Publications

[1]
Bae, E. and Merkurjev, E., "Convex Variational Methods for Multiclass Data Segmentation on Graphs", submitted.
 
[2]
Merkurjev, E., Bertozzi, A.L., Chung, F., "A Semi-Supervised Heat Kernel Pagerank MBO Algorithm for Data Classification", submitted.
 
[3]
Meng, G., Merkurjev, E., Koniges, A., Bertozzi, A.L., "Hyperspectral Video Analysis Using Graph Clustering Methods", in preparation.
 
[4]
Merkurjev, E., Bertozzi, A.L., Lerman, K., Xiaoran, Y., "Modified Cheeger and Ratio Cut Methods Using the Ginzburg-Landau Functional for Classification of High-Dimensional Data", accepted in Inverse Problems.
 
[5]
Merkurjev, E., Bae, E., Bertozzi, A.L., and Tai, X.-C., "Global Binary Data Optimization on Graphs for Data Segmentation", Journal of Mathematical Imaging and Vision, 52(3), pp. 414-435, 2015.
 
[6]
Merkurjev, E., Sunu, J. and Bertozzi, A.L., "Graph MBO Method for Multiclass Segmentation of Hyperspectral Stand-off Detection Video", Proceedings of IEEE International Conference on Image Processing, Paris, France, October 27-30, 2014.
 
[7]
Merkurjev, E., Garcia-Cardona, C., Bertozzi, A.L., Flenner, A. and Percus, A., "Research Announcement: Diffuse Interface Methods for Multiclass Segmentation of High Dimensional Data", Applied Mathematics Letters, 33, pp. 29-34, 2014.
 
[8]
Garcia-Cardona, C., Merkurjev, E., Bertozzi, A.L., Percus, A., Flenner, A., "Multiclass Segmentation Using the Ginzburg-Landau Functional and the MBO Scheme", IEEE Trans. Pattern Anal. Mach. Intell., 36(8), pp. 1600-1614, 2014.
 
[9]
Gerhart, T., Sunu, J., Lieu, L., Merkurjev, E., Chang, J.-M., Gilles, J., Bertozzi, A.L., "Detection and Tracking of Gas Plumes in LWIR Hyperspectral Video Sequence Data , SPIE Conference on Defense Security and Sensing, Baltimore", April 29-May 3, 2013.
 
[10]
Merkurjev, E., Kostic, T. and Bertozzi, A.L., "MBO Scheme on Graphs for Segmentation and Image Processing", SIAM Journal on Imaging Sciences, 6(4), pp. 1903-1930, 2013.
 
[11]
Peterson, G.E., Campbell, E.T., Balbas, J., Ivy, S., Merkurjev, E., Rodriguez, P., "Relative Performance of Lambert Solvers 1: 0-Revolution Methods", Adv Astronaut Sci, 136(1), pp. 1495-1510, presented at 20th AAS/AIAA Space Flight Mechanics Meeting, San Diego, CA, February 14-17, 2010.