Seiichiro Kamata

Research output

Research output per year 1989 2006 2009 2010 2011 2012 2013 2015 2016 2018 2019 2020 2021 2022

• 166 Conference contribution
• 56 Article
• 10 Paper
• 10 Conference article

Research output per year

Research output per year

Search results

• 2022

  Adjoint Bilateral Filter and Its Application to Optimization-based Image Processing

  Shirai, K., Sugimoto, K. & Kamata, S. I., 2022 Apr 26, In: APSIPA Transactions on Signal and Information Processing. 11, 1, 46.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Image processing 100%
  • Inverse problems 55%
  • Gradient methods 30%
  • Image reconstruction 26%
  • Image quality 23%

• A Fast and Accurate Point Pattern Matching Algorithm Based on Multi-Hilbert Scans

  Ryu, J. & Kamata, S. I., 2022, Pattern Recognition - 6th Asian Conference, ACPR 2021, Revised Selected Papers. Wallraven, C., Liu, Q. & Nagahara, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 562-574 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13189 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Matching Algorithm 100%
  • Pattern Matching 93%
  • Pattern matching 83%
  • Hilbert 65%
  • Scanning 56%

• A Two-stage Refinement Network for Nuclei Segmentation in Histopathology Images

  Jian, P. & Kamata, S. I., 2022 Mar 18, IVSP 2022 - 2022 4th International Conference on Image, Video and Signal Processing. Association for Computing Machinery, p. 8-13 6 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep learning 100%
  • Deep neural networks 54%
  • Network architecture 52%
  • Convolutional neural networks 50%
  • Imaging techniques 42%

• Constructing infinite deep neural networks with flexible expressiveness while training

  Luo, Z., Sun, Z., Zhou, W., Wu, Z. & Kamata, S. I., 2022 May 28, In: Neurocomputing. 487, p. 257-268 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Benchmarking 100%
  • Ordinary differential equations 98%
  • Deep neural networks 89%
  • Costs and Cost Analysis 57%
  • Neural networks 18%

• Derivative feature and residual spatial attention for low-light image enhancement

  Li, Q. & Kamata, S. I., 2022, Thirteenth International Conference on Signal Processing Systems, ICSPS 2021. Li, Q., Mao, K. & Xie, Y. (eds.). SPIE, 121710Z. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12171).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image Enhancement 100%
  • image enhancement 87%
  • Image enhancement 69%
  • Illumination 54%
  • Derivatives 50%

• Multiscanning Strategy-Based Recurrent Neural Network for Hyperspectral Image Classification

  Zhou, W., Kamata, S. I., Luo, Z. & Wang, H., 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60

  Research output: Contribution to journal › Article › peer-review

  • image classification 100%
  • Image classification 97%
  • Recurrent neural networks 95%
  • Scanning 70%
  • Pixels 68%
  2 Citations (Scopus)

• Rethinking ResNets: improved stacking strategies with high-order schemes for image classification

  Luo, Z., Sun, Z., Zhou, W., Wu, Z. & Kamata, S. I., 2022 Aug, In: Complex and Intelligent Systems. 8, 4, p. 3395-3407 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Image Classification 100%
  • Stacking 84%
  • High-order Schemes 77%
  • Image classification 65%
  • Strategy 43%
• 2021

  An efficient computational algorithm for Hausdorff distance based on points-ruling-out and systematic random sampling

  Ryu, J. & Kamata, S. I., 2021 Jun, In: Pattern Recognition. 114, 107857.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Sampling 100%
  • Magnetic resonance imaging 27%
  • Tumors 13%
  • Brain 10%
  • Set theory 8%
  5 Citations (Scopus)

• Data augmentation for ancient characters via blend-font net

  Ren, X. & Kamata, S. I., 2021, Thirteenth International Conference on Digital Image Processing, ICDIP 2021. Jiang, X. & Fujita, H. (eds.). SPIE, 1187806. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11878).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data Augmentation 100%
  • Label 65%
  • Character 57%
  • augmentation 45%
  • Multimodality 44%

• Deep neural networks with flexible complexity while training based on neural ordinary differential equations

  Luo, Z., Kamata, S. I., Sun, Z. & Zhou, W., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 1690-1694 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Ordinary differential equations 100%
  • Deep neural networks 90%
  • Costs 23%
  • Defects 21%

• GENERIC SPARSE GRAPH BASED CONVOLUTIONAL NETWORKS FOR FACE RECOGNITION

  Wu, R. & Kamata, S. I., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 1589-1593 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Graph structures 100%
  • Face recognition 77%
  • Convolutional neural networks 36%
  • Computer simulation 22%

