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ORCID6th SPML 2023: Tianjin, China
- 6th International Conference on Signal Processing and Machine Learning, SPML 2023, Tianjin, China, July 14-16, 2023. ACM 2023
Session I - Signal Recognition and Detection
- Hangjie Zhu
, Jianxin Guo, Zili Ding:
Communication Signal Modulation Recognition Based on Inception-V3 Transfer Learning. 1-7 - Weiqiang Fan, Xiaoyu Li, Ying Zhan, Wei Chen:
Research on methane telemetry method using differential-harmonic detection. 8-13 - Hong Zhang, Yarong Chen, Hangjie Zhu, Weisu Li:
Modulation recognition technology based on ResNet50. 14-20 - Wei Cheng, Zhiling Yang:
Deep Learning-Based Binaural Speech Signal Enhancement Method. 21-25 - Yi Ze Li, Ji Xiang:
Interference signal recognition processing based on convolutional neural network. 26-33 - Chengyu Hu, Jianxin Guo, Zheng Wang:
ECG signal denoising based on wavelet threshold algorithm. 34-44
Session II - Communication System and Speech Recognition
- Haoyu Wang, Siyuan Wang, Yaguang Gong, Wei-Qiang Zhang:
DistilALHuBERT: A Distilled Parameter Sharing Audio Representation Model. 45-50 - Desong Liu, Feng Wang, Mingxin Wang:
A Minimum Offloading Capacity Guarantee Strategy for RIS-assisted MEC System. 51-56 - Zhiling Yang:
Application of UAV technology in aquaculture operation communication system. 57-61 - Xiurui Shang, Xueting Zhang, Xinyue Zhang, Bohao Yuan, Jianjun Hao:
An Efficient Signal enhancement scheme for Metamaterial-enhanced Magnetic Induction-based underground Wireless Sensor networks. 62-69 - Jueting Liu, Yu Lei, Minda Yao, Zemeng Liu, Guoyuan Lin, Zehua Wang, Yingchun Liu, Wei Chen:
The Tacotron2-based IPA-to-Speech speech synthesis system. 70-75 - Siyuan Wang, Haoyu Wang, Jian Li, Wei-Qiang Zhang:
Learnable Sparsity Structured Pruning for Acoustic Pre-trained Models. 76-81 - Jie Li, Ming Yang, Jinyuan Shi, Gongcheng Shi, Lei Shi, Chuanlei Zhang, Hui Ma:
Points and Descriptors-Net Model for SIFT Features Learning. 82-88
Session III - Computer Vision Measurement and Application
- Fengying Ma, Bowen Zhang, Peng Ji, Yuhe Sun, Jie Li, Xuexin Li, Wei Yan, Fengying Wang, Gaofeng Mu:
Research on Positioning and dimension measurement of truck compartment based on Semantic segmentation in automatic loading system. 89-96 - Minda Yao, Jueting Liu, Xingyu Liu, Wei Chen, Tingting Xu, Yingchun Liu:
Feature Extraction Network SFPN for Edge Computing Scenarios. 97-105 - Zishan Xu, Minda Yao, Wei Chen, Min Zhu, Zijian Tian, Fan Zhang, Xiaofeng Zhang, Chuanlei Zhang:
Restoration of Dunhuang Murals on Large-scale pretraining. 106-111 - Guansen Hua, Yuanzhang Wang, Yihang Lin:
Application of fast facial marker detector in head radiotherapy. 112-117 - Shang Cheng, Zhigang Li, Yujie Liu:
Prediction of Chlorophyll-a Content Base on Multi-module One Dimensional Convolutional Neural Network. 118-123
Session IV - Image Segmentation and Classification Algorithms
- Shu-An Liu, Pengyong Han, Hua Hu, Bin Yang, Meng-Lin Liu, Zheng-Wei Li:
A Graph Neural Network with Multiple Auxiliary Tasks for Accurate Single Cell Classiଁcation. 124-132 - Jiashan Liu, Shanwen Zhang, Xuqi Wang, Zhiwen Ren, Zili Ding:
Multi-scale Siamese Dual Decoding Network for Remote Sensing Tank Image Segmentation. 133-141 - Zhi-Peng Zhu, Pengyong Han, Lei Wang, Xishang Dong, San-Rong Liu, Zheng-Wei Li:
ADARES: A Single-cell Classification Model Based on Adversarial Data Augmentation and Residual Networks. 142-149 - Ruidong Tian, Qiusheng He, Hao Zhang:
Research on Cervical Vertebrae Segmentation Based on Improved UNet Network. 150-155 - Jiajie Du, Jiaqi Yang:
Classification of Chest X-ray Images(Pneumonia) Based on ResNet and Grad-CAM. 156-164
Session V - Modern Image Processing Technology and Its Applications
- Zili Ding, Jianxin Guo, Jiashan Liu, Hangjie Zhu:
A mask-wearing detection algorithm based on improved YOLOv7. 165-173 - Tingting Xu, Yi Chen, Min Zhu, Wei Chen, Yingchun Liu, Jueting Liu:
Human posture estimation at low resolution. 174-181 - Jianxun Zhang, Yuzheng Liu, Dandan Zhang, Hongying Guo, Mingxiang Huang, Wanjun Wang, Cheng Lin, Chuanlei Zhang:
