A high resolution 3D and color image acquisition system for long and shallow impressions in crime scenes

dc.contributor.advisorTuceryan, Mihran
dc.contributor.authorEgoda Gamage, Ruwan Janapriya
dc.contributor.otherZheng, Jiang Yu
dc.contributor.otherFang, Shiaofen
dc.date.accessioned2015-02-11T20:17:49Z
dc.date.available2015-02-11T20:17:49Z
dc.date.issued2014
dc.degree.date2014en_US
dc.degree.grantorPurdue Universityen_US
dc.degree.levelM.S.en_US
dc.descriptionIndiana University-Purdue University Indianapolis (IUPUI)en_US
dc.description.abstractIn crime scene investigations it is necessary to capture images of impression evidence such as tire track or shoe impressions. Currently, such evidence is captured by taking two-dimensional (2D) color photographs or making a physical cast of the impression in order to capture the three-dimensional (3D) structure of the information. This project aims to build a digitizing device that scans the impression evidence and generates (i) a high resolution three-dimensional (3D) surface image, and (ii) a co-registered two-dimensional (2D) color image. The method is based on active structured lighting methods in order to extract 3D shape information of a surface. A prototype device was built that uses an assembly of two line laser lights and a high-definition video camera that is moved at a precisely controlled and constant speed along a mechanical actuator rail in order to scan the evidence. A prototype software was also developed which implements the image processing, calibration, and surface depth calculations. The methods developed in this project for extracting the digitized 3D surface shape and 2D color images include (i) a self-contained calibration method that eliminates the need for pre-calibration of the device; (ii) the use of two colored line laser lights projected from two different angles to eliminate problems due to occlusions; and (iii) the extraction of high resolution color image of the impression evidence with minimal distortion.The system results in sub-millimeter accuracy in the depth image and a high resolution color image that is registered with the depth image. The system is particularly suitable for high quality images of long tire track impressions without the need for stitching multiple images.en_US
dc.identifier.urihttps://hdl.handle.net/1805/5906
dc.identifier.urihttp://dx.doi.org/10.7912/C2/2327
dc.language.isoen_USen_US
dc.subject3D image captureen_US
dc.subjectfootprint impression acquisitionen_US
dc.subjectforensicsen_US
dc.subjectstructured lighten_US
dc.subjecttire impression acquisitionen_US
dc.subject.lcshImaging systems -- Image quality -- Research -- Analysisen_US
dc.subject.lcshHigh resolution imagingen_US
dc.subject.lcshImages, Photographicen_US
dc.subject.lcshLasersen_US
dc.subject.lcshComputer vision -- Researchen_US
dc.subject.lcshLighting -- Research -- Designen_US
dc.subject.lcshThree-dimensional display systemsen_US
dc.subject.lcshImage processing -- Digital techniquesen_US
dc.subject.lcshMaterials -- Analysis -- Data processingen_US
dc.subject.lcshQuality control -- Optical methodsen_US
dc.subject.lcshFootwear -- Identificationen_US
dc.subject.lcshTires -- Identificationen_US
dc.subject.lcshOptical pattern recognitionen_US
dc.subject.lcshForensic sciencesen_US
dc.subject.lcshCrime scene searchesen_US
dc.titleA high resolution 3D and color image acquisition system for long and shallow impressions in crime scenesen_US
dc.typeThesisen
thesis.degree.disciplineComputer & Information Scienceen
Files
Original bundle
Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
ruwan_thesis_combined.pdf
Size:
13.61 MB
Format:
Adobe Portable Document Format
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.88 KB
Format:
Item-specific license agreed upon to submission
Description: