Search Results for author: Jinfu Yang

Found 5 papers, 3 papers with code

Mitigate Target-level Insensitivity of Infrared Small Target Detection via Posterior Distribution Modeling

1 code implementation13 Mar 2024 Haoqing Li, Jinfu Yang, Yifei Xu, Runshi Wang

Infrared Small Target Detection (IRSTD) aims to segment small targets from infrared clutter background.

Noise Estimation

Click on Mask: A Labor-efficient Annotation Framework with Level Set for Infrared Small Target Detection

1 code implementation19 Oct 2023 Haoqing Li, Jinfu Yang, Yifei Xu, Runshi Wang

Due to the small size of infrared targets, manual annotation consumes more resources and restricts the development of this field.

ILNet: Low-level Matters for Salient Infrared Small Target Detection

1 code implementation24 Sep 2023 Haoqing Li, Jinfu Yang, Runshi Wang, Yifei Xu

Due to the dearth of high-level semantic information, small infrared target features are weakened in the deep layers of the CNN, which underachieves the CNN's representation ability.

Ensemble Learning

Natural Scene Recognition Based on Superpixels and Deep Boltzmann Machines

no code implementations24 Jun 2015 Jinfu Yang, Jingyu Gao, Guanghui Wang, Shanshan Zhang

However, the DBM is limited in scene recognition due to the fact that natural scene images are usually very large.

Clustering Handwritten Digit Recognition +3

A Novel Feature Extraction Method for Scene Recognition Based on Centered Convolutional Restricted Boltzmann Machines

no code implementations24 Jun 2015 Jingyu Gao, Jinfu Yang, Guanghui Wang, Mingai Li

In this paper, a novel feature extraction method, named Centered Convolutional Restricted Boltzmann Machines (CCRBM), is proposed for scene recognition.

Object Recognition Scene Recognition

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