• Hyperspectral Image Classification Based on Multi-stage Vision Transformer with Stacked Samples

  Chen, X., Kamata, S. I. & Zhou, W., 2021, TENCON 2021 - 2021 IEEE Region 10 Conference. Institute of Electrical and Electronics Engineers Inc., p. 441-446 6 p. (IEEE Region 10 Annual International Conference, Proceedings/TENCON; vol. 2021-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image classification 100%
  • Labels 79%
  • Feature extraction 72%
  • Remote sensing 48%
  • Deep learning 41%

• Phase-based accelerated motion magnification using image pyramid

  Mizokami, T., Sugimoto, K. & Kamata, S. I., 2021, TENCON 2021 - 2021 IEEE Region 10 Conference. Institute of Electrical and Electronics Engineers Inc., p. 708-713 6 p. (IEEE Region 10 Annual International Conference, Proceedings/TENCON; vol. 2021-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Inverse transforms 100%
  • Convolution 77%
  • Fast Fourier transforms 75%
  • Transfer functions 70%

• Pulmonary nodule detection using improved faster R-CNN and 3D Resnet

  Fan, R., Kamata, S. I. & Chen, Y., 2021, Thirteenth International Conference on Digital Image Processing, ICDIP 2021. Jiang, X. & Fujita, H. (eds.). SPIE, 118780F. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11878).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Nodule 100%
  • nodules 76%
  • Anchors 58%
  • Self-organizing 49%
  • False Positive 44%
  2 Citations (Scopus)

• Spatial information using CRF for brain tumor segmentation

  Chen, Y., Kamata, S. I. & Fan, R., 2021, Thirteenth International Conference on Digital Image Processing, ICDIP 2021. Jiang, X. & Fujita, H. (eds.). SPIE, 118780Q. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11878).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Spatial Information 100%
  • Segmentation 73%
  • Tumors 62%
  • tumors 58%
  • brain 58%

• Sub-Band Grouping Spectral Feature-Attention Block for Hyperspectral Image Classification

  Zhou, W., Kamata, S. I. & Luo, Z., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 1820-1824 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Image classification 100%
  • Recurrent neural networks 48%
  • Experiments 16%

• TRANSFORMER AND NODE-COMPRESSED DNN BASED DUAL-PATH SYSTEM FOR MANIPULATED FACE DETECTION

  Luo, Z., Kamata, S. I. & Sun, Z., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 3882-3886 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Ordinary differential equations 100%
  • Deep neural networks 90%
  • Face recognition 89%
  • Deep learning 83%
  • Pipelines 71%
  1 Citation (Scopus)

• Unsupervised Learning for Stereo Depth Estimation using Efficient Correspondence Matching

  Wenbin, H. & Sei-Ichiro, K., 2021 Nov 12, ICAIP 2021 - 2021 5th International Conference on Advances in Image Processing. Association for Computing Machinery, p. 30-34 5 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Unsupervised learning 100%
  • Costs 25%
  • Network architecture 20%
  • Experiments 7%
• 2020

  A Coarse to Fine Framework for Multi-organ Segmentation in Head and Neck Images

  Pu, Y., Kamata, S. I. & Wang, Y., 2020 Aug 26, 2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020. Institute of Electrical and Electronics Engineers Inc., 9306647. (2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Radiotherapy 100%
  • organs 83%
  • Masks 76%
  • Radiation 63%
  • delineation 15%

• Adaptive image compression using GAN based semantic-perceptual residual compensation

  Wang, R., Sun, Z. & Kamata, S. I., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 9030-9037 8 p. 9412655. (Proceedings - International Conference on Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image compression 100%
  • Compensation and Redress 75%
  • Semantics 67%
  • Discriminators 30%
  • Computer aided manufacturing 27%
  4 Citations (Scopus)

• Combined Convolutional Neural Network for Highly Compressed Images Denoising

  Liu, B. & Kamata, S. I., 2020 Aug 26, 2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020. Institute of Electrical and Electronics Engineers Inc., 9306597. (2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image denoising 100%
  • Convolutional neural networks 77%
  • filters 20%
  • White noise 18%
  • artifacts 17%

