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Papers matching “deep learning classification” 49

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Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams
2023 IFAC-PapersOnLine article Engineering Additive Manufacturing Materials and Processes Open access

Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, Padma Polash Paul, Gentry Wood, +3 more

5

citations
Using Off-the-Shelf Deep Neural Networks for Position-Based Visual Servoing
2025 Lecture notes in computer science conference-paper Engineering Robot Manipulation and Learning

Matteo Tschesche, Till Hofmann, Alexander Ferrein, Gerhard Lakemeyer

0

citations
Generic occupant behavior modeling for commercial buildings
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Romana Markovic

10

citations
Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward
2024 IEEE Geoscience and Remote Sensing Magazine article Engineering Remote-Sensing Image Classification Open access

Devis Tuia, Konrad Schindler, Begüm Demir, Xiao Xiang Zhu, Mrinalini Kochupillai, Sašo Džeroski, +8 more

109

citations
Precision Through Detail: Radiomics and Windowing Techniques as Key for Detecting Dens Axis Fractures in CT Scans
2025 Diagnostics article Engineering Medical Imaging and Analysis Open access

Karl Ludger Radke, Anja Müller‐Lutz, Daniel Benjamin Abrar, Marius Vach, Christian Rubbert, David Latz, +4 more

2

citations
Gut–brain axis volatile organic compounds derived from breath distinguish between schizophrenia and major depressive disorder
2023 Journal of Psychiatry and Neuroscience article Engineering Advanced Chemical Sensor Technologies Open access

Marian Lüno, Carina Jiang, Gabriela Meyer-Lotz, Christoph Hoeschen, Thomas Frodl

21

citations
Machine learning for image analysis in the cervical spine: Systematic review of the available models and methods
2022 Brain and Spine review Engineering Medical Imaging and Analysis Open access

Caroline M.W. Goedmakers, Leonie Pereboom, Jan W. Schoones, M. L. de Leeuw den Bouter, R.F. Remis, Marius Staring, +1 more

10

citations
Optical coherence tomography and convolutional neural networks can differentiate colorectal liver metastases from liver parenchyma ex vivo.
2022 Research Square preprint Engineering Optical Coherence Tomography Applications Open access

Iakovos Amygdalos, Enno Hachgenei, Luisa Burkl, Paul Goßmann, Laura I. Wolff, Mariia Druzenko, +9 more

1

citations
Latency-Driven Joint Feature Extraction and Resource Allocation for Multi-Task Multi-Access Semantic Communications
2025 IEEE Journal on Selected Areas in Communications article Engineering Advanced Wireless Communication Technologies

Yulin Hu, Xiaopeng Yuan, Anke Schmeink

1

citations
Perceived fatigue progression tracking during manual handling tasks using sEMG recordings
2025 Journal of NeuroEngineering and Rehabilitation article Engineering Muscle activation and electromyography studies Open access

Armin Bonakdar, Catherine Dißelhorst-Klug, Karla Beltran Martinez, Alireza Golabchi, Mahdi Tavakoli

3

citations
Classical and Quantum SVM for Electromyography-Based Myopathy Detection: A Comparative Exploration
2025 Polish Journal of Medical Physics And Engineering article Engineering Muscle activation and electromyography studies Open access

Radhouane Hammachi, Noureddine Messaoudi, Samia Belkacem, Edoardo Pasetto, Amer Delilbasic

1

citations
Multimodal Multi-User Surface Recognition With the Kernel Two-Sample Test
2023 IEEE Transactions on Automation Science and Engineering article Engineering Robot Manipulation and Learning Open access

Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe, Katherine J. Kuchenbecker

6

citations
A drone imagery dataset for semantic segmentation of urban garden ground covers in biodiversity studies
2026 Scientific Data data-paper Engineering Remote-Sensing Image Classification Open access

Yasamin Afrasiabian, Chenghao Lu, Anirudh Belwalkar, Hany Elsharawy, Xiaoxin Song, Ying Yuan, +5 more

0

citations
A Gaussian Process Based Method for Data- Efficient Remaining Useful Life Estimation
2021 IEEE Access article Engineering Machine Fault Diagnosis Techniques Open access

Maximilian Benker, Artem Bliznyuk, Michael F. Zaeh

23

citations
A sustainable neuromorphic framework for disease diagnosis using digital medical imaging
2024 Computer Methods and Programs in Biomedicine Update article Engineering Advanced Memory and Neural Computing Open access

Rutwik Gulakala, Marcus Stoffel

5

citations
Multi-Task Neural Network for Position Estimation in Large-Scale Indoor Environments
2022 IEEE Access article Engineering Indoor and Outdoor Localization Technologies Open access cited by 1 patent

Marius Laska, Jörg Blankenbach

33

citations
AutoSourceID-FeatureExtractor
2023 Astronomy and Astrophysics article Engineering Astronomical Observations and Instrumentation Open access

Fiorenzo Stoppa, Paul M. Vreeswijk, Saptashwa Bhattacharyya, S. Caron, S. Bloemen, Gabrijela Zaharijaš, +5 more

5

citations
AutoSourceID-FeatureExtractor. Optical image analysis using a two-step mean variance estimation network for feature estimation and uncertainty characterisation
2023 arXiv (Cornell University) preprint Engineering Astronomical Observations and Instrumentation Open access

Fiorenzo Stoppa, Paul M. Vreeswijk, Saptashwa Bhattacharyya, S. Caron, S. Bloemen, Gabrijela Zaharijaš, +5 more

2

citations
Datasets from "MaskTerial: A Foundation Model for Automated 2D Material Flake Detection"
2024 JuSER (Forschungszentrum Jülich) article Engineering Industrial Vision Systems and Defect Detection Open access

Jan-Lucas Uslu, Alexander Hermans, Bernd Beschoten, Bastian Leibe, Lutz Waldecker, Christoph Stampfer

0

citations
Convolutional neural networks for high throughput screening of catalyst layer inks for polymer electrolyte fuel cells
2021 RSC Advances article Engineering Fuel Cells and Related Materials Open access

Mohammad J. Eslamibidgoli, Fabian P. Tipp, Jenia Jitsev, Jasna Janković, Michael Hermann Eikerling, Kourosh Malek

12

citations
Semantic Feature Compression and Adaption for Latency-Sensitive Semantic Communication
2024 IEEE Globecom Workshops (GC Wkshps) conference-paper Engineering Advanced Wireless Communication Technologies

Huanyu Zhang, Yulin Hu, Xiaopeng Yuan, Anke Schmeink

0

citations
Seismic microzonation studies supported by dynamic numerical simulation. Application to Dushanbe (Tajikistan), Aachen (Germany) and Bukit Timah (Singapore)
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Seismic Performance and Analysis Open access

Farkhod Hakimov

0

citations
Graph Convolutional Network Empowered Indoor Localization Method via Aggregating MIMO CSI
2022 Globecom conference-paper Engineering Indoor and Outdoor Localization Technologies

Hao Gu, Jun Lan Yang, Zhengran He, Guan Gui, Haris Gacanin

8

citations
An annotation-efficient parallel processing framework for robust defect detection in TFT-LCD manufacturing
2026 Results in Engineering article Engineering Industrial Vision Systems and Defect Detection Open access

Muhammad Irshad, Poorya Khanali, Sameed Sajid, Martin Wanly, Susanna Weber, Benny Drescher, +2 more

0

citations