Papers Related to Image Processing (Selected only)

Starsac: Stable random sample consensus for parameter estimation [Paper]

Given a set of corresponding features,  we use the planar Homography to register multiple images. The proposed parameter estimation algorithm outperforms conventional method for the Homography estimation problem. 

Example application: retinal image registration and 3D surface reconstruction [Link]

Effective representation using ICA for face recognition robust to local distortion and partial occlusion [Paper]

The paper proposes a new image feature extraction algorithm, Locally Salient ICA (LS-ICA), that represents locally salient information from important parts of images. The algorithm was tested on facial images in the context of face recognition.

Accurate 3D face reconstruction via prior constrained structure from motion [Paper]

The proposed optimization framework uses a new photometric consistency metric among multiple images to produce the geometry of the object (face). 

Robust skin color segmentation using a 2D plane of RGB color space [Paper]

The proposed image transform method (from RGB image to another color space) provides color-based segmentation results.