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Category: CMSC426

CMSC426_Final_Project

Posted on May 23, 2023August 20, 2023

This final project is about Visual Odometry.

CMSC426_Project06

Posted on May 22, 2023August 20, 2023

This assignment used PyTorch to train neural networks for the tasks of image classification and image segmentation.

CMSC426_Project05

Posted on May 22, 2023August 20, 2023

This assignment implemented the Affine Structure from Motion algorithm which continues the interest point detection and tracking problem from HW2.

CMSC426_Project04

Posted on May 22, 2023August 20, 2023

This assignment aims to implement an algorithm for automatically estimating homography with RANSAC; Also the normalized 8-point algorithm; and the Image Stitching Algorithm.

CMSC426_Project03

Posted on May 21, 2023August 15, 2023

This assignment aims to get familiar with shape alignment using the iterative closest point (ICP) algorithm; And object instance recognition using SIFT features and the nearest neighbor distance ratio test.

CMSC426_Project02

Posted on March 23, 2023August 20, 2023

This assignment implemented a corner detector and feature tracker that track features from the image sequence hotel.

CMSC426_Project01

Posted on March 23, 2023March 26, 2023

This assignment aims to explore image processing techniques, specifically hybrid images and pyramids.

CATEGORIES

  • Personal Projects
  • Notes
  • Algorithms

  • University of Maryland
  • CMSC426 - Computer Vision
  • CMSC320 - Introduction to Data Science
  • CMSC330 - Organization of Programming Languages
  • CMSC216 - Introduction to Computer Systems
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