Search Results for author: Ruochun Jin

Found 3 papers, 1 papers with code

GANet: Goal Area Network for Motion Forecasting

1 code implementation20 Sep 2022 Mingkun Wang, Xinge Zhu, Changqian Yu, Wei Li, Yuexin Ma, Ruochun Jin, Xiaoguang Ren, Dongchun Ren, Mingxu Wang, Wenjing Yang

In view of this, we propose a new goal area-based framework, named Goal Area Network (GANet), for motion forecasting, which models goal areas rather than exact goal coordinates as preconditions for trajectory prediction, performing more robustly and accurately.

Motion Forecasting Trajectory Prediction

Visual Confusion Label Tree For Image Classification

no code implementations5 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

Visual Tree Convolutional Neural Network in Image Classification

no code implementations4 Jun 2019 Yuntao Liu, Yong Dou, Ruochun Jin, Peng Qiao

In image classification, Convolutional Neural Network(CNN) models have achieved high performance with the rapid development in deep learning.

Classification General Classification +1

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