Mengxi Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 47

Top Topics

Change Detection

Activity Recognition

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Publications

Daniel Geißler, Bo Zhou, Mengxi Liu, Sungho Suh, Paul Lukowicz
The Power of Training: How Different Neural Network Setups Influence the Energy Demand. ARCS (2024)
Mengxi Liu, Sizhen Bian, Zimin Zhao, Bo Zhou, Paul Lukowicz
Energy-efficient, low-latency, and non-contact eye blink detection with capacitive sensing. Frontiers Comput. Sci. 6 (2024)
Mengxi Liu, Zimin Zhao, Daniel Geißler, Bo Zhou, Sungho Suh, Paul Lukowicz
CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition. CoRR (2024)
Daniel Geißler, Bo Zhou, Mengxi Liu, Sungho Suh, Paul Lukowicz
The Power of Training: How Different Neural Network Setups Influence the Energy Demand. CoRR (2024)
Mengxi Liu
Impedance Sensing-Centered Pervasive and Wearable Activity Recognition on Edge Devices. PerCom Workshops (2024)
Mengxi Liu, Hymalai Bello, Bo Zhou, Paul Lukowicz, Jakob Karolus
iFace: Hand-Over-Face Gesture Recognition Leveraging Impedance Sensing. AHs (2024)
Mengxi Liu, Vitor Fortes Rey, Yu Zhang, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz
iMove: Exploring Bio-impedance Sensing for Fitness Activity Recognition. CoRR (2024)
Mengxi Liu, Vítor Fortes Rey, Yu Zhang, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz
iMove: Exploring Bio-Impedance Sensing for Fitness Activity Recognition. PerCom (2024)
Zhuoqun Chai, Mengxi Liu, Qian Shi, Yuanyuan Zhang, Minglin Zuo, Da He
Fine-Grained Urban Village Extraction by Mask Transformer From High-Resolution Satellite Images in Pearl River Delta. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Mengxi Liu, Sizhen Bian, Bo Zhou, Paul Lukowicz
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets. CoRR (2024)
Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz, Michele Magno
Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey. CoRR (2024)
Mengxi Liu, Daniel Geißler, Dominique Nshimyimana, Sizhen Bian, Bo Zhou, Paul Lukowicz
Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition. CoRR (2024)
Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz, Michele Magno
Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (1) (2024)
Mengxi Liu, Simin Lin, Yutong Zhong, Qian Shi, Jiaqi Li
A Memory-Guided Network and a Novel Dataset for Cropland Semantic Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Mengxi Liu, Hymalai Bello, Bo Zhou, Paul Lukowicz, Jakob Karolus
iFace: Hand-Over-Face Gesture Recognition Leveraging Impedance Sensing. CoRR (2024)
Sizhen Bian, Bo Zhou, Paul Lukowicz, Mengxi Liu, Michele Magno, Kexuan Guo
3D Hand Tracking with Induced Magnetic Field. PerCom Workshops (2023)
Mengxi Liu, Yu Zhang, Bo Zhou, Sizhen Bian, Agnes Grünerbl, Paul Lukowicz
iEat: Human-food interaction with bio-impedance sensing. UbiComp/ISWC Adjunct (2023)
Mengxi Liu, Xuezhang Li, Zhuoqun Chai, Anqi Chen, Yuanyuan Zhang, Qingnian Zhang
Dense Temperature Mapping and Heat Wave Risk Analysis Based on Multisource Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Mengxi Liu, Bo Zhou, Zimin Zhao, Hyeonseok Hong, Hyun Kim, Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors. ASAP (2023)
Mengxi Liu, Bo Zhou, Zimin Zhao, Hyeonseok Hong, Hyun Kim, Sungho Suh, Vitor Fortes Rey, Paul Lukowicz
FieldHAR: A Fully Integrated End-to-end RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors. CoRR (2023)
Mengxi Liu, Sungho Suh, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition. CoRR (2022)
Mengxi Liu, Zhuoqun Chai, Haojun Deng, Rong Liu
A CNN-Transformer Network With Multiscale Context Aggregation for Fine-Grained Cropland Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Mengxi Liu, Pengyuan Zhang, Qian Shi, Mengwei Liu
