Parameterized Synthetic Image Data Set for Fisheye Lens

Publikation: Beiträge in SammelwerkenAufsätze in KonferenzbändenForschungbegutachtet

Authors

Based on different projection geometry, a fisheye image can be presented as a parameterized non-rectilinear image. Deep neural networks(DNN) is one of the solutions for extracting the parameters for fisheye image feature expression. However, a number of images are required for training a reasonable prediction model for DNN. In this paper, we propose to extend the scale of the dataset using parameterized synthetic images which effectively boost the diversity of samples and avoid the limitation on the scale. To simulate different viewing angles and distances, we adopt controllable parameterized projection processes on transformation. The reliability of the proposed method is tested with the image captured by a fisheye camera. The synthetic fisheye image dataset is the first dataset that is developed by existing labeled perspective images. It is accessible via: http://www2.leuphana.de/misl/fisheye-data-set/.

OriginalspracheEnglisch
TitelProceedings - 2018 5th International Conference on Information Science and Control Engineering, ICISCE 2018
HerausgeberY Cheng, S. Li, Y. Dai
Anzahl der Seiten5
VerlagIEEE - Institute of Electrical and Electronics Engineers Inc.
Erscheinungsdatum02.07.2018
Seiten370-374
Aufsatznummer8612582
ISBN (elektronisch)978-153865500-9
DOIs
PublikationsstatusErschienen - 02.07.2018
Veranstaltung5th International Conference on Information Science and Control Engineering - ICISCE 2018 - Zhengzhou, Henan, China
Dauer: 20.07.201822.07.2018
Konferenznummer: 5
http://www.icisce.org/ICISCE2018/

DOI

Zuletzt angesehen

Aktivitäten

  1. Language Demands of the Language Market: A Predictor of Students‘ Language Skills?
  2. Methodology of Scenario Technique in Regional Development Processes
  3. Setting up camp: emerging organizing around contested issues in the context of covert and illegal living on campsites
  4. Development and Validation of the Later Life Workplace Index for Successful Management of an Aging Workforce
  5. Workshop: The Practical Relevance of Theory in Times of Societal Division
  6. Towards the sustainable university: approaches, indicators, good practice
  7. 2021 3rd International Conference on Soft Computing and its Engineering Applications
  8. The bumpy road from investigation to knowledge
  9. A lecture
  10. Mini-Workshop DFG-SPP 1881
  11. Plenary Speaker at the 2021 4th IEEE International Conference on Information Communication and Signal Processing (ICICSP 2021)
  12. Managing Turnover
  13. Swarm Robotics
  14. Conference presentation: The Relationship between the Internal Audit Function and the Audit Committee. An empirical analysis for the One- and Two Tier-System
  15. Bridging the Space Divide in Emerging Countries
  16. Co-Production of Knowledge
  17. Methods for Ph.D.
  18. Tilling the fields of knowledge in sustainability-oriented science
  19. Development of a temperature controlled weathering test box to evaluate the life cycle behaviour of interior automotive components
  20. Vulnerability and Decline of Societal Structures: Which Opportunities for Global Environmental Governance?
  21. Overview of Current Trends in Environmental Management Accounting (EMA) and its Link to Environmental Performance Indicators (EPI)
  22. Digitalization and cross-border knowledge transfer: The impact on international assignments
  23. Exploring Urban Music Studies (Roundtable)
  24. The influence of polycentricity on collaborative environmental management – the case of EU Water Framework Directive implementation in Germany
  25. Did we take the spatial turn? Tracing organizational space from paperwork to digitalization’
  26. Procedural-Framing Effects in Negotiations: It's not just What You Propose but How You Frame it
  27. Design based knowledge production in transdisciplinary Sustainability Science
  28. Dimension theory of representations of real numbers
  29. Robotics (Fachzeitschrift)

Publikationen

  1. Interactions between ecosystem properties and land use clarify spatial strategies to optimize trade-offs between agriculture and species conservation
  2. Effect of yttrium addition on lattice parameter, Young's modulus and vacancy of magnesium
  3. Effects of an expressive writing intervention (EWI) with women treated for breast cancer explored with recurrence quantification analysis (RQA) of changes in text structure - a proof-of-concept study
  4. The link between in- and external rotation of the auditor and the quality of financial accounting and audit
  5. On the Difficulty of Forgetting
  6. Othering Space
  7. Overcoming physical distancing in online communities to create human spaces for societal transformations
  8. Using a CRIS to reduce workload and increase quality for research reporting and university marketing
  9. Wireless power transmission via a multi-coil inductive system
  10. Combining Evaluative and Generative Diagnosis in ActiveMath
  11. Visual Frames – Framing Visuals
  12. Neural Networks for Energy Optimization of Production Processes in Small and Medium Sized Enterprises
  13. Temperature control in Peltier cells comparing sliding mode control and PID controllers
  14. Self-perceived quality of life predicts mortality risk better than a multi-biomarker panel, but the combination of both does best
  15. Test of advanced hyperfine structure theory by precision radio-frequency and laser spectroscopy in molybdenum
  16. Computational Swarming
  17. Design, Modeling and Control of an Over-actuated Hexacopter Tilt-Rotor
  18. How numeric advice precision affects advice taking
  19. As cast microstructures on the mechanical and corrosion behaviour of ZK40 modified with Gd and Nd additions