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Publications, Derek Hoiem

Note: This list may not be comprehensive. It contains only those publications in the RI publications database. Entries are listed in reverse chronological order.

• Closing the Loop on Scene Interpretation
  D. Hoiem, A.A. Efros, and M. Hebert
  Proc. Computer Vision and Pattern Recognition (CVPR), June, 2008.
  Download: pdf [5469 KB] copyrighted

• Learning to Find Object Boundaries Using Motion Cues
  A. Stein, D. Hoiem, and M. Hebert
  IEEE International Conference on Computer Vision (ICCV), October, 2007. [Abstract]
  Download: pdf [661 KB] copyrighted

• Recovering Occlusion Boundaries from a Single Image
  D. Hoiem, A. Stein, A.A. Efros, and M. Hebert
  International Conference on Computer Vision (ICCV), October, 2007. [Abstract]
  Download: pdf [2337 KB] copyrighted

• Recovering Surface Layout from an Image
  D. Hoiem, A.A. Efros, and M. Hebert
  International Journal of Computer Vision, Vol. 75, No. 1, October, 2007. [Abstract]
  Download: pdf [1887 KB] copyrighted

• Photo Clip Art
  J. Lalonde, D. Hoiem, A.A. Efros, C. Rother, J. Winn, and A. Criminisi
  ACM Transactions on Graphics (SIGGRAPH 2007), Vol. 26, No. 3, August, 2007. [Abstract]
  Download: pdf [15963 KB] copyrighted

• Seeing the World Behind the Image: Spatial Layout for 3D Scene Understanding
  D. Hoiem
  doctoral dissertation, tech. report CMU-RI-TR-07-28, Robotics Institute, Carnegie Mellon University, August, 2007. [Abstract]
  Download: pdf [6015 KB] copyrighted

• 3D LayoutCRF for Multi-View Object Class Recognition and Segmentation
  D. Hoiem, C. Rother, and J. Winn
  IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June, 2007. [Abstract]
  Download: pdf [1132 KB] copyrighted

• Opportunistic use of vision to push back the path-planning horizon
  B. Nabbe, D. Hoiem, A.A. Efros, and M. Hebert
  Proceedings: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS '06), October, 2006, pp. 2388 - 2393. [Abstract]
  Download: pdf [709 KB] copyrighted

• Putting Objects in Perspective
  D. Hoiem, A.A. Efros, and M. Hebert
  Proc. IEEE Computer Vision and Pattern Recognition (CVPR), Vol. 2, June, 2006, pp. 2137 - 2144. [Abstract]
  Download: pdf [4346 KB] copyrighted

• Semantic Learning for Audio Applications: A Computer Vision Approach
  R. Sukthankar, Y. Ke, and D. Hoiem
  2006 Conference on Computer Vision and Pattern Recognition Workshop, June, 2006, pp. 112. [Abstract]
  Download: pdf [398 KB] copyrighted

• Geometric Context from a Single Image
  D. Hoiem, A.A. Efros, and M. Hebert
  International Conference of Computer Vision (ICCV), IEEE, Vol. 1, October, 2005, pp. 654 - 661. [Abstract]
  Download: pdf [8387 KB] copyrighted

• Automatic Photo Pop-up
  D. Hoiem, A.A. Efros, and M. Hebert
  ACM SIGGRAPH, August, 2005. [Abstract]
  Download: pdf [7581 KB] copyrighted

• Computer Vision for Music Identification
  Y. Ke, D. Hoiem, and R. Sukthankar
  Computer Vision and Pattern Recognition, June, 2005. [Abstract]

• Computer Vision for Music Identification
  Y. Ke, D. Hoiem, and R. Sukthankar
  IEEE Conference on Computer Vision and Pattern Recognition, Vol. 1, June, 2005, pp. 597 - 604. [Abstract]
  Download: pdf [311 KB] copyrighted

• SOLAR: Sound Object Localization and Retrieval in Complex Audio Environments
  D. Hoiem, Y. Ke, and R. Sukthankar
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 5, March, 2005, pp. 429 - 432. [Abstract]
  Download: pdf [266 KB] copyrighted

• SnapFind: brute force interactive image retrieval
  L. Huston, R. Sukthankar, D. Hoiem, and J. Zhang
  Third International Conference on Image and Graphics, December, 2004, pp. 154 - 159. [Abstract]
  Download: pdf [218 KB] copyrighted

• Object-Based Image Retrieval using the Statistical Structure of Images
  D. Hoiem, R. Sukthankar, H. Schneiderman, and L. Huston
  IEEE Conference on Computer Vision and Pattern Recognition, Vol. 2, June, 2004, pp. 490 - 497. [Abstract]
  Download: pdf [561 KB] copyrighted