By Rafael Grompone von Gioi
The trustworthy detection of low-level snapshot buildings is an previous and nonetheless demanding challenge in machine imaginative and prescient. This book leads a close journey in the course of the LSD set of rules, a line phase detector designed to be absolutely automated. in response to the a contrario framework, the set of rules works successfully with no the necessity of any parameter tuning. The layout standards are completely defined and the algorithm's sturdy and undesirable effects are illustrated on genuine and artificial photographs. the problems concerned, in addition to the thoughts used, are universal to many geometrical constitution detection difficulties and a few attainable extensions are mentioned.
Read Online or Download A Contrario Line Segment Detection (SpringerBriefs in Computer Science) PDF
Similar Computer Vision Pattern Recognition books
This thoroughly revised moment version provides an creation to statistical trend reputation. trend reputation typically covers a variety of difficulties: it truly is utilized to engineering difficulties, resembling personality readers and wave shape research in addition to to mind modeling in biology and psychology.
This hands-on consultant supplies an outline of computing device imaginative and prescient and permits engineers to appreciate the consequences and demanding situations at the back of cellular platform layout offerings. utilizing face-related algorithms as examples, the writer surveys and illustrates how layout offerings and algorithms will be geared in the direction of constructing power-saving and effective purposes on source limited cellular systems.
For classes in picture Processing and machine imaginative and prescient. thoroughly self-contained—and seriously illustrated—this creation to simple strategies and methodologies for electronic picture processing is written at a degree that actually is appropriate for seniors and first-year graduate scholars in virtually any technical self-discipline.
This finished reference presents quick access to suitable info on all elements of machine imaginative and prescient. An A-Z structure of over 240 entries deals a various variety of issues for these looking access into any point in the vast box of computing device imaginative and prescient. Over two hundred Authors from either and academia contributed to this quantity.
Extra resources for A Contrario Line Segment Detection (SpringerBriefs in Computer Science)