| Título : |
5th International Conference, ICCSIP 2020, Zhuhai, China, December 25–27, 2020, Revised Selected Papers |
| Tipo de documento: |
documento electrónico |
| Autores: |
Sun, Fuchun, ; Liu, Huaping, ; Fang, Bin, |
| Mención de edición: |
1 ed. |
| Editorial: |
Singapore [Malasya] : Springer |
| Fecha de publicación: |
2021 |
| Número de páginas: |
XVI, 635 p. 366 ilustraciones, 284 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-981-1623363-- |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Inteligencia artificial Red de computadoras Ciencias sociales Ingeniería Informática Procesamiento de imágenes Visión por computador Redes de comunicación informática Aplicación informática en ciencias sociales y del comportamiento Ingeniería Informática y Redes Imágenes por computadora visión reconocimiento de patrones y gráficos |
| Índice Dewey: |
006.3 Inteligencia artificial |
| Resumen: |
Este libro constituye las actas posteriores a la conferencia arbitradas de la Quinta Conferencia Internacional sobre Sistemas Cognitivos y Procesamiento de Señales, ICCSIP 2020, celebrada en Zhuhai, China, en diciembre de 2020. Los 59 artículos revisados presentados fueron cuidadosamente revisados y seleccionados entre 120 presentaciones. Los artículos están organizados en secciones temáticas sobre algoritmos; solicitud; manipulación; bioinformática; visión; y vehículos autónomos. |
| Nota de contenido: |
Award -- Quantized Separable Residual Network for Facial Expression Recognition on FPGA -- Hole-peg Assembly Strategy Based On Deep Reinforcement Learning -- EEG-based Emotion Recognition Using Convolutional Neural Network with Functional Connections -- Fast barcode detection method based on ThinYOLOv4 -- The Realtime Indoor Localization for Unmanned Aerial Vehicle -- Algorithm -- L1-norm and Trace Lasso based Locality Correlation Projection -- Episodic Training for Domain Generalization Using Latent Domains -- A Novel Attitude Estimation Algorithm Based on EKF-LSTM Fusion Model -- METAHACI: Meta-learning for Human Activity Classification from IMU Data -- Fusing Knowledge and Experience with Graph Convolutional Network for Cross-task Learning in Visual Cognitive Development -- Factored Trace Lasso based Linear Regression Methods: Optimizations and Applications -- Path Planning and Simulation Based on Cumulative Error Estimation -- MIMF: Mutual Information-driven Multimodal Fusion -- Application -- Spatial Information Extraction of Panax Notoginseng Fields Using Multi-algorithm and Multi-sample Strategy-based Remote Sensing Techniques -- Application of Convolution BLS in AI Face-changing Problem -- Cognitive Calculation Studied for Smart System to Lead Water Resources Management -- A Robotic Arm Aided Writing Learning Companion for Children -- Design and Implement of Omnidirectional Mobile Robot Platform with Remote Visual Control -- AG-DPSO: Landing Position Planning Method for Multi-node Deep Space Explorer -- A New Paralleled Semi-supervised Deep Learning for Remaining Useful Life Prediction -- Balancing Task Allocation in Multi-robot Systems using AdpK-means Clustering Algorithm -- Reinforcement Learning for Extreme Multi-label Text Classification -- Manipulation -- Multimodal Object Analysis with Auditory and Tactile Sensing using Recurrent Neural Networks -- A Novel Pose Estimation Method of Object in Robotic Manipulation using Vision-based Tactile Sensor -- Design and Implementation of pneumatic soft gripper with suction and grasp composite structure -- Movement Primitive Libraries Learning for Industrial Manipulation Tasks -- Guided Deep Reinforcement Learning for Path Planning of Robotic Manipulators -- Large-scale multi-agent reinforcement learning based on weighted mean field -- Selective Transition Collection in Experience Replay -- Design and Grasping Experiments of Soft Humanoid Hand with Variable Stiffness -- Bioinformatics -- Prediction the age of human brains from gene expression -- Deep LSTM Transfer Learning for Personalized ECG Anomaly Detection on Wearable Devices -- Reflection