The Robotics Institute
Carnegie Mellon Robotics Institute
Carnegie Mellon Robotics Institute
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| Past Projects [Current Projects] | ||
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Automatic Segmentation of Proteomic Images Segmentation and quantification of protein differences between two proteomic images. |
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Bird Classification Segmentation and classification of birds from images. |
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Camera Assisted Meeting Event Observer (CAMEO) We are developing the Camera Assisted Meeting Event Observer (CAMEO) - a sensory system designed to provide an electronic agent with physical awareness of the real world. |
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Component Analysis for Data Analysis Component analysis (CA) is a set of techniques to decompose a signal (e.g. audio, video) into interesting components useful for classification, clustering, modeling or visualization. This project extends traditional CA techniques and unifies them, providing a cleaner theoretical framework for its analysis. |
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Face Model Building and Fitting Techniques for building and fitting 2D and 3D models of human faces and heads. |
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Learning Kernel Expansions for Image Classification Learning non-linear representations of a signal in order to improve classification performance. |
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Machine learning approaches to invert the Radiative Transfer Equation Supervised learning approaches to invert the non-linear Radiative Transfer Equation in remote sensing problems. |
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Reflective Agents with Distributed Adaptive Reasoning (RADAR) The focus of the RADAR project is to build a cognitive assistant that embodies machine learning technology that is able to function without requiring expert tuning or specially trained users. |
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