default search action
Mengxi Liu
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j19]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) - [j18]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): 4:1-4:49 (2024) - [j17]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: 13657-13668 (2024) - [j16]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: 1-13 (2024) - [c20]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: 33-47 - [c19]Mengxi Liu, Hymalai Bello, Bo Zhou, Paul Lukowicz, Jakob Karolus:
iFace: Hand-Over-Face Gesture Recognition Leveraging Impedance Sensing. AHs 2024: 131-137 - [c18]Sizhen Bian, Pixi Kang, Julian Moosmann, Mengxi Liu, Pietro Bonazzi, Roman Rosipal, Michele Magno:
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface. ISWC 2024: 9-16 - [c17]Mengxi Liu, Sizhen Bian, Bo Zhou, Paul Lukowicz:
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets. ISWC 2024: 89-95 - [c16]Mengxi Liu, Jakob Karolus, Bo Zhou, Paul Lukowicz:
Heterogeneous Data in Health Applications: An Algorithmic Approach Leveraging Continual Learning. MuC (Workshopband) 2024 - [c15]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: 194-205 - [c14]Mengxi Liu:
Impedance Sensing-Centered Pervasive and Wearable Activity Recognition on Edge Devices. PerCom Workshops 2024: 368-369 - [i15]Daniel Geißler, Bo Zhou, Mengxi Liu, Sungho Suh, Paul Lukowicz:
The Power of Training: How Different Neural Network Setups Influence the Energy Demand. CoRR abs/2401.01851 (2024) - [i14]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 abs/2401.05426 (2024) - [i13]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 abs/2401.06000 (2024) - [i12]Mengxi Liu, Vítor Fortes Rey, Yu Zhang, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz:
iMove: Exploring Bio-impedance Sensing for Fitness Activity Recognition. CoRR abs/2402.09445 (2024) - [i11]Mengxi Liu, Hymalai Bello, Bo Zhou, Paul Lukowicz, Jakob Karolus:
iFace: Hand-Over-Face Gesture Recognition Leveraging Impedance Sensing. CoRR abs/2403.18433 (2024) - [i10]Mengxi Liu, Sizhen Bian, Bo Zhou, Paul Lukowicz:
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets. CoRR abs/2406.01646 (2024) - [i9]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 abs/2406.11914 (2024) - [i8]Lala Shakti Swarup Ray, Daniel Geißler, Mengxi Liu, Bo Zhou, Sungho Suh, Paul Lukowicz:
ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-based Human Activity Recogntion. CoRR abs/2408.09527 (2024) - [i7]Sizhen Bian, Pixi Kang, Julian Moosmann, Mengxi Liu, Pietro Bonazzi, Roman Rosipal, Michele Magno:
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface. CoRR abs/2409.00083 (2024) - [i6]Hymalai Bello, Daniel Geißler, Lala Shakti Swarup Ray, Stefan Müller-Divéky, Peter Müller, Shannon Kittrell, Mengxi Liu, Bo Zhou, Paul Lukowicz:
Towards certifiable AI in aviation: landscape, challenges, and opportunities. CoRR abs/2409.08666 (2024) - 2023
- [j15]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: 3148-3157 (2023) - [c13]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: 110-118 - [c12]Mengxi Liu, Yu Zhang, Bo Zhou, Sizhen Bian, Agnes Grünerbl, Paul Lukowicz:
iEat: Human-food interaction with bio-impedance sensing. UbiComp/ISWC Adjunct 2023: 207 - [c11]Sizhen Bian, Bo Zhou, Paul Lukowicz, Mengxi Liu, Michele Magno, Kexuan Guo:
3D Hand Tracking with Induced Magnetic Field. PerCom Workshops 2023: 589-594 - [i5]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. CoRR abs/2305.12824 (2023) - 2022
- [j14]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: 1-5 (2022) - [j13]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: 1-5 (2022) - [j12]Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz:
The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey. Sensors 22(12): 4596 (2022) - [j11]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: 4297-4306 (2022) - [j10]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: 5163-5176 (2022) - [j9]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: 10017-10026 (2022) - [j8]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: 1-13 (2022) - [j7]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: 1-18 (2022) - [j6]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: 1-16 (2022) - [c10]Mengxi Liu, Guangjun Zai, Guofu Wang, Weiwei Shi, Guanqun Zhang:
Research on the application of artificial intelligence algorithms in drought prediction. EITCE 2022: 1845-1850 - [c9]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: 78-80 - [c8]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: 356-363 - [c7]Mengxi Liu, Jianlong Li, Zeteng Li, Qian Shi:
A Deep Learning Method for Fined-Grained Urban Green Space Mapping. IGARSS 2022: 6029-6032 - [c6]Mengxi Liu, Sizhen Bian, Paul Lukowicz:
Non-contact, real-time eye blink detection with capacitive sensing. ISWC 2022: 49-53 - [i4]Sizhen Bian, Kexuan Guo, Mengxi Liu, Bo Zhou, Paul Lukowicz:
Magnetic Field Based Hand Tracking. CoRR abs/2207.08464 (2022) - [i3]Mengxi Liu, Sungho Suh, Bo Zhou, Agnes Grünerbl, Paul Lukowicz:
Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition. CoRR abs/2210.00888 (2022) - [i2]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 abs/2210.06285 (2022) - 2021
- [c5]Mengxi Liu, Yingliang Li, Zheng Wang:
A propelled multiple fusion Deep Belief Network for weld defects detection. CCRIS 2021: 141-146 - [c4]Mengxi Liu:
A Brief Introduction of Chinese Taboos in Chinese Education. CIPAE 2021: 45-48 - [c3]Mengxi Liu, Qian Shi:
DSAMNet: A Deeply Supervised Attention Metric Based Network for Change Detection of High-Resolution Images. IGARSS 2021: 6159-6162 - [c2]Mengxi Liu, Yingliang Li:
Research of DBN PLSR algorithm Based on Sparse Constraint. PRIS 2021: 43-46 - [i1]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 abs/2103.00188 (2021) - 2020
- [j5]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): 1430-1434 (2020) - [j4]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): 1204 (2020) - [c1]Mengxi Liu, Qian Shi, Penghua Liu, Cheng Wan:
Siamese Generative Adversarial Network for Change Detection Under Different Scales. IGARSS 2020: 2543-2546
2010 – 2019
- 2019
- [j3]Lili Ding, Mengxi Liu, Wanglin Kang, Xin Zhao:
Prior-free auction mechanism for online supplier with risk taking. Comput. Ind. Eng. 133: 1-8 (2019) - [j2]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): 830 (2019) - 2014
- [j1]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): 955-962 (2014)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-22 21:14 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint