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An Attention Mechanism and Ensemble Learning based on Dermoscopic Image Classification.
- Published in:
- Journal of Imaging Science & Technology, 2024, v. 68, n. 4, p. 1, doi. 10.2352/J.ImagingSci.Technol.2024.68.4.040403
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- Publication type:
- Article
A generic codebook based approach for gait recognition.
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- Multimedia Tools & Applications, 2019, v. 78, n. 24, p. 35689, doi. 10.1007/s11042-019-08007-z
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- Publication type:
- Article
A polar model for fast object tracking in 360-degree camera images.
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- Multimedia Tools & Applications, 2019, v. 78, n. 7, p. 9275, doi. 10.1007/s11042-018-6525-0
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- Publication type:
- Article
Labeling of partially occluded regions via the multi-layer CRF.
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- Multimedia Tools & Applications, 2019, v. 78, n. 2, p. 2551, doi. 10.1007/s11042-018-6298-5
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- Publication type:
- Article
Less restrictive camera odometry estimation from monocular camera.
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- Multimedia Tools & Applications, 2018, v. 77, n. 13, p. 16199, doi. 10.1007/s11042-017-5195-7
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- Publication type:
- Article
Improving object classification robustness in RGB-D using adaptive SVMs.
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- Multimedia Tools & Applications, 2016, v. 75, n. 12, p. 6829, doi. 10.1007/s11042-015-2612-7
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- Publication type:
- Article
Towards large-scale multimedia retrieval enriched by knowledge about human interpretation.
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- Multimedia Tools & Applications, 2016, v. 75, n. 1, p. 297, doi. 10.1007/s11042-014-2292-8
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- Article
Trends in semantic and digital media technologies.
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- 2013
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- Publication type:
- Editorial
Introduction to the special issue on semantic and digital media technologies.
- Published in:
- Multimedia Tools & Applications, 2010, v. 49, n. 1, p. 1, doi. 10.1007/s11042-009-0448-8
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- Publication type:
- Article
Non-Invasive Wearable Devices for Monitoring Vital Signs in Patients with Type 2 Diabetes Mellitus: A Systematic Review.
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- Bioengineering (Basel), 2023, v. 10, n. 11, p. 1321, doi. 10.3390/bioengineering10111321
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- Article
Development and validation of a deep learning-based model to distinguish acetabular fractures on pelvic anteroposterior radiographs.
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- Frontiers in Physiology, 2023, p. 1, doi. 10.3389/fphys.2023.1146910
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- Publication type:
- Article
Habitat radiomics analysis of pet/ct imaging in high-grade serous ovarian cancer: Application to Ki-67 status and progression-free survival.
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- Frontiers in Physiology, 2022, v. 13, p. 1, doi. 10.3389/fphys.2022.948767
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- Publication type:
- Article
Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation.
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- Sensors (14248220), 2023, v. 23, n. 7, p. 3446, doi. 10.3390/s23073446
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- Publication type:
- Article
Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition.
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- Sensors (14248220), 2023, v. 23, n. 4, p. 1959, doi. 10.3390/s23041959
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- Publication type:
- Article
Using Barometer for Floor Assignation within Statistical Indoor Localization.
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- Sensors (14248220), 2023, v. 23, n. 1, p. 80, doi. 10.3390/s23010080
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- Publication type:
- Article
SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors.
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- Sensors (14248220), 2022, v. 22, n. 20, p. N.PAG, doi. 10.3390/s22207711
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- Publication type:
- Article
Correction: Hoffmann et al. Detecting Walking Challenges in Gait Patterns Using a Capacitive Sensor Floor and Recurrent Neural Networks. Sensors 2021, 21 , 1086.
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- 2022
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- Publication type:
- Correction Notice
A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars.
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- Sensors (14248220), 2022, v. 22, n. 10, p. 3634, doi. 10.3390/s22103634
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- Publication type:
- Article
Comparison of Feature Extraction Methods for Physiological Signals for Heat-Based Pain Recognition.
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- Sensors (14248220), 2021, v. 21, n. 14, p. 4838, doi. 10.3390/s21144838
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- Publication type:
- Article
A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data.
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- Sensors (14248220), 2021, v. 21, n. 7, p. 2368, doi. 10.3390/s21072368
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- Publication type:
- Article
Detecting Walking Challenges in Gait Patterns Using a Capacitive Sensor Floor and Recurrent Neural Networks.
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- Sensors (14248220), 2021, v. 21, n. 4, p. 1086, doi. 10.3390/s21041086
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- Publication type:
- Article
Recognition of Typical Locomotion Activities Based on the Sensor Data of a Smartphone in Pocket or Hand.
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- Sensors (14248220), 2020, v. 20, n. 22, p. 6559, doi. 10.3390/s20226559
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- Publication type:
- Article
AI Approaches towards Prechtl's Assessment of General Movements: A Systematic Literature Review.
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- Sensors (14248220), 2020, v. 20, n. 18, p. 5321, doi. 10.3390/s20185321
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- Publication type:
- Article
Comparison of 2.4 GHz WiFi FTM- and RSSI-Based Indoor Positioning Methods in Realistic Scenarios.
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- Sensors (14248220), 2020, v. 20, n. 16, p. 4515, doi. 10.3390/s20164515
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- Publication type:
- Article
Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification.
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- Sensors (14248220), 2020, v. 20, n. 15, p. 4271, doi. 10.3390/s20154271
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- Publication type:
- Article
Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition.
