Microsoft Research Blog

Artificial intelligence

  1. EigenGait: Motion-Based Recognition of People Using Image Self-Similarity 

    June 5, 2001 | Chiraz BenAbdelkader, Ross Cutler, Harsh Nanda, and Larry S. Davis

    We present a novel technique for motion-based recognition of individual gaits in monocular sequences. Recent work has suggested that the image self-similarity plot of a moving person/object is a projection of its planar dynamics. Hence we expect that these plots encode much information about gait…

  2. Accurate Visual Metrology from Single and Multiple Uncalibrated Images 

    December 6, 2000 | Antonio Criminisi

    Introduction: Accurate Measurements from Images. Why use Vision? Why is Visual Metrology Hard? Applications and Examples. Summary.- Related Work: Introduction. Using Images for Measuring and Reconstruction.- Background Geometry and Notation: Introduction. Notation. Camera Models and Perspective Mappings. Radial Distortion Correction. Vanishing Points and Vanishing Lines.…

  3. Question Answering in Webclopedia 

    November 13, 2000

    In this paper we describe the Webclopedia, a system that uses a classification of QA types to facilitate coverage, uses a robust syntactic-semantic parser to perform the analysis, and contains a matcher that combines word- and parse-tree-level information to identify answer passages. Section 2 outlines…

  4. Single View Metrology 

    November 1, 2000 | Antonio Criminisi, I. Reid, and A. Zisserman

    We describe how 3D affine measurements may be computed from a single perspective view of a scene given only minimal geometric information determined from the image. This minimal information is typically the vanishing line of a reference plane, and a vanishing point for a direction…

  5. The Automated Acquisition of Topic Signatures for Text Summarization 

    July 31, 2000 | Chin-Yew Lin and Eduard Hovy

    In order to produce a good summary, one has to identify the most relevant portions of a given text. We describe in this paper a method for automatically training topic signatures{sets of related words, with associated weights, organized around head topics{and illustrate with signatures we…

  6. Creating Architectural Models from Images 

    September 1, 1999 | David Liebowitz, Antonio Criminisi, and A. Zisserman

    We present methods for creating 3D graphical models of scenes from a limited numbers of images, i.e. one or two, in situations where no scene co-ordinate measurements are available. The methods employ constraints available from geometric relationships that are common in architectural scenes - such…

  7. Single view metrology 

    September 1, 1999 | Antonio Criminisi, I. Reid, and A. Zisserman

    We describe how 3D affine measurements may be computed from a single perspective view of a scene given only minimal geometric information determined from the image. This minimal information is typically the vanishing line of a reference plane and a vanishing point for a direction…

  8. Automated Text Summarization (SIGIR’99 Tutorial) 

    August 15, 1999 | Eduard Hovy, Chin-Yew Lin, and Daniel Marcu

    In this tutorial, we review the state of the art in automatic text summarization, and discuss and critically evaluate current approaches to the problem. The tutorial is structured as follows: The need for text summarization. What is a summary, exactly? What types are there? We…