Publications
2003. Improving Accessibility and Usability of Geo-referenced Statistical Data. Technical Reports from UMIACS.
2005. "I hear the pattern": interactive sonification of geographical data patterns. CHI '05 extended abstracts on Human factors in computing systems. :1905-1908.
2005. Beyond one still image: Face recognition from multiple still images or a video sequence. Face ProcessingFace Processing. :547-575.
2003. Performance of detection statistics under collusion attacks on independent multimedia fingerprints. Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on. 1:I-205-8vol.1-I-205-8vol.1.
2003. Image-based highly interactive Web mapping for geo-referenced data publishing. Technical Reports from UMIACS.
2004. Iterative figure-ground discrimination. Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on. 1:67-70Vol.1-67-70Vol.1.
2003. In vivo filtering of in vitro expression data reveals MyoD targets. Comptes Rendus Biologies. 326(10–11):1049-1065.
2005. iSonic: interactive sonification for non-visual data exploration. Proceedings of the 7th international ACM SIGACCESS conference on Computers and accessibility. :194-195.
2006. Entity and relationship labeling in affiliation networks. ICML Workshop on Statistical Network Analysis.
2005. Segmentation and appearance model building from an image sequence. Image Processing, 2005. ICIP 2005. IEEE International Conference on. 1:I-321-4-I-321-4.
2005. Closely coupled object detection and segmentation. Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on. 1:454-461.
2005. Listening to Maps: User Evaluation of Interactive Sonifications of Geo-Referenced Data. Institute for Systems Research Technical Reports.
2002. Nonlinear collusion attacks on independent multimedia fingerprints. submitted to IEEE Trans. on Image Proc.
2004. Sonification of geo-referenced data for auditory information seeking: Design principle and pilot study. Proceedings of ICAD.
2008. Data Sonification for Users with Visual Impairment: A Case Study with Georeferenced Data. ACM Trans. Comput.-Hum. Interact.. 15(1):4:1–4:28-4:1–4:28.
2005. Improving Accessibility and Usability of Geo-referenced Statistical Data (2003). Institute for Systems Research Technical Reports.
2005. Forensic analysis of nonlinear collusion attacks for multimedia fingerprinting. Image Processing, IEEE Transactions on. 14(5):646-661.
2005. InterSon: Interactive Sonification for Geo-referenced Data Exploration for the Vision Impaired. Tech Report HCIL-2005-13.
2003. Nonlinear collusion attacks on independent fingerprints for multimedia. Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on. 5:V-664-7vol.5-V-664-7vol.5.
2006. Event classification and relationship labeling in affiliation networks. Proceedings of the Workshop on Statistical Network Analysis (SNA) at the 23rd International Conference on Machine Learning (ICML).
2002. Image-based face recognition: Issues and methods. Image recognition and classification: algorithms, systems, and applicationsImage recognition and classification: algorithms, systems, and applications. :375-402.
2008. Preserving the privacy of sensitive relationships in graph data. Proceedings of the 1st ACM SIGKDD international conference on Privacy, security, and trust in KDD. :153-171.
2012. Privacy in Social Networks. Synthesis Lectures on Data Mining and Knowledge Discovery. 3(1):1-85.