Latest revision as of 14:22, 20 June 2016

Object Identification

Shape-Based Feature Point Extraction
- Contour Fragment-based SPCF (Sampled Points from Contour Fragments) features

Descriptor Computation in Bisected Local Regions
- Rotation-invariant shape contexts with geometric blur
- Color histogram in the opponent color space

Affine Category Shape Model
- Contour fragment-based SPCF (Sampled Points from Contour Fragments) features
- Rotation-invariant shape contexts with geometric blur

Ju Han Yoo and Dong Hwan Kim, "A New Robotic Context-Based Object Recognition Algorithm for Humanoid Robots," in Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2015), pp. 47-52, Seoul, Korea, Nov. 2015.

Yuli Chen, Yide Ma, Dong Hwan Kim, and Sung-Kee Park, "Region-Based Object Recognition by Color Segmentation Using a Simplified PCNN," IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 8, pp. 1682-1697, Aug. 2015.

RajeshKanna Ala, Dong Hwan Kim, Sung Yul Shin, Chang Hwan Kim, and Sung-Kee Park, "A 3D-Grasp Synthesis Algorithm to Grasp Unknown Objects Based on Graspable Boundary and Convex Segments," Information Sciences, vol. 295, pp. 91-106, Feb. 2015.

Ju Han Yoo, Dong Hwan Kim, and Sung-Kee Park, "Categorical Object Recognition Method Robust to Scale Changes Using Depth Data from an RGB-D Sensor," in Proceedings of the 33rd IEEE International Conference on Consumer Electronics (ICCE 2015), pp. 98-99, Las Vegas, NV, USA, Jan. 2015.

Dong Hwan Kim and Sung-Kee Park, "Texture-less Object Recognition Using Contour Fragment-Based Features with Bisected Local Regions," in Proceedings of the 32nd IEEE International Conference on Consumer Electronics (ICCE 2014), pp. 388-389, Las Vegas, NV, USA, Jan. 2014.

Yuli Chen, Yide Ma, Dong Hwan Kim, and Sung-Kee Park, "Object Recognition Based on a Simplified PCNN," in Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2012), vol. 2, pp. 223-229, Rome, Italy, July 2012.

Soohwan Kim, Howon Cheong, Dong Hwan Kim, and Sung-Kee Park, "Context-Based Object Recognition for Door Detection," in Proceedings of the 15th International Conference on Advanced Robotics (ICAR 2011), pp. 155-160, Tallinn, Estonia, June 2011.

Dong Hwan Kim and Sung-Kee Park, "Object Class Detection Using Shape-Based Feature Descriptors," in Proceedings of the 7th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI 2010), pp. 195-197, Busan, Korea, Nov. 2010.

Soohwan Kim, Dong Hwan Kim, and Sung-Kee Park, "Object Modeling for Environment Perception through Human-Robot Interaction," in Proceedings of the 10th International Conference on Control, Automation and Systems (ICCAS 2010), pp. 2328-2333, Goyang, Korea, Oct. 2010.

Soohwan Kim, Dong Hwan Kim, and Sung-Kee Park, "On-line Object Segmentation through Human-Robot Interaction," in Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2010), pp. 1734-1739, Taipei, Taiwan, Oct. 2010.

@@ Line 46: / Line 46: @@
 * '''Dong Hwan Kim''' and Sung-Kee Park, [http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6776053 "Texture-less Object Recognition Using Contour Fragment-Based Features with Bisected Local Regions,"] in ''Proceedings of the 32nd IEEE International Conference on Consumer Electronics (ICCE 2014)'', pp. 388-389, Las Vegas, NV, USA, Jan. 2014.
-* Soonyong Park, '''Dong Hwan Kim''', Mignon Park, and Sung-Kee Park, [http://digital-library.theiet.org/content/journals/10.1049/el.2009.1355 "Spectral Scan Matching for Robot Pose Estimation,"] ''Electronics Letters'', vol. 45, no. 21, pp. 1076-1077, Oct. 2009.
 * Yuli Chen, Yide Ma, '''Dong Hwan Kim''', and Sung-Kee Park, [http://www.scitepress.org/DigitalLibrary/PublicationsDetail.aspx?ID=eH7czQHjy5E=&t=1 "Object Recognition Based on a Simplified PCNN,"] in ''Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2012)'', vol. 2, pp. 223-229, Rome, Italy, July 2012.