InnoHAR: A Deep Neural Network for Complex Human Activity Recognition
Cited by (333)
Items 101–200 of 333
- A Novel Smartphone-Based Human Activity Recognition Approach using Convolutional Autoencoder Long Short-Term Memory NetworkDipanwita Thakur, Sandip Roy, Suparna Biswas, Edmond S. L. Ho, Samiran Chattopadhyay, Sachin S. Shetty · 2023 · IEEE International Conference on Information Reuse and Integration (IRI)
- Optimizing Deep LSTM Model through Hyperparameter Tuning for Sensor-Based Human Activity Recognition in Smart HomeMariam El Ghazi, Noura Aknin · 2024 · Informatica
- Feature Fusion of a Deep-Learning Algorithm into Wearable Sensor Devices for Human Activity RecognitionChih-Ta Yen, Jia-Xian Liao, Yi-Kai Huang · 2021 · Sensors
- Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and RecommendationsYiyuan Zhang, Ine D’Haeseleer, José Coelho, Vero Vanden Abeele, Bart Vanrumste · 2021 · Sensors
- An effective swimming stroke recognition system utilizing deep learning based on inertial measurement unitsLongwen Chen, Dean Hu · 2022 · Advanced Robotics
- Improving Cross-Subject Activity Recognition via Adversarial LearningClayton Frederick Souza Leite, Yu Xiao · 2020 · IEEE Access
- Moving the Lab into the Mountains: A Pilot Study of Human Activity Recognition in Unstructured EnvironmentsBrian K. Russell, Andrew McDaid, William B. Toscano, Patria Anne Hume · 2021 · Sensors
- Human activity recognition via wearable devices using enhanced ternary weight convolutional neural networkMina Jaberi, Reza Ravanmehr · 2022 · Pervasive and Mobile Computing
- Smart seru production system for Industry 4.0: a conceptual model based on deep learning for real-time monitoring and controllingOrhan Torkul, İhsan Hakan Selvi, Merve Şişci · 2022 · International Journal of Computer Integrated Manufacturing
- A Hybrid Human Activity Recognition Method Using an MLP Neural Network and Euler Angle Extraction Based on IMU SensorsYaxin Mao, Lamei Yan, Hongyu Guo, Yujie Hong, Xiaocheng Huang, Youwei Yuan · 2023 · Applied Sciences
- Disease Detection in Grape Cultivation Using Strategically Placed Cameras and Machine Learning Algorithms With a Focus on Powdery Mildew and BlotchesKashif Hesham Khan, Amer Aljaedi, Muhammad Shakeel Ishtiaq, Hassan Imam, Zaid Bassfar, Sajjad Shaukat Jamal · 2024 · IEEE Access
- A spatiotemporal multi-feature extraction framework with space and channel based squeeze-and-excitation blocks for human activity recognitionBeibei Zhang, Hongji Xu, Hailiang Xiong, Xiaojie Sun, Leixin Shi, Shidi Fan, Juan Li · 2020 · Journal of Ambient Intelligence and Humanized Computing
- If only we had more data!: Sensor-Based Human Activity Recognition in Challenging ScenariosPlötz, Thomas · 2023 · 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
- Temporal Action Localization for Inertial-based Human Activity RecognitionMarius Bock, Michael Moeller, Kristof Van Laerhoven · 2024 · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
- Discovering Daily Activity Patterns from Sensor Data Sequences and Activity SequencesMirjam Sepesy Maučec, Gregor Donaj · 2021 · Sensors
- MFCANN: A feature diversification framework based on local and global attention for human activity recognitionZhixuan Yang, Kewen Li, Zongchao Huang · 2024 · Engineering Applications of Artificial Intelligence
- Deep Residual Network with a CBAM Mechanism for the Recognition of Symmetric and Asymmetric Human Activity Using Wearable SensorsSakorn Mekruksavanich, Anuchit Jitpattanakul · 2024 · Symmetry
