| 2022 | ACCV | Rove-Tree-11: The Not-so-Wild Rover a Hierarchically Structured Image Dataset for Deep Metric Learning Research. | Roberta Hunt, Kim Steenstrup Pedersen |
| 2013 | ICCV | Shape Index Descriptors Applied to Texture-Based Galaxy Analysis. | Kim Steenstrup Pedersen, Kristoffer Stensbo-Smidt, Andrew Zirm, Christian Igel |
| 2013 | IDA | Learning Models of Activities Involving Interacting Objects. | Cristina E. Manfredotti, Kim Steenstrup Pedersen, Howard J. Hamilton, Sandra Zilles |
| 2012 | ECCV | Jet-Based Local Image Descriptors. | Anders Boesen Lindbo Larsen, Sune Darkner, Anders Lindbjerg Dahl, Kim Steenstrup Pedersen |
| 2011 | ICANN | An Empirical Study on the Performance of Spectral Manifold Learning Techniques. | Peter Mysling, Sren Hauberg, Kim Steenstrup Pedersen |
| 2010 | ACCV | Stick It! Articulated Tracking Using Spatial Rigid Object Priors. | Sren Hauberg, Kim Steenstrup Pedersen |
| 2010 | ECCV | Gaussian-Like Spatial Priors for Articulated Tracking. | Sren Hauberg, Stefan Sommer, Kim Steenstrup Pedersen |
| 2005 | MMSP | Detecting Interlaced or Progressive Source of Video. | Sune Hgild Keller, Kim Steenstrup Pedersen, Franois Lauze |
| 2004 | ICPR | Jet Based Feature Classification. | Martin Lillholm, Kim Steenstrup Pedersen |
| 2002 | ECCV | Toward a Full Probability Model of Edges in Natural Images. | Kim Steenstrup Pedersen, Ann B. Lee |