Anika Pflug, M.Sc.
Position: Ph.D. student
In 2002 I started my studies in computer science at Technical University of Darmstadt. In spring semester 2006 I changed to Hochschule Darmstadt and received my master’s degree in February 2011. Since June 2011 I’m a member of da/sec at CASED and in January 2012 I started my Ph.D. studies at Gjovik University College.
My reserach topic is related to the GES-3D project where I am working on ear recognition systems for forensic image analysis. The goal of the project is to develop a system, which is capable of supporting forensic experts at BKA (the German criminal police) in identifying perpetrators in CCTV images. The identification system will fuse features extracted from the face and from the outer er in order to achieve a higher identification rate under the presence of different poses. Moreover, the use of 3D images as references will contribte to the robustness against pose variation.
My main focus is the development of robust ear detection and recognition approaches for 2D and 3D images in uncontrolled environments. Because it is planned to use 3D images as references and videos or photographs (2D) as probe images, I also deveop techniques for feature mapping between 2D and 3D images. Further, I’m interested in efficient feature vector encoding and intelligent serach techniques for identification in large scale systems.
- Biometrische Systeme (SS2015)
Thesis and HiWi Positions
A list of currently available topic proposals in the field of 2D/3D ear recognition for smart surveillance systems can be found at this page. For more information on one of the listed topics, please contact me by email. I am also open for any other topic, which is related to ear and face recognition or object detection/tracking.
- Anika Pflug, Christian Rathgeb, Ulrich Scherhag, Christoph Busch, “Binarization of Histogram Models: An Application to Efficient Biometric Identification” accepted for publication at CYBCONF 2015, Gdynia, Poland
- Anika Pflug, Arun Ross, Christoph Busch, „2D Ear Classification Based on Unsupervised Clustering“, In Proceedings of International Joint Conference on Biometrics (IJCB’14), 2014, [pdf] [poster] [BibTex]
- Anika Pflug, Pascal N. Paul and Christoph Busch, „A comparative Study on Texture and Surface Descriptors for Ear Biometrics“, In Proceedings of International Carnahan Conference in Security Technology (ICCST’14), 2014, [pdf] [BibTex]
- Anika Pflug, Christoph Busch, „Segmentation and Normalization of Human Ears using Cascaded Pose Regression“, In Proceedings of Nordic Conference on Secure IT Systems (NordSec’14), 2014, [pdf] [BibTex]
- Anika Pflug, Johannes Wagner, Christian Rathgeb and Christoph Busch, “Impact of Severe Signal Degradation on Ear Recognition Performance”, In Proceedings of Biometrics & Forensics & De-identification and Privacy Protection (BiForD’14), 2014, [pdf] [slides] [BibTex]
- Johannes Wagner, Anika Pflug, Christian Rathgeb, Christoph Busch, “Effects of Severe Signal Degradation on Ear Detection”, In Proceedings of the 2nd International Workshop on Biometrics and Forensics (IWBF’14), 2014, [pdf] [poster] [BibTex]
- R. Raghavendra, Kiran B. Raja, Anika Pflug, Bian Yang, Christoph Busch, „3D Face Reconstruction and Multimodal Person Identification from Video Captured Using a Smartphone Camera“, In Proceedings of 13th IEEE Conference on Technologies for Homeland Security (HST’13) , 2013, [pdf] [BibTex]
- Anika Pflug, Adrian Winterstein, Christoph Busch, „Robust Localization of Ears by Feature Level Fusion in Image Domain and Context Information“, In Proceedings of the 6th IAPR International Conference on Biometrics (ICB’13), 2013, DOI: 10.1109/ICB.2013.6612956, [pdf] [slides] [BibTex]
- Christoph Busch, Anika Pflug, Xuebing Zhou, Michael Dose, Michael Brauckmann, Jörg Helbig, Alexander Opel, Peter Neugebauer, Katja Leowski, Harald Sieber, Oliver Lotz, Multi-Biometrische Gesichtserkennung, 13. Deutscher IT-Sicherheitskongress, 14-16 May 2013, Bonn, Germany, Pages 361-373, [BibTex]
- Anika Pflug, Philip Michael Back, Christoph Busch, „Towards making HCS Ear detection robust against rotation“ In Proceedings of International Carnahan Conference in Security Technology (ICCST’12), 2012, DOI: 10.1109/CCST.2012.6393542, [pdf] [BibTex]
- Anika Pflug, Adrian Winterstein, Christoph Busch, „Ear Detection in 3D Profile Images Based on Surface Curvature“, In Proceedings of International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP’12), 2012, DOI: 10.1109/IIH-MSP.2012.8, [pdf] [poster] [BibTex]
- Daniel Hartung, Anika Pflug, Christoph Busch, Vein Pattern Recognition Using Chain Codes, Spacial Information and Skeleton Fusing, In Proceedings od GI-Sicherheit 2012, 2012, [pdf] [BibTex]
- Anika Pflug, Daniel Hartung, Christoph Busch, Feature Extraction from Vein Images using Spatial Information and Chain Codes, Information Security Technical Report, Volume 17, Issues 1–2, February 2012, Pages 26-35, DOI: 10.1016/j.istr.2012.02.003, [pdf] [BibTex]
- Anika Pflug, Christoph Busch, Ear Biometrics – A Survey of Detection, Feature Extraction and Recognition Methods, IET Biometrics, Volume 1, Number 2, Pages 114-129, June 2012, DOI: 10.1049/iet-bmt.2011.0003, [pdf] [BibTex]
- „2D and 3D Ear Recognition“, 3D Face Symposium, University of Twente, October 2013
- „GES-3D“, TeleTrust AG Biometrie, March 2013
- „Ear Detection from Profile Images using Surface Curvature“, Biometrics Summer School, Alghero, June 2012
- „Vein Pattern Recognition – Extraction andComparison of Vein Patterns for bioemtric Purposes“, TeleTrust AG Biometrie, March 2011
- „Venenerkennung – Mustererkennung in Venenbildern zu biometrischen Identifikation“, CAST Förderpreis 2011, November 2011