LEARNING OUTCOMES
To understand how the bundle block adjustment is solved with least-squares adjustment. To understand and apply homogeneous coordinates and projective geometry for solving the main tasks of photogrammetry. To understand Structure-from-Motion and Dense Matching. To understand dynamic applications of photogrammetry. To understand Optical Flow, tracking of moving objects, image-based navigation and possibilities to apply neural networks. To recognize industrial applications of photogrammetry.
Credits: 5
Schedule: 25.02.2025 - 09.04.2025
Teacher in charge (valid for whole curriculum period):
Teacher in charge (applies in this implementation): Petri Rönnholm
Contact information for the course (applies in this implementation):
CEFR level (valid for whole curriculum period):
Language of instruction and studies (applies in this implementation):
Teaching language: English. Languages of study attainment: Finnish, Swedish, English
CONTENT, ASSESSMENT AND WORKLOAD
Content
valid for whole curriculum period:
Photogrammetric bundle block adjustment. In addition, this course gives a computer vision perspective on solving main tasks in photogrammetry, especially by applying homogeneous coordinates and projective geometry. The contents highlight possibilities of automation in photogrammetry by utilizing latest algorithms to find orientations of images and to create photogrammetric 3D point clouds. The course includes also a seminar part in which the recent developments of photogrammetry and computer vision are illustrated.
Assessment Methods and Criteria
valid for whole curriculum period:
Examination, seminar and assignments
Workload
valid for whole curriculum period:
Lectures, assignments, self-study, preparation for exam + exam
DETAILS
Study Material
valid for whole curriculum period:
Lecture notes and additional literature
Substitutes for Courses
valid for whole curriculum period:
Prerequisites
valid for whole curriculum period:
SDG: Sustainable Development Goals
8 Decent Work and Economic Growth
9 Industry, Innovation and Infrastructure
11 Sustainable Cities and Communities
13 Climate Action
FURTHER INFORMATION
Further Information
valid for whole curriculum period:
Teaching Language: English
Teaching Period: 2024-2025 Spring IV
2025-2026 Spring IVRegistration:
Registration for the courses via Sisu (sisu.aalto.fi).