Interactive mobile media search engine by Tay, Jun Bao.

“…The goal was achieved through analyzing the problem of the current GV, as well as, investigating the parameters or thresholds used in pairwise matching and RANSAC estimation algorithm. Different variations of robust estimation of geometric transformation were also explored as the possible alternatives other than RANSAC, such as PROSAC, MLESAC and SCRAMSAC. …”
Get full text

Image registration by Tan, Jun Hao

“…Similarly, the M-estimator is a modified technique of the Random Sample Consensus (RANSAC).…”
Get full text

Digital image forensics by Ng, Nou Xian.

“…This project serves to conduct an experimental investigation using a series of designed methodologies and algorithms like SIFT (Scale Invariant Features Transform), RANSAC (Random Sample Consensus) to identify a digital image forgery called copy-­‐move forgery. …”
Get full text

Transformation models for images by Cheah, Ann Chee

“…Using OpenCV library and two main algorithms, namely SIFT, a feature detector that extracts unique point of interest from an algorithm to find the descriptor of each of such key point and RANSAC, an iterative method to detect any outliers by estimating the parameters of the mathematical model from a set of observed data. …”
Get full text

Image processing for TPEF/SHG laser scanning microscope by Tham, Yi Hui

“…These interest points are then described by SIFT algorithm for the purpose of matching interest points of one image to that of another image. Using RANSAC, a homography transformation between two images is estimated from the set of matching interest points. …”
Get full text

Mobile visual search and applications by Hu, Mengjiao

“…Geometric verification using RANdom Sample Consensus (RANSAC) method is applied to selected image. Then the query result is sent to client side. …”
Get full text