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7th SPML 2024: Qingdao, China
- Proceedings of the 2024 7th International Conference on Signal Processing and Machine Learning, SPML 2024, Qingdao, China, July 12-14, 2024. ACM 2024, ISBN 979-8-4007-1719-2

Session I - Machine Learning Models and Intelligent Computing
- Yan Wang

, Lei Pan
:
Deep K-means Clustering Based on Generative Adversarial Framework. 1-6 - YueYing Zhu

, Xu Zhang
, Qi Zhao
:
An Optimization Method TSDAE -based for Unsupervised Sentence Embedding Learning. 7-14 - YuXuan Han

, MingQi Wang
, Yang Liu
:
High similarity attention network with normalized shared convolutions. 15-21 - Xuedan Zhan, Wen Xiang

, Yang Liu
, Meng Li
:
Deep Reinforcement Learning for Carbon Emissions Detection Based on Pseudo-Count Exploration. 22-33 - Yan Zhu

, Quanquan Liang
, Kaile Cui
:
Fresnel Zone Theory Based Non-Line-of-Sight Respiration Behavior Detection Using USRP. 34-41 - Hualu Song

, Shuqi Mu
, Yiming Tuxunaili
, Shuai Wang
:
Peanut price prediction based on GWO-BiLSTM. 42-48 - Qingjuan Duan

, Guicheng Jiang
:
Research on Impedance Control Based on Improved RBF Neural Network. 49-53 - Jun Qiao Qj Qiao

, Jingyi Wang Wjy Wang
, Yuxuan Wang Wx Wang
, Yong Jiang Jy Jiang
, Shentie Li Lt Li
:
TelChatbot: Improving Telecommunications User Satisfaction through Enhanced Large Language Models. 54-57
Session II - Image Recognition and Detection Based on Deep Learning
- Wentan Jiao

, Yang Li
, Longtao Lv
:
Study on Sperm Morphology Analysis Using Deep Learning. 58-66 - Yuancheng Li

, Yalei Hou
, Yehui Xie
, Mingwei Sheng
, Mei Wang
, Tian Ma
:
Enhancing Non-Coal Object Recognition Using Deep Learning on Conveyor Belts. 67-74 - Yujie Gao

, Baoxi Yuan
, Qing Zhu
, Jiyuan Zhao
, Xiangyang Ma
, Jialu Chen
, Feng Wang
, Peng Chu
, Chunlan Wang
:
Deep Learning Based Jujube Quality Assessment: An Automated Surface Defect Detection Approach. 75-81 - Tian Ma

, Wenna Zhu
, Weilu Shi
, Jiahui Li
, Yuancheng Li
:
Deep learning-based method for recognizing violation behaviors of underground personnel. 82-87 - Xiaoyu Li

, Yiwei Wang
:
A low-light image enhancement network based on unsupervised learning in coal mine. 88-94 - Wenwen Xiao

, Bin Xue
:
Research on the detection method for fabric fuzzing and pilling. 95-99 - Wenjing Wu

, Bo Dan
, Zhongxun Wang
, Zijie Xing
:
MCNN-TEAN based unbalanced HRRP target identification method. 100-106 - Chenghao Yue

:
YOWO-Bamboo: An Enhanced Model for Giant Panda Action Recognition. 107-110
Session III - Computer Vision and Image Processing
- Ting Zhao

, Yude Wang
, Fei Song
, Teng Liu
:
Video question answering algorithm that integrates video-level and clip-level features by introducing Multi-head attention units. 111-119 - Yucheng Ji

, Hongyong Yuan
, Yongqiang Liu
, Yudong Fang
, Wei Chen
:
A multi-agents visual federated learning framework for underground coal mines. 120-125 - Wei Sun

, Jianli Wu
, Changdi Hu
:
Histogram equalization enhancement algorithm based on K-means segmentation. 126-130 - Shukai Tian

, Lining Zhao
, Yanshuo Gong
:
Ship Infrared and Visible Light Image Fusion Based on Illumination Perception Network and Spatial Feature Exchange. 131-139 - Qi Zhao

:
Couple-Domain Strategy for UAV Imagery Super-Resolution. 140-145 - Jikun Guo

, Canpeng Zheng
:
Research on image anomaly detection technique for pipeline leakage. 146-150 - Xiaodong Wang

, Bo Xiang
, Weifeng Shi
:
Hybrid Feature Based Global Variational Transformer for Diverse Image Captioning. 151-158 - Paul K. Mandal

, Cole Leo
, Connor Hurley
:
Horizontal Federated Computer Vision. 159-166 - Weiqiang Fan

, Shuai Wang
, Bin Liu
, Xiaoyu Li
:
An improved ARCF tracker for mine personnel using infrared video. 167-174 - Siyu Chen

, Bo Xiang
, Junrong Liu
:
Diverse Image Captioning via Sequential Variational Transformer and Muti-feature Fusion. 175-182 - Manli Wang

