3D Reconstruction in Crime Scenes Investigation: Impacts, Benefits, and Limitations

Rangelov, Dimitar; Knotter, Jaap; Miltchev, Radoslav

doi:10.1007/978-3-031-66329-1_4

Lecture Notes in Networks and Systems

2024

DOI: 10.1007/978-3-031-66329-1_4

|View full text |Cite

3D Reconstruction in Crime Scenes Investigation: Impacts, Benefits, and Limitations

Dimitar Rangelov,

Jaap Knotter,

Radoslav Miltchev

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2024

Publication Types

Select...

Article1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

References 37 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

Impact of Camera Settings on 3D Reconstruction Quality: Insights from NeRF and Gaussian Splatting

Rangelov,

Waanders,

Waanders

et al. 2024

Sensors

View full text Add to dashboard Cite

This paper explores the influence of various camera settings on the quality of 3D reconstructions, particularly in indoor crime scene investigations. Utilizing Neural Radiance Fields (NeRF) and Gaussian Splatting for 3D reconstruction, we analyzed the impact of ISO, shutter speed, and aperture settings on the quality of the resulting 3D reconstructions. By conducting controlled experiments in a meeting room setup, we identified optimal settings that minimize noise and artifacts while maximizing detail and brightness. Our findings indicate that an ISO of 200, a shutter speed of 1/60 s, and an aperture of f/3.5 provide the best balance for high-quality 3D reconstructions. These settings are especially useful for forensic applications, architectural visualization, and cultural heritage preservation, offering practical guidelines for professionals in these fields. The study also highlights the potential for future research to expand on these findings by exploring other camera parameters and real-time adjustment techniques.

show abstract

Impact of Camera Settings on 3D Reconstruction Quality: Insights from NeRF and Gaussian Splatting

Rangelov,

Waanders,

Waanders

et al. 2024

Sensors

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

3D Reconstruction in Crime Scenes Investigation: Impacts, Benefits, and Limitations

Cited by 1 publication

References 37 publications

Impact of Camera Settings on 3D Reconstruction Quality: Insights from NeRF and Gaussian Splatting

Impact of Camera Settings on 3D Reconstruction Quality: Insights from NeRF and Gaussian Splatting

Contact Info

Product

Resources

About