Deriving design feature vectors for patent images using convolutional neural networks

Keyphrases

• Patent Images 100%
• Design Stimuli 66%
• Design Images 66%
• Label Prediction 33%
• Automatic Vectorization 33%
• Training Tasks 33%
• Design Documents 33%
• Retrieval-based 33%
• Patent Documents 33%
• International Patent Classification 33%
• Visual Characteristics 33%
• Design-by-analogy 33%
• Visual Materials 33%
• Design Ideation 33%
• Type Prediction 33%
• Design Opportunities 33%
• Benefit Design 33%
• Visual Technology 33%
• Field Design 33%
• Vector Distance 33%
• Novel Convolutional Neural Network 33%
• Convolutional Neural Network Architecture 33%
• Near-far 33%
• Psychology of Design 33%

Computer Science

• Feature Vector 100%
• Convolutional Neural Network 100%
• Visual Informations 33%
• Image Retrieval 33%
• Neural Network Architecture 33%
• Related Knowledge 33%
• Design Information 33%
• Visual Material 33%
• Visual Characteristic 33%
• Patent Document 33%
• Distance Vector 33%
• Vectorization 33%
• Automatic Vectorization 33%
• Case Study 33%
• Visual Stimuli 33%
• Information Retrieval 33%

INIS

• design 100%
• vectors 100%
• images 100%
• neural networks 100%
• patents 100%
• stimuli 33%
• information 16%
• prediction 16%
• architecture 8%
• space 8%
• size 8%
• classification 8%
• engineering 8%
• accuracy 8%
• distance 8%
• psychology 8%
• geometry 8%