- MCC-CKF: A Distance Constrained Kalman Filter Method for Indoor TOA Localization ApplicationsCheng Xu, Mengmeng Ji, Yue Qi, Xinghang Zhou · 2019 · Electronics
- From Activity Recognition to Simulation: The Impact of Granularity on Production Models in Heavy Civil EngineeringAnne Fischer, Alexandre Beiderwellen Bedrikow, Iris Denise Tommelein, Konrad Nübel, Johannes Fottner · 2023 · Algorithms
- Multi-modal hybrid hierarchical classification approach with transformers to enhance complex human activity recognitionMustafa Ezzeldin, Amr S. Ghoneim, Laila Abdelhamid, Ayman Atia · 2024 · Signal Image and Video Processing
- Smartphone based human activity recognition irrespective of usage behavior using deep learning techniqueSoumya Kundu, Manjarini Mallik, Jayita Saha, Chandreyee Chowdhury · 2024 · International Journal of Information Technology
- Comparison of Sensor-Based Datasets for Human Activity Recognition in Wearable IoTShivanjali Khare, Sayani Sarkar, Michael Wayne Totaro · 2020 · IEEE World Forum on Internet of Things (WF-IoT)
- Detection of Generalized Tonic Clonic Seizures and Falls in Unconstraint Environment Using Smartphone AccelerometerShafaq Zia, Ali Nawaz Khan, Shabih Zaidi, Shan E Ali · 2021 · IEEE Access
- 3D Dynamic Image Modeling Based on Machine Learning in Film and Television AnimationYuwei Wang · 2023 · Journal of Multimedia Information System
- Human Activity Recognition Method Based on Edge Computing-Assisted and GRU Deep Learning NetworkXiaocheng Huang, Youwei Yuan, Chaoqi Chang, Yiming Gao, Chao Zheng, Lamei Yan · 2023 · Applied Sciences
- STFNet: Enhanced and Lightweight Spatiotemporal Fusion Network for Wearable Human Activity RecognitionHailin Zou, Zi-Jie Chen, Chenyang Zhang, Anran Yuan, Binbin Wang, Lei Wang, Jian-Qing Li, Yuan-Yuan Pan · 2024 · IEEE Sensors Journal
- Prediction and simulation of wearable sensor devices for sports injury prevention based on BP neural networkJungang Yang, Cao Meng, Li Ling · 2024 · Measurement Sensors
- Multi-Branch Attention-Based Grouped Convolution Network for Human Activity Recognition Using Inertial SensorsYong Li, Luping Wang, Fen Liu · 2022 · Electronics
- Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognitionMengxi Liu, Sungho Suh, Bo Zhou, Agnes Gruenerbl, Paul Lukowicz · 2022 · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp)
- Building Lightweight Deep learning Models with TensorFlow Lite for Human Activity Recognition on Mobile DevicesSevda Özge Bursa, Özlem Durmaz İncel, Gülfem Işıklar Alptekin · 2023 · Annals of Telecommunications
- PDC HAR: Human activity recognition via multi-sensor wearable networks using two-channel convolutional neural networksYvxuan Ren, Dandan Zhu, Kai Tong, Lulu Xv, Zhengtai Wang, Lixin Kang, Jinguo Chai · 2023 · Pervasive and Mobile Computing
- A SE-DenseNet-LSTM model for locomotion mode recognition in lower limb exoskeletonJing Tang, Lun Zhao, Minghu Wu, Zequan Jiang, Jiaxun Cao, Xiang Bao · 2024 · PeerJ Computer Science
- Wearable sensors based on artificial intelligence models for human activity recognitionMohammed Alarfaj, Azzam Al Madini, Ahmed Sulaiman Alsafran, Mohammed M. Farag, Slim Chtourou, Ahmed Afifi, Ayaz Ahmad, Osama Al Rubayyi, Ali Al Harbi, Mustafa Al Thunaian · 2024 · Frontiers in Artificial Intelligence
- RETRACTED ARTICLE: Human activity recognition with deep learning: overview, challenges and possibilitiesKumar, Pranjal, Chauhan, Siddhartha · 2021 · CCF Transactions on Pervasive Computing and Interaction · Retracted
- High accuracy human activity recognition using machine learning and wearable devices’ raw signalsAntoniοs Papaleonidas, Anastasios Panagiotis Psathas, Lazaros Iliadis · 2021 · Journal of Information and Telecommunication
