Ultra-layered perception with brain-inspired information processing for vehicle collision avoidance

Rezultaty

Interim refined visual neural system models

To enhance collision detection by integrating multiple invertebrate visual neural systems

Preliminary hazard perception method

To develop efficient long range hazard perception methods

Identify visual neural models for thermal images processing for collision cues

To develop efficient signpost text and road markings recognition methods

Road marking and signpost text recognition algorithms

To develop efficient signpost text and road markings recognition methods

Integration of the near and long range collision hazards detection system

To integrate and implement preliminary near range imminent collision and long range hazard perception systems

Preliminary visual neural system models for collision cues extraction

To model invertebrate visual neural systems for collision detection

Pre-processing algorithms for thermal image enhancement

To select, implement thermal image sensor, prepare pre-processing algorithms

Project website

Creating a project website for public access.

Database for verification

To build up a database for verification

Publikacje

A Time-Delay Feedback Neural Network for Discriminating Small, Fast-Moving Targets in Complex Dynamic Environments

Autorzy: Hongxin Wang, Huatian Wang, Jiannan Zhao, Cheng Hu, Jigen Peng, Shigang Yue
Opublikowane w: IEEE Transactions on Neural Networks and Learning Systems, 2021, Strona(/y) 1-15, ISSN 2162-237X
Wydawca: IEEE Computational Intelligence Society
DOI: 10.1109/tnnls.2021.3094205

Robustness of Bio-Inspired Visual Systems for Collision Prediction in Critical Robot Traffic

Autorzy: Qinbing Fu, Xuelong Sun, Tian Liu, Cheng Hu, Shigang Yue
Opublikowane w: Frontiers in Robotics and AI, Numer 8, 2021, Strona(/y) 245, ISSN 2296-9144
Wydawca: Frontiers in Robotics and AI
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Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems

Autorzy: Jin Xiao, Yanlin Jia, Xiaoyi Jiang, Shouyang Wang
Opublikowane w: IEEE Transactions on Neural Networks and Learning Systems, Numer 31/12, 2020, Strona(/y) 5285-5299, ISSN 2162-237X
Wydawca: IEEE Computational Intelligence Society
DOI: 10.1109/tnnls.2020.2966031

Modelling Drosophila motion vision pathways for decoding the direction of translating objects against cluttered moving backgrounds

Autorzy: Qinbing Fu, Shigang Yue
Opublikowane w: Biological Cybernetics, 2020, ISSN 0340-1200
Wydawca: Springer Verlag
DOI: 10.1007/s00422-020-00841-x

A Robust Visual System for Looming Cue Detection Against Translating Motion

Autorzy: Fang Lei, Zhiping Peng, Mei Liu, Jigen Peng, Vassilis Cutsuridis, Shigang Yue
Opublikowane w: IEEE Transactions on Neural Networks and Learning Systems, 2022, Strona(/y) Strona(/y): 1 - 15, ISSN 2162-237X
Wydawca: IEEE Computational Intelligence Society
DOI: 10.1109/tnnls.2022.3149832

Quantitative investigation of memory recall performance of a computational microcircuit model of the hippocampus

Autorzy: Nikolaos Andreakos, Shigang Yue, Vassilis Cutsuridis
Opublikowane w: Brain Informatics, Numer 8/1, 2021, Strona(/y) 8, ISSN 2198-4018
Wydawca: Brain Informatics, Springer
DOI: 10.1186/s40708-021-00131-7

Attention and Prediction Guided Motion Detection for Low-Contrast Small Moving Targets

Autorzy: Hongxin Wang, Jiannan Zhao, Huatian Wang, Cheng Hu, Jigen Peng, and Shigang Yue
Opublikowane w: IEEE TRANSACTIONS ON CYBERNETICS, Numer 09 May 2022, 2022, Strona(/y) 1 - 13, ISSN 2168-2267
Wydawca: IEEE Advancing Technology for Humanity
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Matched function of the neuropil processing optic flow in flies and crabs: the lobula plate mediates optomotor responses in Neohelice granulata

Autorzy: Yair Barnatan, Daniel Tomsic, Alejandro Cámera and Julieta Sztarker
Opublikowane w: Royal Society Publishing, Numer Volume 289, Numer 1981, 2022, ISSN 1471-2954
Wydawca: The Royal Society
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A Multiple Pheromone Communication System for Swarm Intelligence

