Chytré extenze jednoduchých kamer v průmyslovém prostředí
| Thesis title in Czech: | Chytré extenze jednoduchých kamer v průmyslovém prostředí |
|---|---|
| Thesis title in English: | Smart extensions to regular cameras in the industrial environment |
| Key words: | cctv ip cameras|use-case|test data|methods|prototypes|experiments-comparison-metrics|repeatable experiments |
| English key words: | cctv ip cameras|use-case|test data|methods|prototypes|experiments-comparison-metrics|repeatable experiments |
| Academic year of topic announcement: | 2020/2021 |
| Thesis type: | diploma thesis |
| Thesis language: | |
| Department: | Department of Software Engineering (32-KSI) |
| Supervisor: | prof. RNDr. Peter Vojtáš, DrSc. |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 14.09.2021 |
| Date of assignment: | 14.09.2021 |
| Confirmed by Study dept. on: | 29.03.2022 |
| Guidelines |
| Task of this diploma thesis is to create several prototypes and datasets under use-case of referenced literature (e.g. to extend capabilities of regular cctv ip cameras). Domain can be time specific, e.g. recognize face masks for Covid protection, detect events when person from separated areas met, object detection for self driving car, etc. Use case can be also focused to automoto industry and/or health protection in industry, Industry 4.0, IoT, ...
Thesis is expected to formulate use-cases, collect public video data, design methods, implement at least two prototypes, provide experiments and comparison and evaluation. Experiments have to be repeatable. Papers listed can be used as introductory motivation. Related work is expected to be updated. Specific focus can be changed during solution, as the topic is quite challenging and unexpected can appear. |
| References |
| [R1-2] Petrushin, Valery A., and Latifur Khan. Multimedia data mining and knowledge discovery. Vol. 521. Heidelberg: Springer, 2007
[P1] Petrushin, Valery A. Introduction into Multimedia Data Mining and Knowledge Discovery, Pages 3-13, Chapter 1 in [R1-2] [P2] Petrushin, Valery A. Mining Rare and Frequent Events in Multi-camera Surveillance Video, Pages 80-93, Chapter 5 in [R1-2] [BHV] S. Brezani, R. Hrasko, P. Vojtas. Smart extensions to regular cameras in the industrial environment, preprint |
| Preliminary scope of work |
| Task of this diploma thesis is to provide several prototypes, datasets and experiments in the domain of smart extensions to regular cameras in the industrial environment |
| Preliminary scope of work in English |
| Task of this diploma thesis is to provide several prototypes, datasets and experiments in the domain of smart extensions to regular cameras in the industrial environment |