Microsoft Research Blog

Artificial intelligence

  1. View-invariant Estimation of Height and Stride for Gait Recognition 

    May 31, 2002 | Chiraz BenAbdelkader, Ross Cutler, and Larry S. Davis

    We present a parametric method to automatically identify people in monocular low-resolution video by estimating the height and stride parameters of their walking gait. Stride parameters (stride length and cadence) are functions of body height, weight, and gender. Previous work has demonstrated effective use of…

  2. On the Motion and Appearance of Specularities in Image Sequences 

    May 28, 2002

    Real scenes are full of specularities (highlights and reflections), and yet most vision algorithms ignore them. In order to capture the appearance of realistic scenes, we need to model specularities as separate layers. In this paper, we study the behavior of specularities in static scenes…

  3. Motion-based recognition of people in EigenGait space 

    May 19, 2002 | Chiraz BenAbdelkader, Ross Cutler, and Larry S. Davis

    A motion-based, correspondence-free technique or human gait recognition in monocular video is presented. We contend that the planar dynamics of a walking person are encoded in a 2D plot consisting of the pairwise image similarities of the sequence of images of the person, and that…

  4. Automated Question Answering in Webclopedia – A Demonstration 

    March 23, 2002 | U. Hermjakob, E.H. Hovy, and Chin-Yew Lin

    In this demonstration we present work in our Webclopedia (Hovy et al. 2000, 2001) project on semantics-based answer pinpointing. Through a live interface, users can type in their questions in the query window or select a TREC10 question. The system will then parse the question…

  5. Motion-based recognition of people using image self-similarity 

    December 31, 2001 | C. Benadbelkader, Ross Cutler, and Larry S. Davis

    A motion-based, correspondence-free technique for human gait recognition in monocular video is presented. We contend that the planar dynamics of a walking person are encoded in a 2D plot consisting of the pairwise image similarities of the sequence of im- ages of the person, and…

  6. Practical calibrations for a real-time digital omnidirectional camera 

    December 1, 2001 | Harsh Nanda and Ross Cutler

    Newly available high quality inexpensive digital 1394 cameras enable cheap and easy construction of omnidirectional cameras. We address several important issues for creating real-time panoramas, including user-assisted focusing, devignetting, and computer controlled brightness, contrast, and white balance. We demonstrate remarkable improvements in panoramic image quality…

  7. The Use of External Knowledge of Factoid QA 

    November 13, 2001 | E.H. Hovy, U. Hermjakob, and Chin-Yew Lin

    This paper describes recent development in the Webclopedia QA system, focusing on the use of knowledge resources such as WordNet and a QA typology to improve the basic operations of candidate answer retrieval, ranking, and answer matching.

  8. Accurate Visual Metrology from Single and Multiple Uncalibrated Images 

    September 6, 2001 | 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.…