Autorzy: Tian Liu; Xuelong Sun; Cheng Hu; Qinbing Fu; Shigang Yue
Opublikowane w: IEEE Access, Vol 9, Pp 148721-148737 (2021), Numer 2, 2021, Strona(/y) 148721 - 148737, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
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Improved Collision Perception Neuronal System Model With Adaptive Inhibition Mechanism and Evolutionary Learning

Autorzy: Qinbing Fu, Huatian Wang, Jigen Peng, Shigang Yue
Opublikowane w: IEEE Access, Numer 8, 2020, Strona(/y) 108896-108912, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
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Eye Aspect Ratio for Real-Time Drowsiness Detection to Improve Driver Safety

Autorzy: Dewi, Christine, Rung-Ching Chen, Chun-Wei Chang, Shih-Hung Wu, Xiaoyi Jiang, and Hui Yu.
Opublikowane w: Electronics, Numer 11, no. 19, 2022, Strona(/y) 3183, ISSN 2079-9292
Wydawca: MDPI
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Enhancing LGMD's Looming Selectivity for UAV With Spatial-Temporal Distributed Presynaptic Connections

Autorzy: Jiannan Zhao, Hongxin Wang, Nicola Bellotto, Cheng Hu, Jigen Peng, Shigang Yue
Opublikowane w: IEEE Transactions on Neural Networks and Learning Systems, Numer 08 September 2021, 2021, Strona(/y) 1-15, ISSN 2162-237X
Wydawca: IEEE Computational Intelligence Society
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Adjusting eye aspect ratio for strong eye blink detection based on facial landmarks

Autorzy: Christine Dewi, Rung-Ching Chen, Xiaoyi Jiang, Hui Yu
Opublikowane w: PeerJ Computer Science, Numer 8: e943, 2022, Strona(/y) 8: e943, ISSN 2376-5992
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Yolo V4 for Advanced Traffic Sign Recognition With Synthetic Training Data Generated by Various GAN

Autorzy: Christine Dewi, Rung-Ching Chen, Yan-Ting Liu, Xiaoyi Jiang, Kristoko Dwi Hartomo
Opublikowane w: IEEE Access, Numer 9, 2021, Strona(/y) 97228-97242, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
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Kernel-based generalized median computation for consensus learning

Autorzy: Andreas Nienkötter, Xiaoyi Jiang
Opublikowane w: IEEE Transactions on Pattern Analysis and Machine Intelligence, Numer Volume 45, number 5, 2023, Strona(/y) 5872 - 5888, ISSN 0162-8828
Wydawca: Institute of Electrical and Electronics Engineers
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Coping With Multiple Visual Motion Cues Under Extremely Constrained Computation Power of Micro Autonomous Robots

Autorzy: Cheng Hu, Caihua Xiong, Jigen Peng, Shigang Yue
Opublikowane w: IEEE Access, Numer 8, 2020, Strona(/y) 159050-159066, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
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Predatory behavior under monocular and binocular conditions in the semiterrestrial crab Neohelice granulata

Autorzy: Thomas Harper, Sergio Iván Nemirovsky, Daniel Tomsic and Julieta Sztarker
Opublikowane w: Frontiers in Behavioural Neuroscience, Numer 25 May 2023, Volume 17, 2023, ISSN 1662-5153
Wydawca: Frontiers Research Foundation
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How the insect central complex could coordinate multimodal navigation

Autorzy: Xuelong Sun, Shigang Yue, Michael Mangan
Opublikowane w: eLife 2021, Numer 10:e73077 Dec 9, 2021, 2021, ISSN 2050-084X
Wydawca: eLife Sciences Publications
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Deep Spiking Neural Network for Video-Based Disguise Face Recognition Based on Dynamic Facial Movements

Autorzy: Daqi Liu, Nicola Bellotto, Shigang Yue
Opublikowane w: IEEE Transactions on Neural Networks and Learning Systems, Numer 19 July 2019, 2019, Strona(/y) 1-10, ISSN 2162-237X
Wydawca: IEEE Computational Intelligence Society
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A Robust Visual System for Small Target Motion Detection Against Cluttered Moving Backgrounds

