Nonconvex Regularization for Image Segmentation. - Rick Chartrand; Valentina Staneva (IPCV, 2007)

A Faster-converging Algorithm for Image Segmentation with a Modified Chan-Vese Model. - Rick Chartrand; Valentina Staneva (IPCV, 2008)

Modeling and Estimation of Shape Deformation for Topology-Preserving Object Tracking. - Valentina Staneva; Laurent Younes (SIAM J. Imaging Sci., 2014)

Learning Shape Trends: Parameter Estimation in Diffusions on Shape Manifolds. - Valentina Staneva; Laurent Younes (CVPR Workshops, 2017)

Benchmark Dataset for Automatic Damaged Building Detection from Post-Hurricane Remotely Sensed Imagery. - Sean Andrew Chen; Andrew Escay; Christopher Haberland; Tessa Schneider; Valentina Staneva; Youngjun Choe (CoRR, 2018)

Compact representation of temporal processes in echosounder time series via matrix decomposition. - Wu-Jung Lee; Valentina Staneva (CoRR, 2020)

Decoding Happiness from Neural and Video Recordings for Better Insight Into Emotional Processing in the Brain. - Emil Azadian; Gautham Velchuru; Nancy Wang; Steven M. Peterson; Valentina Staneva; Bingni W. Brunton (EMBC, 2021)

Benchmark Dataset for Automatic Damaged Building Detection from Post-Hurricane Remotely Sensed Imagery. - Youngjun Choe; Valentina Staneva; Tessa Schneider; Andrew Escay; Christopher Haberland; Sean Andrew Chen (IEEE DataPort, 2022)