Guide to 3D Vision Computation: Geometric Analysis and Implementation (Hardcover)
暫譯: 3D視覺計算指南:幾何分析與實作(精裝版)

Kenichi Kanatani, Yasuyuki Sugaya, Yasushi Kanazawa

商品描述

This classroom-tested and easy-to-understand textbook/reference describes the state of the art in 3D reconstruction from multiple images, taking into consideration all aspects of programming and implementation. Unlike other computer vision textbooks, this guide takes a unique approach in which the initial focus is on practical application and the procedures necessary to actually build a computer vision system. The theoretical background is then briefly explained afterwards, highlighting how one can quickly and simply obtain the desired result without knowing the derivation of the mathematical detail. Features: reviews the fundamental algorithms underlying computer vision; describes the latest techniques for 3D reconstruction from multiple images; summarizes the mathematical theory behind statistical error analysis for general geometric estimation problems; presents derivations at the end of each chapter, with solutions supplied at the end of the book; provides additional material at an associated website.

商品描述(中文翻譯)

這本經過課堂測試且易於理解的教科書/參考書描述了從多張影像進行 3D 重建的最新技術,考慮到編程和實現的各個方面。與其他計算機視覺教科書不同,本指南採取了一種獨特的方法,最初專注於實際應用及實際構建計算機視覺系統所需的程序。然後簡要解釋理論背景,強調如何在不需要了解數學細節推導的情況下,快速且簡單地獲得所需結果。特點包括:回顧計算機視覺的基本算法;描述從多張影像進行 3D 重建的最新技術;總結一般幾何估計問題的統計誤差分析背後的數學理論;在每章結尾提供推導,並在書末提供解答;在相關網站上提供額外資料。