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ORCID4th IVSP 2022: Singapore
- 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
- Xiaoran Hu, Masayuki Yamamura:
Two-stage Attention-based Fusion Neural Network for Image-Text Sentiment Classification. 1-7 - Peiyi Jian, Sei-Ichiro Kamata:
A Two-stage Refinement Network for Nuclei Segmentation in Histopathology Images. 8-13 - 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 - Ling-Ling Zhao, Bing-Zhao Li:
A Novel Method for Extracting Frequency Line on Lofargram based on Feature Function. 25-31 - 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 - Nuo Shen, Borui Zhou, Junlin Xie, Xiaohan Sun:
Low-Light Image Enhancement via Transformer-based Network. 41-47 - Yilong Wang, Daofu Gong, Zhenyu Li, Fenlin Liu:
A Fragile Watermarking Algorithm Based on Multiple Watermarking. 48-55 - 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
- Stephen Yang, Jie Yang, Shujie Zhang:
Defect Recognition of Printed Circuit Board Based on YOLOv3-DenseNet Optimization Model. 62-69 - Hana Isoi, Atsuko Takefusa, Hidemoto Nakada, Masato Oguchi:
Performance of Domain Adaptation Schemes in Video Action Recognition using Synthetic Data. 70-79 - Hao Cheng, Xiang Xie, Shuang Liang:
Two-Stage Self-Supervised Learning for Facial Action Unit Recognition. 80-84 - Xinyi Ding, Xiao Zhang, Jinlian Du, Yuchen Liu, Fangqi Dong:
CNN living body recognition model based on rPPG. 85-91 - 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
- Xin Fang, Fan Li:
CS-GAN: Centrosymmetric Generative Adversarial Network for Cross-Media Retrieval. 100-106 - Rui Tang, Fang Meng:
Fast Image Super-Resolution Based on Multi-Feature Extraction Network. 107-112 - 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 - 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 - Qiyue Qiu, Tong Xu, Enhong Chen:
Visual-Enhanced End-to-End Neural Diarization. 125-130
Session IV - Signal Analysis and Estimation
- Jun Li, Wenxin Li, Bo He, Tongliang Xin, Fei Lin:
A Model-driven Deep Learning Signal Processing Scheme for OFDM System. 131-138 - Yue Zhang, Jinhua Wang, Chengbin Huang, Li Li:
Application of Compressed Sensing Based on Logistic Chaotic Sequence in Acoustic Signal. 139-142 - Wen-Yi Zhang, Bing-Zhao Li:
ECG Signal Denoising based on 2D-LMS Filter in Fractional Fourier Domain. 143-148 - Junfeng Wang, Ruoyan Wei, Ziyue Tian, Weili Wang:
A Method of Sample Consensus Based on Data Geometric Topological Distribution and MCMC. 149-156 - 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
- Yihong Wang:
An AR-based DC Circuit Connection Simulator for Beginners. 165-171 - Yuyan Xia, Yanchun Chen, Huiyuan Luo, Yuer Yang, Xiangjie Wang:
Research and Improvement on the Development of Robo-Advisor: Present and Prospect. 172-178 - Yudan Wu, Yuhong Jiang:
Happy Sweets or Not? The Affective Effect of Different Concentrations of Sweetness. 179-183 - Jiemin Zhang, Wei Zhan:
Research into collaborative evolution in hybrid human-robot rescue teams. 184-191
Session VI - Machine Learning and Intelligent Computing
- Shun Li:
Ride-hailing Demand Prediction with Machine Learning. 192-196 - Hemadri Jayalath, Lakshmish Ramaswamy:
Enhancing Performance of Operationalized Machine Learning Models by Analyzing User Feedback. 197-203 - Xueling Pan, Guohe Li, Shunxin Liu, Qiuyue Yu, Ying Li:
A Novel Under-sampling Method with Gaussian Mixture and Jensen-Shannon Divergence. 204-210 - Yu Zheng:
Improved Feature Generating Networks for Zero-Shot Learning. 211-217 - Pingfan Wang, Wai Lok Woo, Nanlin Jin, Duncan Davies:
Concept Drift Detection by Tracking Weighted Prediction Confidence of Incremental Learning. 218-223 - Weicong Guo:
Applications of Logistic Regression and Naive Bayes in Commodity Sentiment Analysis. 224-230 - Kittipong Theephoowiang, Ekawat Chaowicharat:
Difficulty level estimation of mathematics problems using machine learning. 231-237
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