Yunhua Yin

Publications
Influence

Multi-view CSPMPR-ELM feature learning and classifying for RGB-D object recognition

Yunhua Yin, Huifang Li
Computer Science
Cluster Computing
11 January 2018

We introduce a multi-view CNN-SPMP-RNN-ELM model for RGB-D object recognition, which combines the power of MCSPMPR and fast training of ELM and achieves competitive performance compared with other state-of-the-art algorithms. Expand

Faster-YOLO: An accurate and faster object detection method

Yunhua Yin, Hui-Fang Li, Wei Fu
Computer Science
Digit. Signal Process.
4 May 2020

We propose a new method called Faster-YOLO, which is able to perform real-time object detection. Expand

Multi-model convolutional extreme learning machine with kernel for RGB-D object recognition

Yunhua Yin, Huifang Li, Xinling Wen
Computer Science, Engineering
Other Conferences
15 November 2017

We propose an effective multi-modal convolutional extreme learning machine with kernel (MMC-KELM) structure, which combines advantages both the power of CNN and fast training of ELM. Expand

RGB-D object recognition based on the joint deep random kernel convolution and ELM

Yunhua Yin, Huifang Li
Computer Science
J. Ambient Intell. Humaniz. Comput.
1 November 2020

We propose a Joint Deep Radom Kernel Convolution and ELM (JDRKC-ELM) method for object recognition, which integrating the power of CNN feature extraction and fast training of ELM-AE. Expand

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