Autorzy: Hongxin Wang, Jigen Peng, Xuqiang Zheng, Shigang Yue
Opublikowane w: IEEE Transactions on Neural Networks and Learning Systems, Numer 01 May 2019, 2019, Strona(/y) 1-15, ISSN 2162-237X
Wydawca: IEEE Computational Intelligence Society
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A Robust Collision Perception Visual Neural Network With Specific Selectivity to Darker Objects

Autorzy: Qinbing Fu, Cheng Hu, Jigen Peng, F. Claire Rind, Shigang Yue
Opublikowane w: IEEE Transactions on Cybernetics, 2019, Strona(/y) 1-15, ISSN 2168-2267
Wydawca: IEEE Advancing Technology for Humanity
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Towards Computational Models and Applications of Insect Visual Systems for Motion Perception: A Review

Autorzy: Qinbing Fu, Hongxin Wang, Cheng Hu, Shigang Yue
Opublikowane w: Artificial Life, Numer 25/3, 2019, Strona(/y) 263-311, ISSN 1064-5462
Wydawca: MIT Press
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A Hybrid Classification Framework Based on Clustering

Autorzy: Jin Xiao, Yuhang Tian, Ling Xie, Xiaoyi Jiang, Jing Huang
Opublikowane w: IEEE Transactions on Industrial Informatics, Numer 16/4, 2020, Strona(/y) 2177-2188, ISSN 1551-3203
Wydawca: Institute of Electrical and Electronics Engineers
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A decentralised neural model explaining optimal integration of navigational strategies in insects

Autorzy: Xuelong Sun, Shigang Yue, Michael Mangan
Opublikowane w: eLife, Numer 9, 2020, ISSN 2050-084X
Wydawca: eLife Sciences Publications
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Generative design and fabrication of a locust-inspired gliding wing prototype for micro aerial robots

Autorzy: Hamid Isakhani, Nicola Bellotto, Qinbing Fu, Shigang Yue
Opublikowane w: Journal of Computational Design and Engineering, Numer Volume 8, Numer 5,, 2021, Strona(/y) 1191–1203, ISSN 2288-5048
Wydawca: Oxford University Press
DOI: 10.1093/jcde/qwab040

Recognizing road surface traffic signs based on Yolo models considering image flips

Autorzy: Christine Dewi; Rung-Ching Chen; Yong‑Cun Zhuang; Xiaoyi Jiang; Hui Yu
Opublikowane w: Big Data Cognitive Computing, Numer 2023, Volume 7, Numer 1, 2023, Strona(/y) 54, ISSN 2504-2289
Wydawca: Big Data Cognitive Computing
DOI: 10.3390/bdcc7010054

Towards locust-inspired gliding wing prototypes for micro aerial vehicle applications

Autorzy: Hamid Isakhani, Caihua Xiong, Wenbin Chen, Shigang Yue
Opublikowane w: Royal Society Open Science, Numer 8/6, 2021, Strona(/y) 202253, ISSN 2054-5703
Wydawca: Royal Society
DOI: 10.1098/rsos.202253

A Looming Spatial Localization Neural Network Inspired by MLG1 Neurons in the Crab Neohelice.

Autorzy: Luan H, Fu Q, Zhang Y, Hua M, Chen S, Yue S
Opublikowane w: Frontiers in Neuroscience, Vol 15 (2022), Numer 3, 2022, Strona(/y) Volume 15 Article 787256, ISSN 1662-4548
Wydawca: Frontiers Research Foundation
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Aerodynamic Analysis and Optimization of Gliding Locust Wing Using Nash Genetic Algorithm

Autorzy: Hamid Isakhani, Shigang Yue, Caihua Xiong, Wenbin Chen
Opublikowane w: AIAA Journal, Numer 59/10, 2021, Strona(/y) 4002-4013, ISSN 0001-1452
Wydawca: American Institute of Aeronautics and Astronautics
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A bioinspired angular velocity decoding neural network model for visually guided flights

Autorzy: Huatian Wang, Qinbing Fu, Hongxin Wang, Paul Baxter, Jigen Peng, Shigang Yue
Opublikowane w: Neural Networks, Numer 136, 2021, Strona(/y) 180-193, ISSN 0893-6080
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Robust detection method for improving small traffic sign recognition based on spatial pyramid pooling

