Mengyu Zhu

Research output

Research output per year 1999 2001 2006 2008 2009 2010 2017 2018 2019 2022 2024

• 23 Conference contribution
• 6 Article
• 2 Conference article

Research output per year

Research output per year

Search results

• 2024

  FCTrans UNet: A Hybrid CNN and Transformer Model for Medical Image Segmentations

  Cheng, H. & Zhu, M., 2024, 2024 5th International Seminar on Artificial Intelligence, Networking and Information Technology, AINIT 2024. Institute of Electrical and Electronics Engineers Inc., p. 1277-1282 6 p. (2024 5th International Seminar on Artificial Intelligence, Networking and Information Technology, AINIT 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Medical Image Segmentation 100%
  • Image Segmentation 100%
  • Neural Network 100%
  • Feature Extraction 66%
• 2023

  MC-MLP: A Multiple Coordinate Frames MLP-Like Architecture for Vision

  Zhu, Z., Zhao, J., Mu, T., Yang, Y. & Zhu, M., 2023, Artificial Neural Networks and Machine Learning – ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Proceedings. Iliadis, L., Papaleonidas, A., Angelov, P. & Jayne, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 446-456 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14255 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Multilayer Perceptron 100%
  • Deep Learning 11%
  • Receptive Field 11%
  • Image Classification 11%
  • Computer Vision 11%
• 2022

  Competitive and Collaborative Learning Accelerates the Convergence of Deep Convolutional Neural Networks

  Dang, Y., Yang, Y., Chen, Y., Zhu, M. & Yin, D., 2022, 2022 7th International Conference on Cloud Computing and Big Data Analytics, ICCCBDA 2022. Institute of Electrical and Electronics Engineers Inc., p. 431-438 8 p. (2022 7th International Conference on Cloud Computing and Big Data Analytics, ICCCBDA 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Convolutional Neural Networks 100%
  • Speed Convergence 100%
  • Collaborative Learning 100%
  • Convolutional Neural Network 66%
  • Feature Fusion 66%
• 2019

  Research on facial expression recognition algorithm based on convolutional neural network

  Zhang, X., Yang, Y., Zhang, L., Li, W., Dang, S., Wang, P. & Zhu, M., May 2019, 2019 28th Wireless and Optical Communications Conference, WOCC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8770616. (2019 28th Wireless and Optical Communications Conference, WOCC 2019 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Recognition Algorithm 100%
  • Facial Expression 100%
  • Expression Recognition 100%
  • Network Structures 50%
  2 Citations (Scopus)

• Research on human action recognition based on convolutional neural network

  Wang, P., Yang, Y., Li, W., Zhang, L., Wang, M., Zhang, X. & Zhu, M., May 2019, 2019 28th Wireless and Optical Communications Conference, WOCC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8770575. (2019 28th Wireless and Optical Communications Conference, WOCC 2019 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • human action recognition 100%
  • Recognition Algorithm 50%
  • Generative Adversarial Networks 50%
  • Convolution Kernel 50%
  3 Citations (Scopus)
• 2018

  CAPTCHA Identification Based on Convolution Neural Network

  Wang, M., Yang, Y., Zhu, M. & Liu, J., 20 Sept 2018, Proceedings of 2018 2nd IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2018. Xu, B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 364-368 5 p. 8469705. (Proceedings of 2018 2nd IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • CAPTCHA 100%
  • Sliding Window 20%
  • Effective Method 20%
  • Network Parameter 20%
  4 Citations (Scopus)

• Convolutional Neural Network Architecture for Semaphore Recognition

  Li, W., Yang, Y., Wang, M., Zhang, L. & Zhu, M., 2 Jul 2018, ICSESS 2018 - Proceedings of 2018 IEEE 9th International Conference on Software Engineering and Service Science. Wenzheng, L. & Babu, M. S. P. (eds.). IEEE Computer Society, p. 559-562 4 p. 8663885. (Proceedings of the IEEE International Conference on Software Engineering and Service Sciences, ICSESS; vol. 2018-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Convolution Layer 100%
  • Neural Network Architecture 100%
  • Deep Learning 50%
  • Experimental Result 50%
  1 Citation (Scopus)

