| 2006 | CVPR | Distributed Cost Boosting and Bounds on Mis-classification Cost. | John P. Kaufhold, Justin Abbott, Robert Kaucic |
| 2006 | ICPR | Recognition and Segmentation of Scene Content using Region-Based Classification. | John P. Kaufhold, Roderic Collins, Anthony Hoogs, Pascale Rondot |
| 2005 | CVPR | A Unified Framework for Tracking through Occlusions and across Sensor Gaps. | Robert Kaucic, A. G. Amitha Perera, Glen Brooksby, John P. Kaufhold, Anthony Hoogs |
| 2004 | CVPR | Learning to Segment Images Using Region-Based Perceptual Features. | John P. Kaufhold, Anthony Hoogs |
| 2000 | ICIP | A Variational Energy Approach for Estimating Vascular Structure and Deformation from B-mode Ultrasound Imagery. | Raymond C. Chan, John P. Kaufhold, William Clement Karl, Robert S. Lees, David A. Castan |
| 1998 | ICIP | A Nonparametric Defocus-based Approach to Reconstructing Thin 3D Structures in Optical Sectioning Microscopy. | John P. Kaufhold, William Clement Karl |
| 1998 | ICIP | A Nested Recursive Approach to MAP Estimation based on Gauss-Markov Random Fields. | John P. Kaufhold, William Clement Karl, David A. Castan |
| 1997 | ICIP | A Recursive Estimation Approach to the Segmentation of MR Imagery. | John P. Kaufhold, Michael K. Schneider, William Clement Karl, Alan S. Willsky |