Search Results for author: Xiaoguang Ma

Found 5 papers, 1 papers with code

Low-Cost and Real-Time Industrial Human Action Recognitions Based on Large-Scale Foundation Models

no code implementations13 Mar 2024 Wensheng Liang, Ruiyan Zhuang, Xianwei Shi, Shuai Li, Zhicheng Wang, Xiaoguang Ma

Industrial managements, including quality control, cost and safety optimization, etc., heavily rely on high quality industrial human action recognitions (IHARs) which were hard to be implemented in large-scale industrial scenes due to their high costs and poor real-time performance.

Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification

no code implementations11 Mar 2024 Shuai Li, Xiaoguang Ma, Shancheng Jiang, Lu Meng

Remarkable successes were made in Medical Image Classification (MIC) recently, mainly due to wide applications of convolutional neural networks (CNNs).

Image Classification Medical Image Classification

Transcending Adversarial Perturbations: Manifold-Aided Adversarial Examples with Legitimate Semantics

1 code implementation5 Feb 2024 Shuai Li, Xiaoyu Jiang, Xiaoguang Ma

Deep neural networks were significantly vulnerable to adversarial examples manipulated by malicious tiny perturbations.

DynPL-SVO: A Robust Stereo Visual Odometry for Dynamic Scenes

no code implementations17 May 2022 Baosheng Zhang, Xiaoguang Ma, Hongjun Ma, Chunbo Luo

Most feature-based stereo visual odometry (SVO) approaches estimate the motion of mobile robots by matching and tracking point features along a sequence of stereo images.

Motion Estimation Visual Odometry

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