• Constant-Time Gaussian Filtering for Acceleration of Structure Similarity

  Sasaki, T., Fukushima, N., Maeda, Y., Sugimoto, K. & Kamata, S. I., 2020 Mar 6, Proceedings of International Conference on Image Processing and Robotics, ICIPRoB 2020. Sudantha, B. H. (ed.). Institute of Electrical and Electronics Engineers Inc., 9367337. (Proceedings of International Conference on Image Processing and Robotics, ICIPRoB 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Structural Similarity 100%
  • Time Constant 74%
  • Filtering 64%
  • Convolution 63%
  • Similarity 55%
  4 Citations (Scopus)

• Data Augmentation for Ancient Characters via Semi-MixFontGan

  Yuan, Z. & Kamata, S. I., 2020 Aug 26, 2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020. Institute of Electrical and Electronics Engineers Inc., 9306588. (2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • augmentation 100%
  • Labeled data 96%
  • discriminators 51%
  • Discriminators 51%
  • Semi-supervised learning 50%
  1 Citation (Scopus)

• Diabetic retinopathy grading based on Lesion correlation graph

  Luo, D. & Kamata, S. I., 2020 Aug 26, 2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020. Institute of Electrical and Electronics Engineers Inc., 9306664. (2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • lesions 100%
  • convolution integrals 96%
  • Convolution 90%
  • blindness 28%
  • warning 24%
  2 Citations (Scopus)

• Extending Compressive Bilateral Filtering for Arbitrary Range Kernel

  Sumiya, Y., Fukushima, N., Sugimoto, K. & Kamata, S. I., 2020 Oct, 2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings. IEEE Computer Society, p. 1018-1022 5 p. 9191123. (Proceedings - International Conference on Image Processing, ICIP; vol. 2020-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Computer graphics 100%
  • Convolution 91%
  • Computer vision 78%
  • Costs 35%
  9 Citations (Scopus)

• Image Tiling for Clustering to Improve Stability of Constant-Time Color Bilateral Filtering

  Miyamura, T., Fukushima, N., Waqas, M., Sugimoto, K. & Kamata, S. I., 2020 Oct, 2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings. IEEE Computer Society, p. 1038-1042 5 p. 9191059. (Proceedings - International Conference on Image Processing, ICIP; vol. 2020-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Color 100%
  • Costs 26%
  7 Citations (Scopus)

• Optimization of Sliding-DCT Based Gaussian Filtering for Hardware Accelerator

  Otsuka, T., Fukushima, N., Maeda, Y., Sugimoto, K. & Kamata, S. I., 2020 Dec 1, 2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020. Institute of Electrical and Electronics Engineers Inc., p. 423-426 4 p. 9301775. (2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cosine transforms 100%
  • Particle accelerators 66%
  • Computer hardware 38%
  • Computer architecture 19%
  3 Citations (Scopus)

• Pneumonia Detection on Chest X-rays with Attention Mask Data Augmentation

  Lai, F., Kamata, S. & Luo, Z., 2020 Apr 12, Proceedings of 2020 2nd International Conference on Video, Signal and Image Processing, VSIP 2020. Association for Computing Machinery, p. 10-16 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Masks 100%
  • X rays 95%
  • Deep learning 62%
  • Image recognition 40%
  • Developing countries 37%

• Second-Order Estimation Based Attention Network for Metric Learning

  Sun, Z. & Kamata, S. I., 2020 Aug 26, 2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020. Institute of Electrical and Electronics Engineers Inc., 9306560. (2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • learning 100%
  • embedding 70%
  • modules 56%
  • costs 34%
  • Clothes 32%

• Semantic segmentation refinement using entropy and boundary-guided monte carlo sampling and directed regional search

  Sun, Z., Kamata, S. I. & Wang, R., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 31-38 8 p. 9413099. (Proceedings - International Conference on Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Entropy 100%
  • Pixels 89%
  • Sampling 83%
  • Semantics 81%
  • Volatile organic compounds 47%

• Skin lesion classification using weakly-supervised fine-grained method

  Xue, X., Kamata, S. I. & Luo, D., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 9083-9090 8 p. 9412042. (Proceedings - International Conference on Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Skin 100%
  • Image classification 17%
  • Convolutional neural networks 14%
  • Neural networks 9%
  • Experiments 5%

• Stain-Refinement and Boundary-Enhancement Weight Maps for Multi-organ Nuclei Segmentation

  Wang, R. & Kamata, S. I., 2020 Aug 26, 2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020. Institute of Electrical and Electronics Engineers Inc., 9306586. (2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • organs 100%
  • annotations 77%
  • nuclei 62%
  • augmentation 58%
  • Pixels 36%

