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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
An Optimization Method TSDAE -based for Unsupervised Sentence Embedding Learning. 7-14 - YuXuan Han
High similarity attention network with normalized shared convolutions. 15-21 - Xuedan Zhan, Wen Xiang
Deep Reinforcement Learning for Carbon Emissions Detection Based on Pseudo-Count Exploration. 22-33 - Yan Zhu
Fresnel Zone Theory Based Non-Line-of-Sight Respiration Behavior Detection Using USRP. 34-41 - Hualu Song
Peanut price prediction based on GWO-BiLSTM. 42-48 - Qingjuan Duan
Research on Impedance Control Based on Improved RBF Neural Network. 49-53 - Jun Qiao Qj Qiao
TelChatbot: Improving Telecommunications User Satisfaction through Enhanced Large Language Models. 54-57
Session II - Image Recognition and Detection Based on Deep Learning
- Wentan Jiao
Study on Sperm Morphology Analysis Using Deep Learning. 58-66 - Yuancheng Li
Enhancing Non-Coal Object Recognition Using Deep Learning on Conveyor Belts. 67-74 - Yujie Gao
Deep Learning Based Jujube Quality Assessment: An Automated Surface Defect Detection Approach. 75-81 - Tian Ma
Deep learning-based method for recognizing violation behaviors of underground personnel. 82-87 - Xiaoyu Li
A low-light image enhancement network based on unsupervised learning in coal mine. 88-94 - Wenwen Xiao
Research on the detection method for fabric fuzzing and pilling. 95-99 - Wenjing Wu
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
Video question answering algorithm that integrates video-level and clip-level features by introducing Multi-head attention units. 111-119 - Yucheng Ji
A multi-agents visual federated learning framework for underground coal mines. 120-125 - Wei Sun
Histogram equalization enhancement algorithm based on K-means segmentation. 126-130 - Shukai Tian
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
Research on image anomaly detection technique for pipeline leakage. 146-150 - Xiaodong Wang
Hybrid Feature Based Global Variational Transformer for Diverse Image Captioning. 151-158 - Paul K. Mandal
Horizontal Federated Computer Vision. 159-166 - Weiqiang Fan
An improved ARCF tracker for mine personnel using infrared video. 167-174 - Siyu Chen
Diverse Image Captioning via Sequential Variational Transformer and Muti-feature Fusion. 175-182 - Manli Wang
Arbitrary-shape Scene Text Detection via Spatial Relationship Module and Subspace Attention Module. 183-189
Session IV - Medical Image Analysis and Processing
- Xueting Zhang
End-to-end Trainable Dual Fisheye Image Compression. 190-194 - Huanjing Liu
MPSleepNet: Matrix Profile-Guided Transformer for Multi-Channel Sleep Classification. 195-201 - Xiaofei Zhang
Analysis of Parkinson's Disease Multi-connectivity Brain Functional Networks Based on Graph Convolutional Neural Networks. 202-211 - Yumekatsu Shoji
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
Brain Function Analysis Of Insomnia Disorder Based On Hypergraph Combined With Deep Learning. 216-224 - Zhen Zhou
Dual-view Label and Feature Supervision Network for Semi-supervised Medical Image Segmentation. 225-230
Session V - Speech Recognition and Signal Analysis
- Sha Sun
A Differential Search Integrated Music Harmony Search Algorithm for Solving Bound Constrained Optimization Problems. 231-235 - Kaile Cui
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
Cross-Corpus Speech Emotion Recognition Based on Causal Feature Disentanglement. 252-257 - Likui Xu
NGram-Bayes, A Joint Model for Long Distance Context Dependency in Speech Recognition. 258-262 - Liquan Luo
Suppressing Signal Anomalies Based on Maximal Overlap Discrete Wavelet Transform and Grubbs'Test. 263-268 - Abdallah Rezgui
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
An Interference Cancellation Technology of Almost Blank Subframe based on Hierarchical Parameter Estimation. 277-281 - Jiayi Liu
Positioning service based on inertial sensor in edge intelligence environment. 282-288 - Melissa Chimwere
Gesture Classification Based On Channel State Information. 289-295 - Diao Wang
An Improved Privacy Control Scheme for Contract Algorithm Based on Structure Entropy. 296-303 - Hangqi Li
Secrecy Energy Efficiency Optimization for UAV-assisted Maritime Cognitive Relay Networks With Energy Harvesting. 304-312 - Yi Liu
Research on High-Accuracy Indoor Visual Positioning Technology Using an Optimized SE-ResNeXt Architecture. 313-320 - Shengyao Hu
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
A Review of FPGA-based Graph Neural Network Accelerator Architectures. 335-343
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