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Showing results 1 to 15 of 15

Article
A Deep Bidirectional LSTM-GRU Network Model for Automated Ciphertext Classification
  • Ahmadzadeh, Ezat ; 
  • Kim, Hyunil ; 
  • Jeong, Ongee ; 
  • Kim, Namki ; 
  • Moon, Inkyu
  • 2022-01
  • Ahmadzadeh, Ezat. (2022-01). A Deep Bidirectional LSTM-GRU Network Model for Automated Ciphertext Classification. IEEE Access, 10, 3228–3237. doi: 10.1109/ACCESS.2022.3140342
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 520
  • Download : 0
Article
A Dual-Precision and Low-Power CNN Inference Engine Using a Heterogeneous Processing-in-Memory Architecture
  • Jung, Sangwoo ; 
  • Lee, Jaehyun ; 
  • Park, Dahoon ; 
  • Lee, Youngjoo ; 
  • Yoon, Jong-Hyeok ; 
  • Kung, Jaeha
  • 2024-12
  • Jung, Sangwoo. (2024-12). A Dual-Precision and Low-Power CNN Inference Engine Using a Heterogeneous Processing-in-Memory Architecture. IEEE Transactions on Circuits and Systems I: Regular Papers, 71(12), 5546–5559. doi: 10.1109/TCSI.2024.3395842
  • Institute of Electrical and Electronics Engineers
  • View : 191
  • Download : 0
Article
A Large-Scale Virtual Dataset and Egocentric Localization for Disaster Responses
  • Jeon, Hae-Gon ; 
  • Im, Sunghoon ; 
  • Lee, Byeong-Uk ; 
  • Rameau, Franc¸ois ; 
  • Choi, Dong-Geol ; 
  • Oh, Jean ; 
  • Kweon, In So ; 
  • Hebert, Martial
  • 2023-06
  • Jeon, Hae-Gon. (2023-06). A Large-Scale Virtual Dataset and Egocentric Localization for Disaster Responses. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(6), 6766–6782. doi: 10.1109/TPAMI.2021.3094531
  • IEEE Computer Society
  • View : 964
  • Download : 0
Article
Automatic Brittle Fracture Ratio Estimation Using Convolutional Neural Network Regression Based on Classmap Regulation
  • Jeong, Seung Hyun ; 
  • Woo, Min Woo ; 
  • Koo, Gyogwon ; 
  • Lee, Jong-Hak ; 
  • Yun, Jong Pil
  • 2021-10
  • Jeong, Seung Hyun. (2021-10). Automatic Brittle Fracture Ratio Estimation Using Convolutional Neural Network Regression Based on Classmap Regulation. IEEE Access, 9, 136552–136560. doi: 10.1109/ACCESS.2021.3117579
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 669
  • Download : 0
Article
Deep learning integral imaging for three-dimensional visualization, object detection, and segmentation
  • Yi, Faliu ; 
  • Jeong, Ongee ; 
  • Moon, Inkyu ; 
  • Javidi, Bahram
  • 2021-11
  • Yi, Faliu. (2021-11). Deep learning integral imaging for three-dimensional visualization, object detection, and segmentation. Optics and Lasers in Engineering, 146, 106695. doi: 10.1016/j.optlaseng.2021.106695
  • Elsevier BV
  • View : 651
  • Download : 0
Article
Extending class activation mapping using Gaussian receptive field
  • Kim, Bum Jun ; 
  • Koo, Gyogwon ; 
  • Choi, Hyeyeon ; 
  • Kim, Sang Woo
  • 2023-06
  • Kim, Bum Jun. (2023-06). Extending class activation mapping using Gaussian receptive field. Computer Vision and Image Understanding, 231. doi: 10.1016/j.cviu.2023.103663
  • Academic Press
  • View : 490
  • Download : 0

Highly Contrast Image Correction for Dim Boundary Separation of Image Semantic Segmentation

Article
Highly Contrast Image Correction for Dim Boundary Separation of Image Semantic Segmentation
  • 2021-05
  • Choi, Jinyeob. (2021-05). Highly Contrast Image Correction for Dim Boundary Separation of Image Semantic Segmentation. IEEE Access, 9, 64142–64152. doi: 10.1109/ACCESS.2021.3075084
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 1025
  • Download : 138
Article
Human Activity Classification Based on Point Clouds Measured by Millimeter Wave MIMO Radar with Deep Recurrent Neural Networks
  • Kim, Youngwook ; 
  • Alnujaim, Ibrahim ; 
  • Oh, Daegun
  • 2021-06
  • Kim, Youngwook. (2021-06). Human Activity Classification Based on Point Clouds Measured by Millimeter Wave MIMO Radar with Deep Recurrent Neural Networks. IEEE Sensors Journal, 21(12), 13522–13529. doi: 10.1109/JSEN.2021.3068388
  • Institute of Electrical and Electronics Engineers
  • View : 721
  • Download : 0

