Performance Characterization in Computer Vision A Tutorial

نویسندگان

  • Adrian F. Clark
  • Christine Clark
چکیده

This document provides a tutorial on performance characterization in computer vision. It explains why learning to characterize the performances of vision techniques is crucial to the discipline’s development. It describes the usual procedure for evaluating vision algorithms and its statistical basis. The use of a software tool, a so-called test harness, for performing such evaluations is described. The approach is illustrated on an example technique.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Characterizing Cell Types through Differentially Expressed Gene Clusters Using a Model-Based Approach

09.00 am Tutorial Intelligent Image Interpreation and Computer Vision in Mediceine, Biotechnology, Chemistry & Food Industry 10.30 am Coffee Break 11.00 am Tutorial Intelligent Image Interpreation and Computer Vision in Mediceine, Biotechnology, Chemistry & Food Industry 00.30 pm Lunch 01.30 pm Tutorial Intelligent Image Interpreation and Computer Vision in Mediceine, Biotechnology, Chemistry &...

متن کامل

Quantitative System Evaluation with Java Modeling Tools (Tutorial Paper)

Java Modelling Tools (JMT) is a suite of open source applications for performance evaluation and workload characterization of computer and communication systems based on queueing networks. JMT includes tools for workload characterization (JWAT), solution of queueing networks with analytical algorithms (JMVA), simulation of general-purpose queueing models (JSIM), bottleneck identification (JABA)...

متن کامل

Elicitation, Recast, and Meta-Linguistic Feedback in Form-Focused Exchanges: Effects of Feedback Modality on Multimedia Grammar Instruction

This research explores the effects of three computer-mediated feedback modalities, that is, elicitation, recast, and meta-linguistics, on the learning of English participial, gerund, and infinitival phrases among Iranian intermediate-level EFL learners. The overriding focus of the present study was to investigate whether different types of feedback given through form-focused computer-human exch...

متن کامل

Robot Motion Vision Part II: Implementation

The idea of Fixation introduced a direct method for general recovery of shape and motion from images without using either feature correspondence or optical flow [1,2]. There are some parameters which have important effects on the performance of fixation method. However, the theory of fixation does not say anything about the autonomous and correct choice of those parameters. This paper presents ...

متن کامل

Structured Learning and Prediction in Computer Vision

Powerful statistical models that can be learned efficiently from large amounts of data are currently revolutionizing computer vision. These models possess a rich internal structure reflecting task-specific relations and constraints. This tutorial introduces the reader to the most popular classes of structured models in computer vision. Our focus is discrete undirected graphical models which we ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006