A computerized plant species recognition system
In this paper, a computerized plant species recognition system (CPSRS) is presented. CPSRS is a Web-based application, which provides a familiar and efficient way to search and identify plant species in the field. It is built on the Java Web infrastructure to support platform-independent application. The Java applets and servlets are adopted to balance the computing burden in both client and server. The architecture of CPSRS is introduced to show how it is designed and works. Two types of plant species retrieval methods, text-based information retrieval and content-based leaf retrieval are discussed. With the text-based information retrieval method, the exact information of plant species is retrieved from the database according to the input searching criteria. For the content-based leaf retrieval, experimental results show that a recall rate of about 71.4% can be achieved when top five returned images are considered.