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彭健新 (Jianxin Peng)

South China University of Technology教授

H指数:17

被引数:1,150

个人简介

任职为教授、博士生导师。研究方向包括信号检测与处理、智能识别（机器学习）、建筑声学与环境声学、计算声学、超声物理等。至今已在国内外期刊、会议上发表研究论文100多篇，SCI、EI收录论文50多篇，获国家发明专利2项。已主持国家自然科学基金项目4项（在研2项）、广东省科技计划项目2项、广州市科技计划项目1项。

教育背景

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工作经历

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荣誉奖项

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A deep learning framework with large language model reasoning to evaluate acoustic comfort from facial expression recognition

基于大型语言模型推理的深度学习框架，用于通过面部表情识别评估声环境舒适度

Applied Acoustics

IF3.6

2026-06-010

PRE

Numerical assessment of passive pre-chamber designs applied on the methanol Wankel engine

甲醇转子发动机被动预燃室设计的数值评估

Applied Thermal Engineering

IF6.9

2026-04-230

PRE

A noisy label correction framework for apnea-hypopnea index estimation from sleep breathing sounds

Biocybernetics and Biomedical Engineering

IF6.6

2026-01-290

PRE

DualPhysMamba: Efficient end-to-end network based on noise modeling for remote photoplethysmography measurement

DualPhysMamba：一种基于噪声建模的高效端到端网络，用于远程光电容积脉搏波测量

Applied Soft Computing

IF6.6

2025-11-250

PRE

Stratified combustion optimization in ammonia/hydrogen rotary engines through asynchronous dual-direct-injection with thermal load management

通过异步双直喷与热负荷管理实现氨/氢旋转发动机的分层燃烧优化

IF9.4

2025-11-030

PRE

A convenient and self-adjustable laparoscopic intracorporeal pringle maneuver using He's belt

使用He's belt的一种便捷且可自调节的腹腔镜下体内Pringle手法

IF1.8

2025-10-030

OAAI

Weakly Labeled Environmental Sound Event Detection Based on Dynamic Multi-scale Convolution Attention

基于动态多尺度卷积注意力的弱标签环境声音事件检测

Circuits Systems and Signal Processing

IF2

2025-10-010

PRE

Deep learning approaches for image-based snoring sound analysis in the diagnosis of obstructive sleep apnea-hypopnea syndrome: A systematic review

基于图像的鼾声分析中用于诊断阻塞性睡眠呼吸暂停低通气综合征的深度学习方法：一项系统综述

WORLD JOURNAL OF RADIOLOGY

IF0

2025-09-280

PRE

Screening for obstructive sleep apnea hypopnea using sleep breathing sounds based on the PSG-audio dataset

基于PSG音频数据集的睡眠呼吸音筛查阻塞性睡眠呼吸暂停低通气

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2025-05-010

PRE

A Three-Stage Cellular Automata Model of Complex Large Roundabout Traffic Flow, with a Flow-Efficiency- and Safety-Enhancing Strategy

IF3.5

2024-11-300

OAAI

End-to-End Multimodal Emotion Recognition Based on Facial Expressions and Remote Photoplethysmography Signals

基于面部表情和远程光电容积脉搏波信号的端到端多模态情感识别

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-10-010

PRE

Enhanced Estimation of Traffic Noise Levels Using Minute-Level Traffic Flow Data through Convolutional Neural Network

通过卷积神经网络使用分钟级交通流数据增强对交通噪声水平的估计

IF3.3

2024-07-170

OA

Bird sound detection based on sub-band features and the perceptron model

APPLIED ACOUSTICS

IF3.6

2024-02-013

PRE

Bird sound classification based on ECOC-SVM

基于ECOC-SVM的鸟叫声分类

APPLIED ACOUSTICS

IF3.6

2023-03-0111

PRE

Automatically detecting apnea-hypopnea snoring signal based on VGG19+LSTM

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2023-02-0119

PRE

Automatic classification of snoring sounds from excitation locations based on prototypical network

APPLIED ACOUSTICS

IF3.6

2022-06-016

PRE

Effective feature selection based on Fisher Ratio for snoring recognition using different validation methods (vol 185, 108429, 2022)

APPLIED ACOUSTICS

IF3.6

2022-01-010

PRE

Effective feature selection based on Fisher Ratio for snoring recognition using different validation methods

APPLIED ACOUSTICS

IF3.6

2022-01-0112

PRE

The effect of low frequency reverberation on Chinese speech intelligibility in two classrooms

APPLIED ACOUSTICS

IF3.6

2021-11-019

PREAI

Investigation on Chinese speech reception threshold of the elderly in noise and reverberation

噪声和混响中老年人汉语语音接收阈值的研究

APPLIED ACOUSTICS

IF3.6

2021-09-013

PREAI