Autorzy: Christine Dewi, Rung-Ching Chen, Hui Yu & Xiaoyi Jiang
Opublikowane w: Journal of Ambient Intelligence and Humanized Computing, 2021, ISSN 1868-5137
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Combining Learning from Demonstration with Learning by Exploration to Facilitate Contact-Rich Tasks

Autorzy: Yunlei Shi; Zhaopeng Chen; Yansong Wu; Dimitri Henkel; Sebastian Riedel; Hongxu Liu; Qian Feng; Jianwei Zhang
Opublikowane w: Crossref, Numer 2, 2021, ISBN 978-1-6654-1715-0
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Machine Learning Algorithms for Mouse LFP Data Classification in Epilepsy

Autorzy: Golfidis, A., Vinos, M., Vassilopoulos, N., Papadaki, E., Skaliora, I. and Cutsuridis, V
Opublikowane w: BIOSIGNALS: In Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023), Numer Volume 4: BIOSIGNALS, 16-18 February 2023, 2023, Strona(/y) 36-47, ISBN 978-989-758-631-6
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BUILDING BLOCKS FOR A COMPLEX-VALUED TRANSFORMER ARCHITECTURE

Autorzy: Florian Eilers, Xiaoyi Jiang
Opublikowane w: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Numer 4-10 June 2023, 2023, Strona(/y) 1-5, ISBN 978-1-7281-6327-7
Wydawca: Curran Associates
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Reducing the need for bounding box annotations in object detection using image classification data

Autorzy: Blanger L, Hirata N, Jiang X
Opublikowane w: 2021
Wydawca: SIBGRAPI 2021 34th Conference on Graphics, Patterns and Images
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Accelerating Motion Perception Model Mimics the Visual Neuronal Ensemble of Crab

Autorzy: H. Luan, M. Hua, J. Peng, S. Yue, S. Chen and Q. Fu
Opublikowane w: 2022 International Joint Conference on Neural Networks (IJCNN), Numer 18-23 July 22, 2022, Strona(/y) 1-8, ISBN 978-1-7281-8671-9
Wydawca: IEEE
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A Bioinspired Airfoil Optimization Technique Using Nash Genetic Algorithm

Autorzy: Hamid Isakhani, Caihua Xiong, Shigang Yue, Wenbin Chen
Opublikowane w: 2020 17th International Conference on Ubiquitous Robots (UR), Numer IEEE, 2020, Strona(/y) 506-513, ISBN 978-1-7281-5715-3
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Temperature-based Collision Detection in Extreme Low Light Condition with Bio-inspired LGMD Neural Network

Autorzy: Yicheng Zhang, Cheng Hu, Mei Liu, Hao Luan, Fang Lei, Heriberto Cuayahuitl and Shigang Yue
Opublikowane w: Journal of Physics: Conference Series, 2021 2nd International Symposium on Automation, Information and Computing (ISAIC 2021), Numer Volume 2224, 03/12/21-06/12/21, 2021
Wydawca: IOP Publishing Ltd
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Investigating Refractoriness in Collision Perception Neuronal Model

Autorzy: Mu Hua, Qinbing Fu, Wenting Duan, Shigang Yue
Opublikowane w: 2021 International Joint Conference on Neural Networks (IJCNN), Numer IEEE, 2021, Strona(/y) 1-8, ISBN 978-1-6654-3900-8
Wydawca: IEEE
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O-LGMD: An Opponent Colour LGMD-Based Model for Collision Detection with Thermal Images at Night

Autorzy: Yicheng Zhang, Jiannan Zhao, Mu Hua, Hao Luan, Mei Liu, Fang Lei, Heriberto Cuayahuitl, and Shigang Yue
Opublikowane w: Part of the Lecture Notes in Computer Science book series (LNCS,volume 13531), Numer LNCS,volume 13531, 2022, Strona(/y) Pages 249–260, ISBN 978-3-031-15933-6
Wydawca: Springer, Cham
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Fabrication and Mechanical Analysis of Bioinspired Gliding-optimized Wing Prototypes for Micro Aerial Vehicles