on AI: The cognitive difference between libraries and scientists -- A Review of Research on Brain-Computer Interface Based on Imagined Speech -- A Survey of Multimodal Human-Machine Interface -- A Logistic Regression Based Framework for Spatio-temporal Feature Representation and Classification of Single-trial EEG -- Biometric Traits Share Patterns -- Cervical Cell Detection Benchmark with Effective Feature Representation -- Vision A -- Image Fusion for Improving Thermal Human Face Image Recognition -- Automatic Leaf Recognition Based on Attention DenseNet -- Semantic Segmentation for Evaluation of Defects on Smartphone Screens -- Image Clipping Strategy of Object Detection for Super Resolution Image in Low Resource Environment -- Image Quality Assessment with Local Contrast Estimator -- Application of Broad learning system for image classification based on deep features -- Emotion Recognition Based on Graph Neural Networks -- A Light-Weight Stereo Matching Network with Color Guidance Refinement -- Vision B -- Overview of Monocular Depth Estimation Based on Deep Learning -- Non-contact physiological parameters detection based on MTCNN and EVM -- Texture Classification of a Miniature Whisker Sensor with Varied Contact Pose -- Semantic-based Road Segmentation for High-Definition Map Construction -- Transformer Region Proposal for Object Detection -- A Feature Fusion based Object Tracking Algorithm -- Detection and Reconstruction of Transparent Objects with Infrared Projection-based RGB-D Cameras -- Autonomous Vehicles -- A Simulation-to-Real Autonomous Driving System Based on End-to-End Learning -- Underwater SLAM Based On Forward-Looking Sonar -- Robust Visual Odometry Using Semantic Information in Complex Dynamic Scenes -- A Multi-Sensor Data Fusion Method based on Improved XGBoost Model for AGV Localization -- Multi UAV Target Tracking based on the Vision and Communication Information -- An Accurate Positioning Method for Robotic Manipulation Based on Vision and Tactile Sensors. |
| En línea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
5th International Conference, ICCSIP 2020, Zhuhai, China, December 25–27, 2020, Revised Selected Papers [documento electrónico] / Sun, Fuchun, ; Liu, Huaping, ; Fang, Bin, . - 1 ed. . - Singapore [Malasya] : Springer, 2021 . - XVI, 635 p. 366 ilustraciones, 284 ilustraciones en color. ISBN : 978-981-1623363-- Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Inteligencia artificial Red de computadoras Ciencias sociales Ingeniería Informática Procesamiento de imágenes Visión por computador Redes de comunicación informática Aplicación informática en ciencias sociales y del comportamiento Ingeniería Informática y Redes Imágenes por computadora visión reconocimiento de patrones y gráficos |
| Índice Dewey: |
006.3 Inteligencia artificial |
| Resumen: |
Este libro constituye las actas posteriores a la conferencia arbitradas de la Quinta Conferencia Internacional sobre Sistemas Cognitivos y Procesamiento de Señales, ICCSIP 2020, celebrada en Zhuhai, China, en diciembre de 2020. Los 59 artículos revisados presentados fueron cuidadosamente revisados y seleccionados entre 120 presentaciones. Los artículos están organizados en secciones temáticas sobre algoritmos; solicitud; manipulación; bioinformática; visión; y vehículos autónomos. |
| Nota de contenido: |
Award -- Quantized Separable Residual Network for Facial Expression Recognition on FPGA -- Hole-peg Assembly Strategy Based On Deep Reinforcement Learning -- EEG-based Emotion Recognition Using Convolutional Neural Network with Functional Connections -- Fast barcode detection method based on ThinYOLOv4 -- The Realtime Indoor Localization for Unmanned Aerial Vehicle -- Algorithm -- L1-norm and Trace Lasso based Locality Correlation Projection -- Episodic Training for Domain Generalization Using Latent Domains -- A Novel Attitude Estimation Algorithm Based on EKF-LSTM Fusion Model -- METAHACI: Meta-learning for Human Activity Classification from IMU Data -- Fusing Knowledge and Experience with Graph Convolutional