Improving composite images of faces produced by eyewitnesses - PhDData

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Improving composite images of faces produced by eyewitnesses

The thesis was published by Ness, Hayley, in September 2022, University of Stirling.

Abstract:

When a witness views a crime, they are often asked to construct a facial likeness, or
composite of the suspect. These composites are then used to stimulate recognition
from someone who is familiar with the suspect. Facial composites are commonly used
in large scale cases e. g. Jill Dando, Yorkshire Ripper, however a great deal of
research has indicated that facial composites perform poorly and often do not portray
an accurate likeness of the suspect. This thesis therefore examined methods of
improving facial composites. In particular, it examined methods of increasing the
likeness portrayed in composites, both during construction and at test.
Experiments 1 to 3 examined the effectiveness of a new three-quarter-view database
in PROfit. Experiment 1 examined whether the presentation of composites in a three-quarter-
view composite will aid construction. Participant-witnesses were exposed to
all views of a target and the results indicated that three-quarter-view composites
performed as well as full-face composites but not better. Experiments 2 and 3 then
examined whether the presentation of two composites (one in a full-face view and the
other in a three-quarter-view) from the same participant-witness would increase
performance above the level observed for a single composite. The results revealed that
two views were better than one. In addition, experiment 3 examined the issue of
encoding specificity and viewpoint dependency in composite construction. All
participant-witnesses were exposed to either one view of a target (full-face or three-quarter)
or all views and they were asked to construct both a full-face and a three-quarter-
view composite. The results indicated that performance was better when all views of a face had been presented. When a target had been seen in a three-quarter-view,
it was better to construct a three-quarter-view composite. However, when a
target had been seen in a full-face view, performance for both full-face and three-quarter
composites was poor.
Experiments 4 to 8 examined whether the presentation of composites from multiple
witnesses would increase performance. The results revealed that morphing composites
from four different witnesses (4-Morphs) resulted in an image that performed as well
as or better than the best single image. Further experimentation attempted to examine
why multiple composites performed well. In particular, it was asked whether multiple
composites performed well because they contained varied information or whether
they performed well because they just contained more information. Multiple
composites from both single and multiple witnesses using the same (PROfit) and
different (PROfit, E-FIT, Sketch, EvoFIT) composite techniques were compared and
the results revealed that multiple composites performed well because they contained
different memorial representations. This combination of different memorial
representations appeared to result in an image that was closer to the ideal, or
prototypical image.
Experiments 9 to 12 examined the relationship between verbal descriptions and
composite quality. The results revealed that there was no clear relationship between
the amount of description provided, the accuracy of the description and performance
of the resulting composite. Further experimentation examined whether the
presentation of a composite and a description would increase performance above the
level observed for a single composite. The results revealed that the combination of a description and a composite from the same participant-witness did increase
performance. This indicated that descriptions and composites might contain differing
amounts and types of featural and configurational information.
Both the theoretical and practical implications of these results are discussed.
Experiments 1, 2 and 3 of this thesis have been submitted for publication. Ness, H.,
Hancock, P. J. B., Bowie, L. and Bruce, V. Are two views better than one? A study
investigating recognition of full-face and three-quarter-view composites. Applied
Cognitive Psychology.
Experiment 4 of this thesis appears in Bruce, V., Ness, H., Hancock, P. J. B.,
Newman, C. and Rarity, J. (2002). Four heads are better than one: combining face
composites results yields improvements in face likeness. Journal of Applied
Psychology. 87 (5), 894-902.
Other Publications
Frowd, C. D., Carson, D., Ness, H., Richardson, J., Morrison, L., McLanaghan, S.,
Hancock, P. J. B. Evaluating Facial Composite Systems. Manuscript accepted for
publication in Psychology, Crime and Law.
Frowd, C. D., Carson, D., Ness, H., McQuiston, D., Richardson, J., Baldwin, H.,
Hancock, P. J. B. Contemporary Composite Techniques: The impact of a forensically relevant
target delay. Manuscript accepted for publication in Legal and
Criminological Psychology.



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