• Research of Facial Expression Recognition Based on Deep Learning

  Zhang, L., Yang, Y., Li, W., Dang, S. & Zhu, M., 2 Jul 2018, ICSESS 2018 - Proceedings of 2018 IEEE 9th International Conference on Software Engineering and Service Science. Wenzheng, L. & Babu, M. S. P. (eds.). IEEE Computer Society, p. 688-691 4 p. 8663777. (Proceedings of the IEEE International Conference on Software Engineering and Service Sciences, ICSESS; vol. 2018-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning 100%
  • Facial Expression 100%
  • Expression Recognition 100%
  • Average Accuracy 66%
  • Convolutional Neural Network 66%
  4 Citations (Scopus)
• 2017

  A convolutional neural network approach for semaphore flag signaling recognition

  Zhao, Q., Li, Y., Yang, N., Yang, Y. & Zhu, M., 27 Mar 2017, 2016 IEEE International Conference on Signal and Image Processing, ICSIP 2016. Institute of Electrical and Electronics Engineers Inc., p. 466-470 5 p. 7888306. (2016 IEEE International Conference on Signal and Image Processing, ICSIP 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural Network 100%
  • Convolutional Neural Network 100%
  • Alphabetic Character 20%
  4 Citations (Scopus)

• Convolutional neural networks based on sparse coding for human postures recognition

  Yang, N., Li, Y., Yang, Y. & Zhu, M., 2017, AOPC 2017: Optical Sensing and Imaging Technology and Applications. Jiang, Y., Chen, W., Gong, H. & Li, J. (eds.). SPIE, 104622B. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10462).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Convolution Kernel 100%
  • Experimental Result 50%
  • Recognition Rate 50%
  1 Citation (Scopus)

• Max-pooling convolutional neural network for Chinese digital gesture recognition

  Qian, Z., Yawei, L., Mengyu, Z., Yuliang, Y., Ling, X., Chunyu, X. & Lin, L., 2017, Information Technology and Intelligent Transportation System - Volume 2, Proceedings of the International Conference on Information Technology and Intelligent Transportation Systems, ITITS 2015. Jain, L. C., Zhao, X. & Balas, V. E. (eds.). Springer Verlag, p. 79-89 11 p. (Advances in Intelligent Systems and Computing; vol. 455).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural Network 100%
  • Meaningless Gesture 50%
• 2016

  A pre-training strategy for convolutional neural network applied to Chinese digital gesture recognition

  Li, Y., Yang, Y., Chen, Y. & Zhu, M., 7 Oct 2016, Proceedings of 2016 8th IEEE International Conference on Communication Software and Networks, ICCSN 2016. Institute of Electrical and Electronics Engineers Inc., p. 620-624 5 p. 7586597. (Proceedings of 2016 8th IEEE International Conference on Communication Software and Networks, ICCSN 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Gesture Recognition 100%
  • Convolution Kernel 50%
  • Component Analysis 25%
  • Principal Components 25%
  7 Citations (Scopus)
• 2013

  Research on inter hospital and ambulance data transmission using LT-coding over VANET

  Liu, W., Yang, Y. & Zhu, M., 2013, 2013 ICME International Conference on Complex Medical Engineering, CME 2013. p. 119-123 5 p. 6548223. (2013 ICME International Conference on Complex Medical Engineering, CME 2013).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Lower Mortality 100%
  • Restoring Data 100%
  • Encoded Message 100%
  6 Citations (Scopus)
• 2010

  An improved routing protocol based on velocity and direction classification in vanet

  Guo, F., Yang, Y., An, J. & Zhu, M., 2010, ICCTP 2010: Integrated Transportation Systems: Green, Intelligent, Reliable - Proceedings of the 10th International Conference of Chinese Transportation Professionals. p. 2077-2085 9 p. (ICCTP 2010: Integrated Transportation Systems: Green, Intelligent, Reliable - Proceedings of the 10th International Conference of Chinese Transportation Professionals; vol. 382).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Online Traffic 100%

