The aim of the course is to acquaint students with the knowledge about the digital image processing, including image classification, image filtering, feature detection, image segmentation and object recognition. The image processing will be performed using OpenCV or MATLAB Image Processing Toolbox using ready-to-use algorithms and automated processes, e.g. neutral networks.

The aim of the course is to provide students with the knowledge on numerical algorithms used for solving selected mathematical and engineering problems and application of these algorithms with selected programming language.

To provide theoretical foundations on algorithmic problems in different types of navigation systems. To review the most common algorithms used for positioning, route calculation, tracking and presenting navigation directions.

The role and structure of standardization in Geographical Information and the way of using records from standards in practice.

To acquaint students with the theoretical knowledge on urban requirements for the effective movement of autonomous cars, buses and autonomous taxis and autonomous UAV. Students should know new solutions used in the world in the field of parking planning, charging places for electric vehicles, launch platforms for drones, etc.

To give students theoretical knowledge on the idea and principles of principles of Intelligent Transportation Systems functioning and autonomous cars operating. Attention will be paid to relations between ITS and autonomous cars. The emphasis is on providing an understanding of how to use spatial data infrastructure, geoinformation and information-and-comunnication (ITC) technology in ITS.

The main objective of the course is to acquaint students with the basic principles of modeling in accordance with the standards of BIM. Students will learn the assumptions of creating documentation and models of the engineering facility. Students will be able to work with the model, search for collisions of infrastructure elements during design changes and create cost estimates and work schedules.

Knowledge in: - total stations and levels basic and advanced functions - possible usage of modern measuring instruments Skills in: - adjustment of total stations and levels - using total station internal software to do selected types of measurements.

The main purpose of the course is to acquaint students with the basic principles for drafting of geodetic documentation for standard industrial investments, familiarise the participants with the nature of setting out and controlling surveys carried out on an investment project site (construction site), provide information on conditions of collaboration between surveying service providers and National Geodetic and Cartographic Service (in Poland).

Providing theoretical basis necessary to analyze with understanding the robustness of observation systems to gross errors.

Provide knowledge of application of photogrammetric instruments and methods in various disciplines which requires spatial information delivered in aerial and spaceborne data. Students will be able to use selected passive and active photogrammetric aerial and/or satellite data in an example application, to describe and discuss method and results referring to possibilities presented in the literature.

To provide theoretical foundations on the issues of indoor navigation systems. To review state-of-art indoor navigation systems.

To familiarise students with the theoretical and practical knowledge on the Augmented Reality technologies and methods and their use in navigation application. The emphasis is on providing the understanding of how to design Augmented Reality application using geoinformation datasets and cartographical knowledge.

After completing the course students will be familiar with the knowledge of the selected issues and tasks in land management and related to Spatial Information Systems (SIS) applications, and will be able to obtain the data and use them as part of the land management issue. Students will be aware of the responsibility for the results of the work carried out and the potential effects that they may cause.

The aim of the course is to provide students with an understanding of the complex economic and financial aspects of property market finance. The course leads the student through the microeconomic and macroeconomic aspects of property markets to a deeper understanding of the essence and character of the financial aspects of property markets. It is assumed students will posses a basic knowledge of economics and are able to analyze problems at an intermediate level.

The aim of the course is to equip students with a basic knowledge of the tools and mechanisms underpinning property market economics, and is aimed at students with no prior knowledge of economics. The lectures will focus on topics which are essential for future study of advanced property market economics and finance. The course could be treated as an introduction to a ‘Finance of property markets’ course or as a separate entity full basic course in property market economics.

The objective of the course is to present: • current challenges faced by the cities across the world, with particular focus on Europe • the means of dealing with these, in many cases, highly unpredictable processes on a city level, presented using good examples • flexible and resilient modern urban planning.