Autorzy: Hamid Isakhani, Shigang Yue, Caihua Xiong, Wenbin Chen, Xuelong Sun, Tian Liu
Opublikowane w: 2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM), 2020, Strona(/y) 602-608, ISBN 978-1-7281-6479-3
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Interpolation Kernel Machine and Indefinite Kernel Methods for Graph Classification

Autorzy: Jiaqi Zhang, Cheng-Lin Liu & Xiaoyi Jiang
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Complementary Visual Neuronal Systems Model for Collision Sensing

Autorzy: Qinbing Fu, Shigang Yue
Opublikowane w: 2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM), 2020, Strona(/y) 609-615, ISBN 978-1-7281-6479-3
Wydawca: IEEE
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Towards Precise Model-free Robotic Grasping with Sim-to-Real Transfer Learning

Autorzy: Lei Zhang; Kaixin Bai; Zhaopeng Chen; Yunlei Shi; Jianwei Zhang
Opublikowane w: 2022 IEEE International Conference on Robotics and Biomimetics (ROBIO), Jinghong, China, Numer 05-09 December 2022, 2022, ISBN 978-1-6654-8110-6
Wydawca: IEEE
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A Mobile Robot Hand-Arm Teleoperation System by Vision and IMU

Autorzy: Shuang Li, Jiaxi Jiang, Philipp Ruppel, Hongzhuo Liang, Xiaojian Ma, Norman Hendrich, Fuchun Sun, Jianwei Zhang
Opublikowane w: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Numer 10 February 2021, 2021, ISBN 978-1-7281-6213-3
Wydawca: IEEE
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Proactive Action Visual Residual Reinforcement Learning for Contact-Rich Tasks Using a Torque-Controlled Robot

Autorzy: Yunlei Shi, Zhaopeng Chen, Hongxu Liu, Sebastian Riedel, Chunhui Gao, Qian Feng, Jun Deng, Jianwei Zhang
Opublikowane w: 2021 IEEE International Conference on Robotics and Automation (ICRA), 2021, Strona(/y) 765-771, ISBN 978-1-7281-9077-8
Wydawca: IEEE
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Learning Spatial and Spectral Features VIA 2D-1D Generative Adversarial Network for Hyperspectral Image Super-Resolution

Autorzy: Ruituo Jiang, Xu Li, Shaohui Mei, Lixin Li, Shigang Yue, Lei Zhang
Opublikowane w: 2019 IEEE International Conference on Image Processing (ICIP), Numer 22-25 September 2019, 2019, Strona(/y) 2149-2153, ISBN 978-1-5386-6249-6
Wydawca: IEEE
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Learning Spectral and Spatial Features Based on Generative Adversarial Network for Hyperspectral Image Super-Resolution

Autorzy: Ruituo Jiang, Xu Li, Ang Gao, Lixin Li, Hongying Meng, Shigang Yue, Lei Zhang
Opublikowane w: IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Numer 28 July - 2 August 2019, 2019, Strona(/y) 3161-3164, ISBN 978-1-5386-9154-0
Wydawca: IEEE
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ColCOS Φ: A Multiple Pheromone Communication System for Swarm Robotics and Social Insects Research

Autorzy: Xuelong Sun, Tian Liu, Cheng Hu, Qinbing Fu, Shigang Yue
Opublikowane w: 2019 IEEE 4th International Conference on Advanced Robotics and Mechatronics (ICARM), Numer 3-5 July 2019, 2019, Strona(/y) 59-66, ISBN 978-1-7281-0064-7
Wydawca: IEEE
DOI: 10.1109/icarm.2019.8833989

Angular Velocity Estimation of Image Motion Mimicking the Honeybee Tunnel Centring Behaviour

Autorzy: Huatian Wang, Qinbing Fu, Hongxin Wang, Jigen Peng, Paul Baxter, Cheng Hu, Shigang Yue
Opublikowane w: 2019 International Joint Conference on Neural Networks (IJCNN), Numer 14-19 July 2019, 2019, Strona(/y) 1-7, ISBN 978-1-7281-1985-4
Wydawca: IEEE
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A Visual Neural Network for Robust Collision Perception in Vehicle Driving Scenarios

