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Independent Class Projects

Independent Class Projects. Computer Vision Spring 2010. Perception, tracking, registration. Joshua Blackburn, Dan Kubacki, John Stratton Integrate depth camera with color camera Erik Kroeker Track gaze using stereo pair and third camera Pedro Crisostomo , Kevin Karsch, Max Katsev

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Independent Class Projects

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  1. Independent Class Projects Computer Vision Spring 2010

  2. Perception, tracking, registration • Joshua Blackburn, Dan Kubacki, John Stratton • Integrate depth camera with color camera • Erik Kroeker • Track gaze using stereo pair and third camera • Pedro Crisostomo, Kevin Karsch, Max Katsev • Single image albedo and shading decomposition (3) • Jin Tae Kwak • Register microscopic and spectroscopic images • Po-Sen Huang, Victor Lu • “Pixels that sound” implementation, review, evaluation (4)

  3. Learned image decomposition Diffuse, shading, albedo, specular decomposition Shadow removal Preliminary results Current result Original Ground truth

  4. Pixels that Sound • Canonical Correlation Analysis • Sparse , solve Vw=a by L1 minimization Frame 51 Detected correlated pixels Kidron, Schechner, Elad, Pixels that Sound

  5. Related to Object Recognition • Micah Hodosh and Sebastian Schiessl • Text recognition in natural images (6) • Charles Spuckler • Survey object recognition methods from VOC PASCAL and evaluate one

  6. Related to Multiview 3D Reconstruction • Huiguang Yang • General • Dean Glazeski, PahwaRamanpreet, Wee Hong Yeo • 3D reconstruction from two views + augmented reality • Huy Bui and Yiyi Huang • general • Victor Wu, Devin Bonnie, Aaron Silver • calibration of stereo cameras to get 3D view, working with Berkeley Tele-immersion system • Shengnan Wang • Stereo estimation from pairs of image

  7. Other Applications • Seungho Lee, Hyongju Park, Junho Yang • Detect edges in hallway and use edge detections to choose robot path (9) • Qieyun Dai, Ruiqi Guo, Zhida Xu, Xiao Bao • Image dehazing: implement and compare multiple methods to remove haze from images • Andre Luiz Nunes Targino da Costa • Jointly estimating shape and segmentation

  8. Seungho Lee, Hyongju Park, Junho Yang • Detect edges in hallway and use edge detections to choose robot path.

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