Detection Method of the Secondary Protective Rope for Electric Power Workers Based on UAV Image and YOLO Algorithm. 182-189 - Qian Li, Yuechao Chen, Junguo Feng, Jun Zhang, Mingming Wang, Yuchao Cao:
Research on Cable Tunnel Image Defogging Based on Optimized Contrast Enhancement. 190-193 - Wenbo Wei, Maoyong Cao, Fengying Ma, Peng Ji, Xianfeng Wang:
Research on path planning for UAV based on improved ant colony algorithm. 194-200 - Wei Chen, Quanwen Zhao, Jueting Liu, Zehua Wang, Yingchun Liu, Minda Yao:
Improved YOLO-Pose Crowd Pose Estimation. 201-206 - Fengying Ma, Yuhe Sun, Peng Ji, Wanlong Dong, Jie Li, Xuexin Li, Wei Yan, Baojun Geng:
Design of a directional feature-driven weld target tracking algorithm. 207-213 - Lei Huang, Shanwen Zhang, Rujiang Li, Xuming Cai, Shengguang Zhang, Huayong Cao:
Weld Defect Detection based on Improved Multi-Scale CNN with CBAM Attention. 214-220 - Jingyang Wang, Mingyang Pan, Ruolan Zhang, Zongying Liu, Shaoxi Li:
Maritime low-light image enhancement study based on improved ResUnet. 221-230 - Yi Liu, Wen-Hao Cai, Wen-Ke Wang, Zhi-Qin Lyu, Zhi-Peng Min, Yu-Xiang Gao:
Underground target location method based on positive image-based camera position and pose estimate. 231-238 - Zhengkang Xu, Xiaoshi Zhang, Qiwei Xie, Jie Li, Qian Long:
Accurate Stereo Matching Based on 3D Labels in Driving Scenes. 239-247
Session VI - Data Analysis and System Control in Advanced Information Technology
- Shanwen Zhang, Changqing Yu, Cong Xu:
Adverse Drug Reaction from Social Media by Cascade Feature Extraction and Meta-Learner. 248-252 - Ruixuan Xu, Zhaoyu Liu, Shiya Zhang, Ting Ke, Tingting Guo:
The measurement of liquid concentration based on Arduino UNO platform using ultrasonic wave sensor. 253-259 - Zheng Wang, Jianxin Guo, Chengyu Hu:
Research on Nonlinear Filtering Applied in Integrated Navigation System. 260-267 - Chenlong Wang, Tianyu OuYang, Fengying Ma, Peng Ji, Liming Wu, Fengying Wang, Gaofeng Mu:
Photovoltaic Maximum Power Point Tracking Control and Neural Network Modeling Based on Improved Perturbation Observation Method. 268-273 - Hui Sun, Yifei Han, Mingyang Pan, Hangqi Li:
An Overview on Containment Control of Multi-agent Systems. 274-280
Session VII - AI-Based Information Processing and Computational Analysis
- Weisu Li, Yahong Ma, Jianyun Su, Hong Zhang:
Visualization of Adverse Drug Reactions Based on the Knowledge Graphs. 281-286 - Jui-Chuan Liu, Chin-Chen Chang, Chia-Chen Lin:
Hiding Information in a Well-Trained Vector Quantization Codebook. 287-292 - Jibing Gong, Xiaohan Fang, Chenglong Wang, Jingxin Ju, Yanghao Bao, Jin Zhang, Jianjun Xu:
Author Name Disambiguation based on Capsule Network via Semantic and Structural Features. 293-300 - Yinuo Chen, Jing Zhao, Haoran Gao:
Adversarial Training Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction. 301-307 - Jie Li, Hongwei Zhao:
Multimodal Sentiment Analysis Method Based on Multi-task Learning. 308-314 - Wenjie Dai, Hongtao Zhou:
Wearable Design Innovations Enabled by Artificial Intelligence: A Technical Review. 315-323
Session VIII - Digital Signal Recognition and Processing
- Hai Gong, Xiang Ji:
AWPSO-SAA: A Time Slot Allocation Algorithm for Adaptive Weighted Particle Swarm Optimization. 324-332 - Chao Wu, Guolong Zhao, Qiqi Hu, Shenggang Zhao, Ronghua Gao:
Attitude Signals Filtering Algorithm Based on Kalman and LSTM for Measurement While Drilling in Coal Mine. 333-342 - Guohao Shi, Rui Zhu, Jiuxiao Cao, Mengmeng Bai:
Modulation pattern recognition based on ShuffleNet neural network. 343-349 - Tongnan Xia, Ming Liu, Jie Sun, Enruo Huang, Shaolin Liang, Yaojie Sun:
The design of rotation-symmetric Gaussian low-pass filter (RSGLPF) and its applications. 350-356 - Jiuxiao Cao, Rui Zhu, Guohao Shi, Mengmeng Bai:
Modulation recognition based on deep learning network. 357-362 - Guoyuan Lin, Lei Zhao, Jueting Liu, Zemeng Liu, Minda Yao, Wei Chen, Yingchun Liu, Zehua Wang, Hengbo Li:
Automated Speech Recognition System for Dispatching Call Recordings in The Underground Coal Mines. 363-367
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