Autorzy: Qinbing Fu, Nicola Bellotto, Huatian Wang, F. Claire Rind, Hongxin Wang, Shigang Yue
Opublikowane w: Artificial Intelligence Applications and Innovations - 15th IFIP WG 12.5 International Conference, AIAI 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings, Numer 559, 2019, Strona(/y) 67-79, ISBN 978-3-030-19822-0
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-19823-7_5

Visual Cue Integration for Small Target Motion Detection in Natural Cluttered Backgrounds

Autorzy: Hongxin Wang, Jigen Peng, Qinbing Fu, Huatian Wang, Shigang Yue
Opublikowane w: 2019 International Joint Conference on Neural Networks (IJCNN), 2019, Strona(/y) 1-7, ISBN 978-1-7281-1985-4
Wydawca: IEEE
DOI: 10.1109/ijcnn.2019.8851913

An LGMD Based Competitive Collision Avoidance Strategy for UAV

Autorzy: Jiannan Zhao, Xingzao Ma, Qinbing Fu, Cheng Hu, Shigang Yue
Opublikowane w: Artificial Intelligence Applications and Innovations - 15th IFIP WG 12.5 International Conference, AIAI 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings, Numer 559, 2019, Strona(/y) 80-91, ISBN 978-3-030-19822-0
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-19823-7_6

Constant Angular Velocity Regulation for Visually Guided Terrain Following

Autorzy: Huatian Wang, Qinbing Fu, Hongxin Wang, Jigen Peng, Shigang Yue
Opublikowane w: Artificial Intelligence Applications and Innovations - 15th IFIP WG 12.5 International Conference, AIAI 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings, Numer 559, 2019, Strona(/y) 597-608, ISBN 978-3-030-19822-0
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-19823-7_50

Maximizing the Use of Environmental Constraints: A Pushing-Based Hybrid Position/Force Assembly Skill for Contact-Rich Tasks

Autorzy: Yunlei Shi, Zhaopeng Chen, Lin Cong, Yansong Wu, Martin Craiu-M¨uller, Chengjie Yuan, Chunyang Chang, Lei Zhang, Jianwei Zhang
Opublikowane w: Proceedings of the 2021 IEEE International Conference on Robotics and Biomimetics, Numer December 27-31, 2021, 2021, ISBN 978-1-6654-0535-5
Wydawca: IEEE Xplore
DOI: 10.1109/robio54168.2021.9739349

CNN architectures for road surface wetness classification from acoustic signals

Autorzy: Siavash Bahrami, Shyamala Doraisamy, Azreen Azman, Nurul Amelina Nasharuddin and Shigang Yue
Opublikowane w: Proceedings of the 8th International Conference on Computational Science and Technology, Numer Lecture Notes in Electrical Engineering book series (LNEE,volume 835), 26 March 2022, 2022, Strona(/y) pp 777–788, ISBN 978-981-16-8514-9
Wydawca: Springer Nature Switzerland AG
DOI: 10.1007/978-981-16-8515-6_59

A Bio-inspired Dark Adaptation Framework for Low-light Image Enhancement

Autorzy: Fang Lei
Opublikowane w: 2022 International Joint Conference on Neural Networks (IJCNN), Numer 18-23 July 22, 2022, Strona(/y) 1-8, ISBN 978-1-7281-8671-9
Wydawca: IEEE
DOI: 10.1109/ijcnn55064.2022.9892877

Quadratic Kernel Learning for Interpolation Kernel Machine Based Graph Classification

Autorzy: Jiaqi Zhang, Chenlin Liu, Xiaoyi Jiang
Opublikowane w: GbRPR 2023. Lecture Notes in Computer Science, vol 14121, Numer 24 August 2023, 2023, ISBN 978-3-031-42794-7
Wydawca: Springer, Cham
DOI: 10.1007/978-3-031-42795-4_1

Investigating Multiple Pheromones in Swarm Robots - A Case Study of Multi-Robot Deployment

Autorzy: T. Liu, X. Sun, C. Hu, Q. Fu, H. Isakhani, S. Yue
Opublikowane w: 2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM), Numer 18-21 Dec. 2020, 2020, Strona(/y) pp. 595-601, ISBN 978-1-7281-6479-3
Wydawca: IEEE
DOI: 10.1109/icarm49381.2020.9195311

Center-of-Mass-based Robust Grasp Planning for Unknown Objects Using Tactile-Visual Sensors

