Recognition of Hand Drawn Chemical Diagrams

Chemists often use hand-drawn structural diagrams to capture and communicate ideas about organic compounds. However, the software available today for specifying these structures to a computer relies on a traditional mouse and keyboard interface, and as a result lacks the ease of use, naturalness, and speed of drawing on paper. In response, we have developed a novel sketch-based system capable of interpreting handdrawn organic chemistry diagrams, allowing users to draw molecules with a pen-based input device in much the same way that they would on paper. The system’s ability to interpret a sketch is based on knowledge about both chemistry and chemical drawing conventions. The system employs a trainable symbol recognizer incorporating both feature-based and image-based methods to locate and identify symbols in the sketch. Analysis of the spatial context around each symbol allows the system to choose among competing interpretations and determine an initial structure for the molecule. F...

• Type: Conference
• Year: 2007
• Where: AAAI
• Authors: Tom Y. Ouyang, Randall Davis
• Keywords: AAAI 2007, Hand-drawn Structural Diagrams, Handdrawn Organic Chemistry, Intelligent Agents, Trainable Symbol Recognizer