Network for Cross-task Learning in Visual Cognitive Development -- Factored Trace Lasso based Linear Regression Methods: Optimizations and Applications -- Path Planning and Simulation Based on Cumulative Error Estimation -- MIMF: Mutual Information-driven Multimodal Fusion -- Application -- Spatial Information Extraction of Panax Notoginseng Fields Using Multi-algorithm and Multi-sample Strategy-based Remote Sensing Techniques -- Application of Convolution BLS in AI Face-changing Problem -- Cognitive Calculation Studied for Smart System to Lead Water Resources Management -- A Robotic Arm Aided Writing Learning Companion for Children -- Design and Implement of Omnidirectional Mobile Robot Platform with Remote Visual Control -- AG-DPSO: Landing Position Planning Method for Multi-node Deep Space Explorer -- A New Paralleled Semi-supervised Deep Learning for Remaining Useful Life Prediction -- Balancing Task Allocation in Multi-robot Systems using AdpK-means Clustering Algorithm -- Reinforcement Learning for Extreme Multi-label Text Classification -- Manipulation -- Multimodal Object Analysis with Auditory and Tactile Sensing using Recurrent Neural Networks -- A Novel Pose Estimation Method of Object in Robotic Manipulation using Vision-based Tactile Sensor -- Design and Implementation of pneumatic soft gripper with suction and grasp composite structure -- Movement Primitive Libraries Learning for Industrial Manipulation Tasks -- Guided Deep Reinforcement Learning for Path Planning of Robotic Manipulators -- Large-scale multi-agent reinforcement learning based on weighted mean field -- Selective Transition Collection in Experience Replay -- Design and Grasping Experiments of Soft Humanoid Hand with Variable Stiffness -- Bioinformatics -- Prediction the age of human brains from gene expression -- Deep LSTM Transfer Learning for Personalized ECG Anomaly Detection on Wearable Devices -- Reflection on AI: The cognitive difference between libraries and scientists -- A Review of Research on Brain-Computer Interface Based on Imagined Speech -- A Survey of Multimodal Human-Machine Interface -- A Logistic Regression Based Framework for Spatio-temporal Feature Representation and Classification of Single-trial EEG -- Biometric Traits Share Patterns -- Cervical Cell Detection Benchmark with Effective Feature Representation -- Vision A -- Image Fusion for Improving Thermal Human Face Image Recognition -- Automatic Leaf Recognition Based on Attention DenseNet -- Semantic Segmentation for Evaluation of Defects on Smartphone Screens -- Image Clipping Strategy of Object Detection for Super Resolution Image in Low Resource Environment -- Image Quality Assessment with Local Contrast Estimator -- Application of Broad learning system for image classification based on deep features -- Emotion Recognition Based on Graph Neural Networks -- A Light-Weight Stereo Matching Network with Color Guidance Refinement -- Vision B -- Overview of Monocular Depth Estimation Based on Deep Learning -- Non-contact physiological parameters detection based on MTCNN and EVM -- Texture Classification of a Miniature Whisker Sensor with Varied Contact Pose -- Semantic-based Road Segmentation for High-Definition Map Construction -- Transformer Region Proposal for Object Detection -- A Feature Fusion based Object Tracking Algorithm -- Detection and Reconstruction of Transparent Objects with Infrared Projection-based RGB-D Cameras -- Autonomous Vehicles -- A Simulation-to-Real Autonomous Driving System Based on End-to-End Learning -- Underwater SLAM Based On Forward-Looking Sonar -- Robust Visual Odometry Using Semantic Information in Complex Dynamic Scenes -- A Multi-Sensor Data Fusion Method based on Improved XGBoost Model for AGV Localization -- Multi UAV Target Tracking based on the Vision and Communication Information -- An Accurate Positioning Method for Robotic Manipulation Based on Vision and Tactile Sensors. |
| En línea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
|  |
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