Carnegie Mellon Robotics Institute
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| Research Interests |
The word "multimedia" is more than the simple combination of text, audio, images, graphics and video. The interaction among these media, and their interaction with humans, networks, and storage media, are what really make multimedia research exciting. Our research group, the Advanced Multimedia Processing (AMP) Lab, has wide interests in various techniques for multimedia applications. Our current research topics include: Computer Vision and Pattern Recognition: object detection and tracking, 3D reconstruction, video surveillance, 3D object retrieval and streaming, combined vision and inertia sensing Computer Graphics: multiview imaging, image-based rendering, illumination normalization and relighting Multimedia Coding and Streaming: video over wireless, rate shaping/control, traffic/channel modeling, encoder optimization, and error concealment Multimodal Biometrics: face tracking, face recognition, voice identification, and lip-reading System Implementation: hardware-software implementation of speech recognition systems and multimedia codecs Bioinformatics: Analysis and matching of 3D protein structures |
| Research Interest Keywords |
| acoustics, animation, computer graphics, computer vision, data visualization, gesture recognition, graphics, human-computer interaction, image compression, image processing, object recognition, pattern recognition, sensor fusion, video systems, visual tracking |
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