An Adversarial Domain Adaptation Framework With KL-Constraint for Remote Sensing Land Cover Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Mengxi Liu, Guangjun Zai, Guofu Wang, Weiwei Shi, Guanqun Zhang
Research on the application of artificial intelligence algorithms in drought prediction. EITCE (2022)
Mengxi Liu, Sizhen Bian, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
Smart Cup: An impedance sensing based fluid intake monitoring system for beverages classification and freshness detection. UbiComp/ISWC Adjunct (2022)
Sizhen Bian, Kexuan Guo, Mengxi Liu, Bo Zhou, Paul Lukowicz
Magnetic Field Based Hand Tracking. CoRR (2022)
Mengxi Liu, Qian Shi, Zhuoqun Chai, Jianlong Li
PA-Former: Learning Prior-Aware Transformer for Remote Sensing Building Change Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Mengxi Liu, Jianlong Li, Zeteng Li, Qian Shi
A Deep Learning Method for Fined-Grained Urban Green Space Mapping. IGARSS (2022)
Mengxi Liu, Sizhen Bian, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
Smart Cup: An impedance sensing based fluid intake monitoring system for beverages classification and freshness detection. CoRR (2022)
Mengxi Liu, Sungho Suh, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition. UbiComp/ISWC Adjunct (2022)
Mengxi Liu, Haojun Deng, Wen Dong
Identification of Mangrove Invasive Plant Derris Trifoliate Using UAV Images and Deep Learning Algorithms. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz
The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey. Sensors 22 (12) (2022)
Mengxi Liu, Qian Shi, Jianlong Li, Zhuoqun Chai
Learning Token-Aligned Representations With Multimodel Transformers for Different-Resolution Change Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qian Shi, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang
A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Mengxi Liu, Sizhen Bian, Paul Lukowicz
Non-contact, real-time eye blink detection with capacitive sensing. ISWC (2022)
Haoyang Li, Fangjie Zhu, Xiaoyu Zheng, Mengxi Liu, Guangzhao Chen
MSCDUNet: A Deep Learning Framework for Built-Up Area Change Detection Integrating Multispectral, SAR, and VHR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Mengxi Liu, Yingliang Li
Research of DBN PLSR algorithm Based on Sparse Constraint. PRIS (2021)
Mengxi Liu
A Brief Introduction of Chinese Taboos in Chinese Education. CIPAE (2021)
Mengxi Liu, Qian Shi
DSAMNet: A Deeply Supervised Attention Metric Based Network for Change Detection of High-Resolution Images. IGARSS (2021)
Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions. CoRR (2021)
Mengxi Liu, Yingliang Li, Zheng Wang
A propelled multiple fusion Deep Belief Network for weld defects detection. CCRIS (2021)
Mengxi Liu, Qian Shi, Penghua Liu, Cheng Wan
Siamese Generative Adversarial Network for Change Detection Under Different Scales. IGARSS (2020)
Xinyu Dou, Chenyu Li, Qian Shi, Mengxi Liu
Super-Resolution for Hyperspectral Remote Sensing Images Based on the 3D Attention-SRGAN Network. Remote. Sens. 12 (7) (2020)
Qian Shi, Mengxi Liu, Xiaoping Liu, Penghua Liu, Pengyuan Zhang, Jinxing Yang, Xia Li
Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images. IEEE Geosci. Remote. Sens. Lett. 17 (8) (2020)
Lili Ding, Mengxi Liu, Wanglin Kang, Xin Zhao
Prior-free auction mechanism for online supplier with risk taking. Comput. Ind. Eng. 133 (2019)
Penghua Liu, Xiaoping Liu, Mengxi Liu, Qian Shi, Jinxing Yang, Xiaocong Xu, Yuanying Zhang
Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network. Remote. Sens. 11 (7) (2019)
Shuai Liu, Mengxi Liu, Qi Jia, Lingyun Qi, Haipeng Li
A Fast Fractal Coding Method for Image with Primary Additional Errors. J. Multim. 9 (7) (2014)