• Research on ID resolution of speech communication in VANET

  Jianwei, A., Fengyuan, G., Yuliang, Y. & Mengyu, Z., 2010, 2010 WRI International Conference on Communications and Mobile Computing, CMC 2010. p. 532-535 4 p. 5471631. (2010 WRI International Conference on Communications and Mobile Computing, CMC 2010; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Nodes 100%
• 2009

  A fuzzy fusion algorithm for radar/infrared sensors

  Zhu, M. Y. & Yang, Y. L., 2009, IET International Radar Conference 2009. 551 CP ed. (IET Conference Publications; no. 551 CP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Ambiguity Function 100%
  • Infrared Sensor 100%
  • Multisensor Fusion 100%
  • Simulation Result 50%
  • Sensor Data 50%

• A neural network non-uniformity correction algorithm for IRFPA

  Zhu, M. & Yang, Y., 2009, International Symposium on Photoelectronic Detection and Imaging 2009 - Advances in Infrared Imaging and Applications. 73834A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7383).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural Network 100%
  • Correction Algorithm 100%
  • Infrared Radiation 100%
  • Artificial Neural Network 100%

• An improved simulated annealing algorithm for vector quantizer design

  Zhu, M. & Yang, Y., 2009, 2009 World Summit on Genetic and Evolutionary Computation, 2009 GEC Summit - Proceedings of the 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation, GEC'09. p. 1077-1080 4 p. (2009 World Summit on Genetic and Evolutionary Computation, 2009 GEC Summit - Proceedings of the 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation, GEC'09).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Distortion Measure 100%
• 2008

  A new image fusion algorithm based on Fuzzy Logic

  Zhu, M. & Yang, Y., 2008, Proceedings - International Conference on Intelligent Computation Technology and Automation, ICICTA 2008. p. 83-86 4 p. 4659727. (Proceedings - International Conference on Intelligent Computation Technology and Automation, ICICTA 2008; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fuzzy Logic 100%
  • image fusion algorithm 100%
  • Image Fusion 100%
  • Wavelet 100%
  • Wavelet Transforms 66%
  23 Citations (Scopus)

• Iterative phase compensation for underwater acoustic communications

  Mengyu, Z. & Yuliang, Y., 2008, Proceedings - 2008 Pacific-Asia Workshop on Computational Intelligence and Industrial Application, PACIIA 2008. p. 579-582 4 p. 4756841. (Proceedings - 2008 Pacific-Asia Workshop on Computational Intelligence and Industrial Application, PACIIA 2008; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Joints (Structural Components) 100%
  • Equalizers 100%
  • Phase Sequence 100%
  • Underwater Acoustics 100%

• Research on aerial CCD images compression with JPEG2000

  Zhu, M. & Yang, Y., 2008, 2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008. p. 582-585 4 p. 4810555. (2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Aerial Image 100%
  • Transmissions 33%
  • High Resolution 33%
  • Field Programmable Gate Arrays 33%
  • Compression Algorithm 33%
  1 Citation (Scopus)
• 2006

  A new way for the detection and recognition of bridges

  Zhu, M., 2006, 8th International Conference on Signal Processing, ICSP 2006. Institute of Electrical and Electronics Engineers Inc., 4128968. (International Conference on Signal Processing Proceedings, ICSP; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Feature Extraction 100%
  • Power Loss 100%
  • Cluster Algorithm 100%
  • Remote Sensing 100%
  • Pattern Recognition 50%
  3 Citations (Scopus)
• 2004

  An efficient FPGA design for lifting wavelet

  Zhu, M., Yang, Y. & Zhao, B., 2004, ICCEA 2004 - 2004 3rd International Conference on Computational Electromagnetics and its Applications, Proceedings. Benqing, G. & Xiaowen, X. (eds.). p. 508-511 4 p. (ICCEA 2004 - 2004 3rd International Conference on Computational Electromagnetics and its Applications, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Wavelet 100%
  • Field Programmable Gate Arrays 100%
  • Lifting Scheme 66%
  • Memory Requirement 50%
  • Wavelet Transforms 33%
  1 Citation (Scopus)