- Sensitivity Analysis and Classification Algorithms Comparison for Underground Target DetectionShihong Duan, Yue Li, Yadong Wan, Peng Wang, Zhen Wang, Na Li · 2019 · IEEE Access
- Machine learning models for wearable-based human activity recognition: A comparative studyGabriela Ciortuz, Hawzhin Hozhabr Pour, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Sebastian J. F. Fudickar · 2025 · Neurocomputing
- Complex Human Activity Recognition Based on Spatial LSTM and Deep Residual Convolutional Network Using Wearable Motion SensorsYe Tian, Dulmini Hettiarachchi, Han Sung Yu, Shunsuke Kamijo · 2024 · IEEE Sensors Journal
- Abrupt moving target tracking based on quantum enhanced particle filterJiawang Wan, Cheng Xu, Weizhao Chen, Ran Wang, Xiaotong Zhang · 2023 · ISA Transactions
- Deep CNN-GRU Based Human Activity Recognition with Automatic Feature Extraction Using Smartphone and Wearable SensorsMst. Alema Khatun, Mohammad Yousuf, Mohammad Ali Moni · 2023 · International Conference on Electrical, Computer and Communication Engineering
- Uncertainty-Constrained Belief Propagation for Cooperative Target TrackingCheng Xu, Yuchen Shi, Jiawang Wan, Shihong Duan · 2022 · IEEE Internet of Things Journal
- A hybrid LSTM CNN model with efficient channel attention for enhanced human activity recognition using wearable sensorsMd Abu Rumman Refat, Md. Parvez Hossain, Md. Rafiqul Islam, Anichur Rahman, Fahmid Al Farid, Hezerul Bin Abdul Karim, Abu Saleh Musa Miah · 2025 · Discover Applied Sciences
- Can Wearable Devices and Machine Learning Techniques Be Used for Recognizing and Segmenting Modified Physical Performance Test Items?Yiyuan Zhang, Xiangyu Wang, Pengxuan Han, Sabine Verschueren, Wei Chen, Bart Vanrumste · 2022 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
- Text Augmentation-Based Model for Emotion Recognition Using TransformersFida Mohammad, Mukhtaj Khan, Safdar Nawaz Khan Marwat, Naveed Jan, Neelam Gohar, Muhammad Bilal, Amal Al‐Rasheed · 2023 · Computers, materials & continua/Computers, materials & continua (Print)
- AReNet: Cascade learning of multibranch convolutional neural networks for human activity recognitionAli Boudjema, Faiza Titouna, Chafiq Titouna · 2023 · Multimedia Tools and Applications
- HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environmentsAlireza Esmaeilzehi, Ensieh Khazaei, Kai Wang, Navjot Kaur Kalsi, Pai Chet Ng, Huan Liu, Yuanhao Yu, Dimitrios Hatzinakos, Konstantinos N. Plataniotis · 2024 · Pattern Recognition Letters
- Masked Video and Body-Worn IMU Autoencoder for Egocentric Action RecognitionMingfang Zhang, Yifei Huang, Ruicong Liu, Yoichi Sato · 2024 · Lecture notes in computer science
- MSTCN: A multiscale temporal convolutional network for user independent human activity recognitionSarmela Raja Sekaran, Ying Han Pang, Goh Fan Ling, Ooi Shih Yin · 2021 · F1000Research
- Exploratory Analysis of Smartphone Sensor Data for Human Activity RecognitionS.M. Mohidul Islam, Kamrul Hasan Talukder · 2023 · IEEE Access
- A Localized Learning Approach Applied to Human Activity RecognitionAhmed Youssef Ali Amer, Jean‐Marie Aerts, Bart Vanrumste, Stijn Luca · 2020 · IEEE Intelligent Systems
- A Method of Self-Supervised Denoising and Classification for Sensor-Based Human Activity RecognitionLimeng Lu, Tao Deng · 2023 · IEEE Sensors Journal
- Privacy-Preserving Fall Detection Using an Ultra-Wideband Sensor With Continuous Human State ClassificationKhirakorn Thipprachak, Poj Tangamchit, Sarawut Lerspalungsanti · 2024 · IEEE Access