Imbalanced loss-integrated deep-learning-based ultrasound image analysis for diagnosis of rotator-cuff tear

Article
Imbalanced loss-integrated deep-learning-based ultrasound image analysis for diagnosis of rotator-cuff tear
  • Lee, Kyungsu ; 
  • Kim, Jun Young ; 
  • Lee, Moon Hwan ; 
  • Choi, Chang-Hyuk ; 
  • Hwang, Jae Youn
  • 2021-03
  • Lee, Kyungsu. (2021-03). Imbalanced loss-integrated deep-learning-based ultrasound image analysis for diagnosis of rotator-cuff tear. doi: 10.3390/s21062214
  • MDPI AG
  • View : 549
  • Download : 334
Article
Improving discrimination ability of convolutional neural networks by hybrid learning
  • 2016-03
  • Kim, In-Jung. (2016-03). Improving discrimination ability of convolutional neural networks by hybrid learning. International Journal on Document Analysis and Recognition, 19(1), 1–9. doi: 10.1007/s10032-015-0256-9
  • Springer Verlag
  • View : 933
  • Download : 0
Article
Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images
  • Lee, Haeyun ; 
  • Lee, Kyungsu ; 
  • Kim, Jun Hee ; 
  • Na, Younghwan ; 
  • Park, Juhum ; 
  • Choi, Jihwan P. ; 
  • Hwang, Jae Youn
  • 2021-03
  • Lee, Haeyun. (2021-03). Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 4139–4149. doi: 10.1109/JSTARS.2021.3069242
  • Institute of Electrical and Electronics Engineers
  • View : 439
  • Download : 0
Article
Multi-model Long Short-term Memory Network for Gait Recognition using Window-based Data Segment
  • Tran, Lam ; 
  • Thang Hoang ; 
  • Thuc Nguyen ; 
  • Kim, Hyunil ; 
  • Choi, Deokjai
  • 2021-02
  • Tran, Lam. (2021-02). Multi-model Long Short-term Memory Network for Gait Recognition using Window-based Data Segment. IEEE Access, 9, 23826–23839. doi: 10.1109/ACCESS.2021.3056880
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 823
  • Download : 0

Real-time Tracking of Guidewire Robot Tips using Deep Convolutional Neural Networks on Successive Localized Frames

Article
Real-time Tracking of Guidewire Robot Tips using Deep Convolutional Neural Networks on Successive Localized Frames
  • 2019-10
  • Ullah, Ihsan. (2019-10). Real-time Tracking of Guidewire Robot Tips using Deep Convolutional Neural Networks on Successive Localized Frames. IEEE Access, 7, 159743–159753. doi: 10.1109/ACCESS.2019.2950263
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 687
  • Download : 391

Synthesize and Segment: Towards Improved Catheter Segmentation via Adversarial Augmentation

Article
Synthesize and Segment: Towards Improved Catheter Segmentation via Adversarial Augmentation
  • Ullah, Ihsan ; 
  • Chikontwe, Philip ; 
  • Choi, Hongsoo ; 
  • Yoon, Chang Hwan ; 
  • Park, Sang Hyun
  • 2021-02
  • Ullah, Ihsan. (2021-02). Synthesize and Segment: Towards Improved Catheter Segmentation via Adversarial Augmentation. Applied Sciences, 11(4), 1638–16. doi: 10.3390/app11041638
  • MDPI AG
  • View : 506
  • Download : 447
Article
Time-Dependent Deep Image Prior for Dynamic MRI
  • Yoo, Jaejun ; 
  • Jin, Kyong Hwan ; 
  • Gupta, Harshit ; 
  • Yerly, Jérôme ; 
  • Stuber, Matthias ; 
  • Unser, Michael
  • 2021-12
  • Yoo, Jaejun. (2021-12). Time-Dependent Deep Image Prior for Dynamic MRI. doi: 10.1109/TMI.2021.3084288
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 463
  • Download : 0
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