16-820: Advanced Computer Vision

Fall 2024


[ Course Page | Schedule | Assignments | Piazza | Canvas | Office Hours | Lecture Slides ]

Monday and Wednesday, 12:30PM-1:50PM, DH [Doherty Hall] 1212


 

Assignments and Problem Sets

  • Assignment 1: Homography

    Augmented Reality with Planar Homographies.
    Due Date: 09/16/2024 (Mon), 11:59pm ET

  • Assignment 2: Lucas-Kanade Tracking

    Motion detection and Object tracking
    Due Date: 10/2/2024 (Wed), 11:59pm ET

  • Assignment 3: 3D Reconstruction

    Reconstruct a 3D point cloud from images
    Due Date: 10/23/2024 (Wed), 11:59pm ET

  • Assignment 4: Deep Learning

    Train a network for character recognition
    Due Date: 11/06/2024 (Wed), 11:59pm ET

  • Assignment 5: Photometric Stereo

    Stereo Reconstruction
    Due Date: 11/20/2024 (Wed), 11:59pm ET

  • Assignment 6: Image Segmentation

    Image Segmentation
    Due Date: 12/06/2024 (Fri), 11:59pm ET

How to submit Homeworks (HW)?

  • Homework is submitted through the Gradescope Assignments page.
  • Homeworks are due by 11:59pm EST on the given due date.
  • You are required to typeset all answers (no handwritten responses) and submit as a PDF
  • You must assign individual pages of your PDF to individual questions in gradescope. Not doing so will dock your point total by 3%.
  • Submissions must be in the form of:
    1. a PDF containing the write up including screen grabs of image outputs and copies of code snippets when requested
    2. a zip file containing the code.

Late Policy

  • Each student has a total of 6 late-day points for the course.
  • You can extend an assignment deadline by one day using one late-day point.
  • Rules for the late-day points are as follows:
    1. A maximum of 3 late-day points are allowed for the same assignment. If the submission is late by more than 3 days, it will be graded as 0%.
    2. There are no partial late days (5 minutes late = 1 late day)
    3. Late-day points CANNOT be used for HW6. HW6 has a hard deadline of its assigned due date.
    4. If all late-day points are used up, late homework submissions will be graded with 20% deduction for each additional late day (maximum score of 80% after one day, 60% after two days, 40% after 3 late days, etc). If the submission is late by more than 3 days, it will be graded as 0%.

Study Groups

  • Students are encouraged to host study groups for extra credit.
  • To receive extra credit, study groups must be listed on this Google spreadsheet.
  • To receive extra credit, at least 4 people must attend the study group.
  • Hosts will receive extra credit (up to 3%).


Academic Integrity & Collaboration

  • Homeworks can be discussed, but each student must independently write up their own solutions.
  • In particular, no sharing of code with other students.
  • It is fine to use reference materials found online, but do not search for homework solutions.
  • If you are stuck, you are encouraged to ask questions at both office hours, in Piazza, and to discuss the homework concepts with other students.
  • We have seen attempts at cheating in the past.
  • If we spot any cases of cheating, we will prosecute to the fullest extent.