- rTsfNet: A DNN Model with Multi-head 3D Rotation and Time Series Feature Extraction for IMU-based Human Activity RecognitionYu Enokibori · 2024 · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
- Efficient Human Gait Activity Recognition Based on Sensor Fusion and Intelligent Stacking FrameworkAdane Nega Tarekegn, Muhammad Sajjad, Faouzi Alaya Cheikh, Mohib Ullah, Khan Muhammad · 2023 · IEEE Sensors Journal
- Machines Perceive Emotions: Identifying Affective States from Human Gait Using On-Body Smart DevicesHamza Ali Imran, Qaiser Riaz, Muhammad Zeeshan, Mehdi Hussain, Razi Arshad · 2023 · Applied Sciences
- OLMM: An Optimized Lightweight Multiscale Model for Efficient Human Activity Recognition in IoT Consumer ApplicationsMohamed Elhoseny, Mahmoud Abdel-Salam, Jing Yang, Ibrahim M. El‐Hasnony · 2025 · IEEE Transactions on Consumer Electronics
- Representation Learning by Convolutional Neural Network for Smartphone Sensor Based Activity RecognitionTatsuhito Hasegawa, Makoto Koshino · 2019 · International Conference on Computational Intelligence and Intelligent Systems (CIIS)
- Posture Monitoring and Correction Exercises for Workers in Hostile Environments Utilizing Non-Invasive Sensors: Algorithm Development and ValidationSiavash Khaksar, Stefanie Pieters, Bita Borazjani, Joshua Hyde, Harrison Booker, Adil Khokhar, Iain D. Murray, Amity Campbell · 2022 · Sensors
- Object-Based Hybrid Deep Learning Technique for Recognition of Sequential ActionsYo‐Ping Huang, Satchidanand Kshetrimayum, Chun-Ting Chiang · 2023 · IEEE Access
- Object based Human-Object Interaction (HOI) Recognition using Wrist-mounted SensorsSamama Tahir, Aasim Raheel, Muhammad Ehatisham-ul-Haq, Aamir Arsalan · 2020 · IEEE International Multitopic Conference (INMIC)
- Learning Human Activity From Visual Data Using Deep LearningTaha Alhersh, Heiner Stuckenschmidt, Atiq Ur Rehman, Samir Brahim Belhouari · 2021 · IEEE Access
- Comparative study of CNN, VGG16 with LSTM and VGG16 with Bidirectional LSTM using kitchen activity datasetR. R. Aparna, C K Chitralekha, Shilpa Shashikant Chaudhari · 2021 · International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)
- A Mini-Survey and Feasibility Study of Deep-Learning-Based Human Activity Recognition from Slight Feature Signals Obtained Using Privacy-Aware Environmental SensorsHirokazu Madokoro, Stephanie Nix, Hanwool Woo, Kazuhito Sato · 2021 · Applied Sciences
- Exploring Orientation Invariant Heuristic Features with Variant Window Length of 1D-CNN-LSTM in Human Activity RecognitionArnab Barua, Daniel Fuller, Sumayyah Bamidele Musa, Xianta Jiang · 2022 · Biosensors
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- Human Activity Recognition in Thermal Infrared Imaging Based on Deep Recurrent Neural NetworksSamah A. F. Manssor, Zhengyun Ren, Rong Hwa Huang, Shaoyuan Sun · 2021 · International Congress on Image and Signal Processing (CISP)
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- DeepWE: A Deep Bayesian Active Learning Waypoint Estimator for Indoor WalkersZhao Huang, Stefan Poslad, Qingquan Li, Bisheng Yang, Jizhe Xia, Bang Ye Wu, Zhaoliang Luan, Yonglei Fan · 2023 · IEEE Internet of Things Journal
- Multi-dimensional task recognition for human-robot teaming: literature reviewPrakash Baskaran, Julie A. Adams · 2023 · Frontiers in Robotics and AI
- Are Transformers a Useful Tool for Tiny devices in Human Activity Recognition?Emanuele Lattanzi, Lorenzo Calisti, Chiara Contoli · 2024 · International Conference on Advances in Artificial Intelligence (ICAAI)
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