, Zeya Dou
, Chen Chen
:
Arbitrary-shape Scene Text Detection via Spatial Relationship Module and Subspace Attention Module. 183-189
Session IV - Medical Image Analysis and Processing
- Xueting Zhang

, Jianjun Hao
, Weijie Tang
, Dong Yan
, Xiaozhong Chen
:
End-to-end Trainable Dual Fisheye Image Compression. 190-194 - Huanjing Liu

, Camilo E. Valderrama
, Xingying Zhang
, Qian Liu
:
MPSleepNet: Matrix Profile-Guided Transformer for Multi-Channel Sleep Classification. 195-201 - Xiaofei Zhang

, Peirui Bai
, Mengjiao Zhang
, Meng Yuan
, Yande Ren
:
Analysis of Parkinson's Disease Multi-connectivity Brain Functional Networks Based on Graph Convolutional Neural Networks. 202-211 - Yumekatsu Shoji

, Sichen Tao
, Yuki Todo
, Zheng Tang
, Ruihan Zhao
:
A Novel Artificial Visual System with Fully Modeled Retinal Direction-selectivity Ganglion Cell Pathway for Motion Direction Detection in Grayscale Images. 212-215 - Mengjiao Zhang

, Peirui Bai
, Xiaofei Zhang
, Meng Yuan
, Yande Ren
:
Brain Function Analysis Of Insomnia Disorder Based On Hypergraph Combined With Deep Learning. 216-224 - Zhen Zhou

, Zuoyong Li
, Zhengyuan Wang
, Shenghua Teng
, Tao Wang
:
Dual-view Label and Feature Supervision Network for Semi-supervised Medical Image Segmentation. 225-230
Session V - Speech Recognition and Signal Analysis
- Sha Sun

, Ruihan Zhao
, Chenxi Wang
, Zheng Tang
, Sichen Tao
:
A Differential Search Integrated Music Harmony Search Algorithm for Solving Bound Constrained Optimization Problems. 231-235 - Kaile Cui

, Quanquan Liang
, Yan Zhu
:
USRP-based Audio Transmission and Activity Recognition. 236-241 - Lingyin Zhang

:
Reconstructing ECG from BCG for Non-Contact Cardiac Monitoring Using Bidirectional LSTM. 242-251 - Xiaoying Jiang

, Lingling Cui
, Lihang Chen
, Shanyou Song
:
Cross-Corpus Speech Emotion Recognition Based on Causal Feature Disentanglement. 252-257 - Likui Xu

, Yanyun Guan
, Yane Xu
:
NGram-Bayes, A Joint Model for Long Distance Context Dependency in Speech Recognition. 258-262 - Liquan Luo

, Ruoli Shao
, Hequan Sun
:
Suppressing Signal Anomalies Based on Maximal Overlap Discrete Wavelet Transform and Grubbs'Test. 263-268 - Abdallah Rezgui

, Mourad Talbi
:
Transformation Matrix for Non-Decimated Wavelet Transform and Wavelet/Total Variation (WATV) Denoising for ECG Denoising. 269-276
Session VI - Next Generation Communication Systems and Information Technology
- Xiangzhu Chen

, Zeqiang Ning
, Ronghai Chen
, Yan Liu
, Yuyang Xiong
, Wanzhi Ma
:
An Interference Cancellation Technology of Almost Blank Subframe based on Hierarchical Parameter Estimation. 277-281 - Jiayi Liu

, Xingying Huo
, Xuan Wang
:
Positioning service based on inertial sensor in edge intelligence environment. 282-288 - Melissa Chimwere

, Quanquan Liang
, Zhang Kun
:
Gesture Classification Based On Channel State Information. 289-295 - Diao Wang

, Zhifei Hu
:
An Improved Privacy Control Scheme for Contract Algorithm Based on Structure Entropy. 296-303 - Hangqi Li

, Wenzhong Li
, Boshen Zhang
, Shaoxi Li
, Hui Sun
:
Secrecy Energy Efficiency Optimization for UAV-assisted Maritime Cognitive Relay Networks With Energy Harvesting. 304-312 - Yi Liu

, Minghui Wang
, Changxin Li
:
Research on High-Accuracy Indoor Visual Positioning Technology Using an Optimized SE-ResNeXt Architecture. 313-320 - Shengyao Hu

, Jing Guan
:
Design of photovoltaic power generation forecasting system based on MPC. 321-327 - Yijia Yu, Wenhao Huang, Chen Zhang

:
A New Centralized License Management Framework based on Internet of Things (IoT-CLMF). 328-334 - Xiaojun Zhang

, Yongwang Xia
, Ziyang Kang
, Xiangbao Du
, Jian Gao
:
A Review of FPGA-based Graph Neural Network Accelerator Architectures. 335-343

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