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- Sensors (14248220), 2020, v. 20, n. 12, p. 3463, doi. 10.3390/s20123463
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- Publication type:
- Article
Marker-Based Movement Analysis of Human Body Parts in Therapeutic Procedure.
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- Sensors (14248220), 2020, v. 20, n. 11, p. 3312, doi. 10.3390/s20113312
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- Article
Smartphone-Based Indoor Localization within a 13th Century Historic Building.
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- Sensors (14248220), 2018, v. 18, n. 12, p. 4095, doi. 10.3390/s18124095
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- Publication type:
- Article
Training-Based Methods for Comparison of Object Detection Methods for Visual Object Tracking.
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- Sensors (14248220), 2018, v. 18, n. 11, p. 3994, doi. 10.3390/s18113994
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- Publication type:
- Article
Detection of Infantile Movement Disorders in Video Data Using Deformable Part-Based Model.
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- Sensors (14248220), 2018, v. 18, n. 10, p. 3202, doi. 10.3390/s18103202
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- Publication type:
- Article
Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors.
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- Sensors (14248220), 2018, v. 18, n. 2, p. 679, doi. 10.3390/s18020679
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- Publication type:
- Article
A multi-Task Learning based applicable AI model simultaneously predicts stage, histology, grade and LNM for cervical cancer before surgery.
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- BMC Women's Health, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12905-024-03270-1
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- Publication type:
- Article
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks.
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- International Journal of Computer Vision, 2024, v. 132, n. 4, p. 1219, doi. 10.1007/s11263-023-01926-3
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- Publication type:
- Article
EMDS-7: Environmental microorganism image dataset seventh version for multiple object detection evaluation.
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- Frontiers in Microbiology, 2023, v. 14, p. 1, doi. 10.3389/fmicb.2023.1084312
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- Publication type:
- Article
EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification, and Detection Method Evaluation.
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- Frontiers in Microbiology, 2022, v. 13, p. 1, doi. 10.3389/fmicb.2022.829027
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- Publication type:
- Article
A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers.
- Published in:
- Frontiers in Microbiology, 2022, v. 13, p. 1, doi. 10.3389/fmicb.2022.792166
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- Article
Driving Reality vs. Simulator: Data Distinctions.
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- Electronics (2079-9292), 2024, v. 13, n. 14, p. 2708, doi. 10.3390/electronics13142708
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- Publication type:
- Article
Classification of Roads and Types of Public Roads Using EOG Smart Glasses and an Algorithm Based on Machine Learning While Driving a Car.
- Published in:
- Electronics (2079-9292), 2022, v. 11, n. 18, p. N.PAG, doi. 10.3390/electronics11182960
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- Publication type:
- Article
On the Generality of Codebook Approach for Sensor-Based Human Activity Recognition.
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- Electronics (2079-9292), 2017, v. 6, n. 2, p. x, doi. 10.3390/electronics6020044
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- Publication type:
- Article
Cardiovascular Disease Preliminary Diagnosis Application Using SQL Queries: Filling Diagnostic Gaps in Resource-Constrained Environments.
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- Applied Sciences (2076-3417), 2024, v. 14, n. 3, p. 1320, doi. 10.3390/app14031320
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- Publication type:
- Article
SEM-RCNN: A Squeeze-and-Excitation-Based Mask Region Convolutional Neural Network for Multi-Class Environmental Microorganism Detection.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 19, p. 9902, doi. 10.3390/app12199902
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- Publication type:
- Article
Comparative Study for Patch-Level and Pixel-Level Segmentation of Deep Learning Methods on Transparent Images of Environmental Microorganisms: From Convolutional Neural Networks to Visual Transformers.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 18, p. 9321, doi. 10.3390/app12189321
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- Publication type:
- Article
An Application of Pixel Interval Down-Sampling (PID) for Dense Tiny Microorganism Counting on Environmental Microorganism Images.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 14, p. 7314, doi. 10.3390/app12147314
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- Publication type:
- Article
Short-Term Load Forecasting Using an Attended Sequential Encoder-Stacked Decoder Model with Online Training.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 11, p. 4927, doi. 10.3390/app11114927
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- Publication type:
- Article
Quality Assessment of 3D Synthesized Images Based on Textural and Structural Distortion Estimation.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 6, p. 2666, doi. 10.3390/app11062666
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- Publication type:
- Article
Deep Malaria Parasite Detection in Thin Blood Smear Microscopic Images.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 5, p. 2284, doi. 10.3390/app11052284
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- Publication type:
- Article
A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements.
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- Archives of Computational Methods in Engineering, 2023, v. 30, n. 1, p. 639, doi. 10.1007/s11831-022-09811-x
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- Publication type:
- Article
On Wi-Fi Model Optimizations for Smartphone-Based Indoor Localization.
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- ISPRS International Journal of Geo-Information, 2017, v. 6, n. 8, p. 233, doi. 10.3390/ijgi6080233
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- Publication type:
- Article
What can machine vision do for lymphatic histopathology image analysis: a comprehensive review.
- Published in:
- Artificial Intelligence Review, 2024, v. 57, n. 3, p. 1, doi. 10.1007/s10462-024-10701-w
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- Publication type:
- Article
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches.
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- Artificial Intelligence Review, 2023, v. 56, n. 2, p. 1627, doi. 10.1007/s10462-022-10209-1
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- Publication type:
- Article