dblp: IVSP 2022 (original) (raw)

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4th IVSP 2022: Singapore

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  • Session I - Image Processing and Methods
  • Session II - Intelligent Identification Technology and Application
  • Session III - Video Processing and Visualization
  • Session IV - Signal Analysis and Estimation
  • Session V - Human-computer Interaction and Intelligent Systems
  • Session VI - Machine Learning and Intelligent Computing

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• > Home > Conferences and Workshops > IVSP

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    IVSP 2022: 4th International Conference on Image, Video and Signal Processing, Singapore, March 18 - 20, 2022. ACM 2022, ISBN 978-1-4503-8741-5

Session I - Image Processing and Methods

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    Xiaoran Hu, Masayuki Yamamura:
    Two-stage Attention-based Fusion Neural Network for Image-Text Sentiment Classification. 1-7
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    Peiyi Jian, Sei-Ichiro Kamata:
    A Two-stage Refinement Network for Nuclei Segmentation in Histopathology Images. 8-13
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    Pierrick Pochelu, Clara Erard, Philippe Cordier, Serge G. Petiton, Bruno Conche:
    Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images. 14-24
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    Ling-Ling Zhao, Bing-Zhao Li:
    A Novel Method for Extracting Frequency Line on Lofargram based on Feature Function. 25-31
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    Lyne P. Tchapmi, Trishiet Ray, Micael Tchapmi, Bokui Shen, Roberto Martin Martin, Silvio Savarese:
    Generating Procedural 3D materials from Images using Neural Networks. 32-40
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    Nuo Shen, Borui Zhou, Junlin Xie, Xiaohan Sun:
    Low-Light Image Enhancement via Transformer-based Network. 41-47
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    Yilong Wang, Daofu Gong, Zhenyu Li, Fenlin Liu:
    A Fragile Watermarking Algorithm Based on Multiple Watermarking. 48-55
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    Jinyan Nie, Jian Guo, Qizhi Xu:
    Object-level Hyperspectral Target Detection Based on Spectral-Spatial Features Integrated YOLOv4-Tiny Network. 56-61

Session II - Intelligent Identification Technology and Application

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    Stephen Yang, Jie Yang, Shujie Zhang:
    Defect Recognition of Printed Circuit Board Based on YOLOv3-DenseNet Optimization Model. 62-69
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    Hana Isoi, Atsuko Takefusa, Hidemoto Nakada, Masato Oguchi:
    Performance of Domain Adaptation Schemes in Video Action Recognition using Synthetic Data. 70-79
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    Hao Cheng, Xiang Xie, Shuang Liang:
    Two-Stage Self-Supervised Learning for Facial Action Unit Recognition. 80-84
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    Xinyi Ding, Xiao Zhang, Jinlian Du, Yuchen Liu, Fangqi Dong:
    CNN living body recognition model based on rPPG. 85-91
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    Yu-Hung Yeh, Davy P. Y. Wong, Cheng-Ting Lee, Pai H. Chou:
    Deep Learning-Based Real-Time Activity Recognition with Multiple Inertial Sensors. 92-99

Session III - Video Processing and Visualization

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    Xin Fang, Fan Li:
    CS-GAN: Centrosymmetric Generative Adversarial Network for Cross-Media Retrieval. 100-106
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    Rui Tang, Fang Meng:
    Fast Image Super-Resolution Based on Multi-Feature Extraction Network. 107-112
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    Ren-Jun Choong, Wun-She Yap, Yan Chai Hum, Yee-Kai Tee:
    A Study on the Effect of Video Resolution on the Quality of Sound Recovered using the Visual Microphone. 113-117
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    Minghong Mo, Kun Zhang, Fan Liang, Jun Wang:
    A Prediction Mode Based on Sub-Block Position Swapping of Predicted Block for Video Coding. 118-124
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    Qiyue Qiu, Tong Xu, Enhong Chen:
    Visual-Enhanced End-to-End Neural Diarization. 125-130

Session IV - Signal Analysis and Estimation

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    Jun Li, Wenxin Li, Bo He, Tongliang Xin, Fei Lin:
    A Model-driven Deep Learning Signal Processing Scheme for OFDM System. 131-138
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    Yue Zhang, Jinhua Wang, Chengbin Huang, Li Li:
    Application of Compressed Sensing Based on Logistic Chaotic Sequence in Acoustic Signal. 139-142
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    Wen-Yi Zhang, Bing-Zhao Li:
    ECG Signal Denoising based on 2D-LMS Filter in Fractional Fourier Domain. 143-148
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    Junfeng Wang, Ruoyan Wei, Ziyue Tian, Weili Wang:
    A Method of Sample Consensus Based on Data Geometric Topological Distribution and MCMC. 149-156
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    Peizhen Peng, Kanjian Zhang, Haikun Wei:
    Robust epileptic seizure prediction with missing values using an improved denoising adversarial autoencoder. 157-164

Session V - Human-computer Interaction and Intelligent Systems

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    Yihong Wang:
    An AR-based DC Circuit Connection Simulator for Beginners. 165-171
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    Yuyan Xia, Yanchun Chen, Huiyuan Luo, Yuer Yang, Xiangjie Wang:
    Research and Improvement on the Development of Robo-Advisor: Present and Prospect. 172-178
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    Yudan Wu, Yuhong Jiang:
    Happy Sweets or Not? The Affective Effect of Different Concentrations of Sweetness. 179-183
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    Jiemin Zhang, Wei Zhan:
    Research into collaborative evolution in hybrid human-robot rescue teams. 184-191

Session VI - Machine Learning and Intelligent Computing

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    Shun Li:
    Ride-hailing Demand Prediction with Machine Learning. 192-196
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    Hemadri Jayalath, Lakshmish Ramaswamy:
    Enhancing Performance of Operationalized Machine Learning Models by Analyzing User Feedback. 197-203
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    Xueling Pan, Guohe Li, Shunxin Liu, Qiuyue Yu, Ying Li:
    A Novel Under-sampling Method with Gaussian Mixture and Jensen-Shannon Divergence. 204-210
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    Yu Zheng:
    Improved Feature Generating Networks for Zero-Shot Learning. 211-217
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    Pingfan Wang, Wai Lok Woo, Nanlin Jin, Duncan Davies:
    Concept Drift Detection by Tracking Weighted Prediction Confidence of Incremental Learning. 218-223
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    Weicong Guo:
    Applications of Logistic Regression and Naive Bayes in Commodity Sentiment Analysis. 224-230
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    Kittipong Theephoowiang, Ekawat Chaowicharat:
    Difficulty level estimation of mathematics problems using machine learning. 231-237

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