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Neurocomputing, ISSN 0925-2312, 06/2019, Volume 345, pp. 67 - 76
Due to the fast inference and good performance, convolutional neural network (CNN) has been widely applied in image denoising. Some new approaches, such as... 
Dilated Convolution | Skip Connection | Image denoising | Batch Normalization | SPARSE | FRAMEWORK | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Neural networks
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2016, Volume 10008, pp. 179 - 187
Conference Proceeding
Neurocomputing, ISSN 0925-2312, 03/2019, Volume 332, pp. 215 - 223
Ship detection plays a crucial role in remote sensing image processing, which has drawn great attention in recent years. A novel neural network architecture... 
Deep learning | Squeeze excitation | Optical remote sensing images | Ship detection | Skip-connection path networks | MELT INDEX PREDICTION | SEA | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
IEEE Transactions on Medical Imaging, ISSN 0278-0062, 2/2020, pp. 1 - 1
Multi-organ segmentation is a challenging task due to the label imbalance and structural differences between different organs. In this work, we propose an... 
Image segmentation | skip connections | Convolution | Computed tomography | cascaded network | Multi-organ segmentation | hard-to-segment | Labeling | Cranial | inception-like structure | Kernel | Task analysis
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 03/2020, Volume 131, pp. 121 - 127
•A DNN-based approach is proposed for single-image-based raindrop removal.•Concurrent channel-spatial attention and long-short skip connections are used.•Our... 
Raindrop removal | Skip connection | Deep nerual networks | Image recovery | Attention
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2017, Volume 10635, pp. 217 - 225
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2018, Volume 11257, pp. 51 - 61
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2018, Volume 11301, pp. 319 - 331
Conference Proceeding
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), ISSN 1520-6149, 04/2018, Volume 2018-, pp. 721 - 725
Singing voice separation based on deep learning relies on the usage of time-frequency masking. In many cases the masking process is not a learnable function or... 
Training | Singing voice separation | Time-frequency analysis | skip-filtering connections | recurrent encoder decoder | Noise reduction | Estimation | Inference algorithms | recurrent inference | Time-domain analysis | Spectrogram | Skip-filtering connections | Recurrent encoder decoder | Recurrent inference
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2018, Volume 11141, pp. 447 - 456
Conference Proceeding
Proceedings of SPIE - The International Society for Optical Engineering, ISSN 0277-786X, 2017, Volume 10420
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2017, Volume 10637, pp. 713 - 722
Conference Proceeding
Applied Acoustics, ISSN 0003-682X, 06/2020, Volume 163, p. 107213
Performance of learning based Automatic Speech Recognition (ASR) is susceptible to noise, especially when it is introduced in the testing data while not... 
Automatic speech recognition (ASR) | Skip connection Denoising Autoencoder (SK-DAE) | Correlation distance measure (CDM)
Journal Article
Journal of Visual Communication and Image Representation, ISSN 1047-3203, 09/2019, p. 102658
Journal Article
by Gao, CH and Feng, GR and Ren, YL and Liu, LZ
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, ISSN 0916-8508, 08/2019, Volume E102A, Issue 8, pp. 982 - 985
Accurate segmentation of the region in the iris picture has a crucial influence on the reliability of the recognition system. In this letter, we present an end... 
skip connections | COMPUTER SCIENCE, HARDWARE & ARCHITECTURE | iris segmentation | dense connection blocks | dilated convolution | U-net | merge | COMPUTER SCIENCE, INFORMATION SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC | Feature maps | Convolution | Segmentation | Artificial neural networks
Journal Article
Neurocomputing, ISSN 0925-2312, 04/2020, Volume 384, pp. 295 - 313
Fine-grained visual categorization often suffers from the challenges that the subordinate categories within an entry-level category can only be distinguished... 
Deep learning | Skip-connection | Fine-grained visual categorization | Convolutional neural network | Butterfly sub-species | IMAGE | RECOGNITION | ALGORITHM | CLASSIFICATION | MODEL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
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