NIST: An Image Classification Network to Image Semantic Retrieval

• Published in: arXiv.org
• Main Authors: Le, Dong, Chen, Xiuyuan, Mao, Mengdie, Zhang, Qianni
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 02.07.2016
• Subjects: Algorithms; Artificial neural networks; Image classification; Image management; Image retrieval; Semantics; Similarity

This paper proposes a classification network to image semantic retrieval (NIST) framework to counter the image retrieval challenge. Our approach leverages the successful classification network GoogleNet based on Convolutional Neural Networks to obtain the semantic feature matrix which contains the s...