threshold
   report link: https://blog.naver.com/hwankko27/222454333740

VGGNet, VGG16 모델 구현

1. VGG16 Model
2. hyperparameter tuning(optimization)
3. CIFAR-10
4. report link: https://blog.naver.com/hwankko27/222455748392