Fixed-size Objects Encoding for Visual Relationship Detection

no code implementations • 29 May 2020 • Hengyue Pan, Xin Niu, Rongchun Li, Siqi Shen, Yong Dou

Instead, we propose a novel method to encode all background objects in each image by using one fixed-size vector (i. e., FBE vector).

General Classification Object +3

Visual Confusion Label Tree For Image Classification

no code implementations • 5 Jun 2019 • Yuntao Liu, Yong Dou, Ruochun Jin, Rongchun Li

In order to optimize models and meet the requirement mentioned above, we propose a method that replaces the fully-connected layers of convolution neural network models with a tree classifier.

Classification General Classification +1