Autorzy: Qian Feng, Zhaopeng Chen, Jun Deng, Chunhui Gao, Jianwei Zhang, Alois Knoll
Opublikowane w: 2020 IEEE International Conference on Robotics and Automation (ICRA), Numer 31 May-31 Aug. 2020, 2020, Strona(/y) 610-617, ISBN 978-1-7281-7395-5
Wydawca: IEEE
DOI: 10.1109/icra40945.2020.9196815

Acoustic Feature Analysis for Wet and Dry Road Surface Classification Using Two-stream CNN

Autorzy: Bahrami, Siavash; Doraisamy, Shyamala; Azman, Azreen; Nasharuddin, Nurul Amelina; Yue, Shigang
Opublikowane w: CSAI 2020: 2020 4th International Conference on Computer Science and Artificial Intelligence, Numer December 2020, 2020, Strona(/y) Pages 194–20
Wydawca: Association for Computing Machinery New York, NY, United States
DOI: 10.1145/3445815.3445847

Competition between ON and OFF Neural Pathways Enhancing Collision Selectivity

Autorzy: Fang Lei, Zhiping Peng, Vassilis Cutsuridis, Mei Liu, Yicheng Zhang, Shigang Yue
Opublikowane w: 2020 International Joint Conference on Neural Networks (IJCNN), Numer 19-24 July 2020, 2020, ISBN 978-1-7281-6927-9
Wydawca: IEEE
DOI: 10.1109/ijcnn48605.2020.9207131

A Versatile Vision-Pheromone-Communication Platform for Swarm Robotics

Autorzy: Tian Liu, Xuelong Sun, Cheng Hu, Qinbing Fu, Shigang Yue
Opublikowane w: 2021 IEEE International Conference on Robotics and Automation (ICRA), 2021, Strona(/y) 7261-7266, ISBN 978-1-7281-9077-8
Wydawca: IEEE
DOI: 10.1109/icra48506.2021.9561911

Robust Robotic Pouring using Audition and Haptics

Autorzy: Hongzhuo Liang, Chuangchuang Zhou, Shuang Li, Xiaojian Ma, Norman Hendrich, Timo Gerkmann, Fuchun Sun and Jianwei Zhang
Opublikowane w: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Numer 10 February 2021, 2021, ISBN 978-1-7281-6213-3
Wydawca: IEEE
DOI: 10.1109/iros45743.2020.9340859

Improving Recall in an Associative Neural Network Model of the Hippocampus

Autorzy: Nikolaos Andreakos, Shigang Yue, Vassilis Cutsuridis
Opublikowane w: Biomimetic and Biohybrid Systems - 9th International Conference, Living Machines 2020, Freiburg, Germany, July 28–30, 2020, Proceedings, Numer 12413, 2020, Strona(/y) 1-11, ISBN 978-3-030-64312-6
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-64313-3_1

Recall Performance Improvement in a Bio-Inspired Model of the Mammalian Hippocampus

Autorzy: Nikolaos Andreakos, Shigang Yue, Vassilis Cutsuridis
Opublikowane w: Brain Informatics - 13th International Conference, BI 2020, Padua, Italy, September 19, 2020, Proceedings, Numer 12241, 2020, Strona(/y) 319-328, ISBN 978-3-030-59276-9
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-59277-6_29

Multimodal Object Analysis with Auditory and Tactile Sensing Using Recurrent Neural Networks

Autorzy: Yannick Jonetzko, Niklas Fiedler, Manfred Eppe, Jianwei Zhang
Opublikowane w: Cognitive Systems and Signal Processing - 5th International Conference, ICCSIP 2020, Zhuhai, China, December 25–27, 2020, Revised Selected Papers, Numer 1397, 2021, Strona(/y) 253-265, ISBN 978-981-16-2335-6
Wydawca: Springer Singapore
DOI: 10.1007/978-981-16-2336-3_23

Layer-Wise Relevance Propagation Based Sample Condensation for Kernel Machines

Autorzy: Daniel Winter, Ang Bian, Xiaoyi Jiang
Opublikowane w: Computer Analysis of Images and Patterns - 19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part I, Numer 13052, 2021, Strona(/y) 487-496, ISBN 978-3-030-89127-5
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-89128-2_47

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