• Validation Feedback based Image Transfer Network for Data Augmentation

  Chen, W., Kamata, S. & Sun, Z., 2020 Apr 12, Proceedings of 2020 2nd International Conference on Video, Signal and Image Processing, VSIP 2020. Association for Computing Machinery, p. 23-29 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Classifiers 100%
  • Feedback 89%
  • Labels 30%
  • Neural networks 21%
  • Experiments 12%
• 2019

  Acceleration of Gaussian Filter with Short Window Length Using DCT-1

  Yano, T., Sugimoto, K., Kuroki, Y. & Kamata, S. I., 2019 Mar 4, 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 129-132 4 p. 8659511. (2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Discrete cosine transforms 100%
  • Convolution 43%
  • Pixels 33%
  • Computational complexity 18%
  • Experiments 7%
  4 Citations (Scopus)

• A Ranking Based Attention Approach for Visual Tracking

  Peng, S., Kamata, S. I. & Breckon, T. P., 2019 Sep, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 3073-3077 5 p. 8803358. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Convolutional neural networks 100%
  • Object tracking 59%
  • Convolution 54%
  • Data storage equipment 33%
  • Experiments 19%
  2 Citations (Scopus)

• Character recognition in Japanese historical documents via adaptive multi-region model

  Wang, Y. & Kamata, S. I., 2019 Feb 12, 2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 404-409 6 p. 8641033. (2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Character Recognition 100%
  • Character recognition 67%
  • Model 18%
  • Data Augmentation 12%
  • Experiment 7%
  1 Citation (Scopus)

• Classification of Structural MRI Images in Adhd Using 3D Fractal Dimension Complexity Map

  Wang, T. & Kamata, S. I., 2019 Sep, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 215-219 5 p. 8802930. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fractal dimension 100%
  • Magnetic resonance 86%
  • Imaging techniques 63%
  • Fractals 21%
  • Convolutional neural networks 18%
  6 Citations (Scopus)

• Data Augmentation for Historical Documents via Cascade Variational Auto-Encoder

  Cao, G. & Kamata, S. I., 2019 Sep, Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2019. Institute of Electrical and Electronics Engineers Inc., p. 340-345 6 p. 8977737. (Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Datasets 100%
  • Psychology Recognition 55%
  • Ablation 25%
  4 Citations (Scopus)

• Deep metric learning with online hard and soft selection for person re-identification

  Yu, M. & Kamata, S. I., 2019 Feb 12, 2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 426-431 6 p. 8641037. (2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Person 100%
  • Learning 88%
  • Metric 64%
  • Image Retrieval 25%
  • Multi-class 17%

• Deep neural networks with mixture of experts layers for complex event recognition from images

  Li, M. & Kamata, S. I., 2019 Feb 12, 2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 410-415 6 p. 8641027. (2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mixture of Experts 100%
  • Deep neural networks 58%
  • Neural Networks 57%
  • Discrepancy 30%
  • Knowledge Transfer 27%
  2 Citations (Scopus)

• Densely connected autoencoders for image compression

  Zebang, S. & Sei-Ichiro, K., 2019, ACM International Conference Proceeding Series. Association for Computing Machinery, p. 78-83 6 p. (ACM International Conference Proceeding Series; vol. Part F147765).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image compression 100%
  • Deep learning 35%
  • Data compression 21%
  • Computer vision 16%
  • Textures 15%
  2 Citations (Scopus)

• Edge-guided Hierarchically Nested Network for Real-time Semantic Segmentation

  Li, Y., Kamata, S. I. & Liu, H., 2019 Sep, Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2019. Institute of Electrical and Electronics Engineers Inc., p. 296-301 6 p. 8977788. (Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Semantics 100%
  • Deep neural networks 46%
  • Convolutional neural networks 43%
  • Fusion reactions 38%
  • Datasets 38%
  1 Citation (Scopus)

• Efficient Computational Scheduling of Box and Gaussian FIR Filtering for CPU Microarchitecture

  Fukushima, N., Maeda, Y., Kawasaki, Y., Nakamura, M., Tsumura, T., Sugimoto, K. & Kamata, S. I., 2019 Mar 4, 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 875-879 5 p. 8659674. (2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Program processors 100%
  • Scheduling 81%
  • Cache memory 50%
  • FIR filters 43%
  13 Citations (Scopus)

• Forgery image detection via mask filter banks based CNN

  Wang, L. & Kamata, S., 2019 Jan 1, Tenth International Conference on Graphics and Image Processing, ICGIP 2018. Pu, Y., Yu, H., Li, C. & Pan, Z. (eds.). SPIE, 110691P. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11069).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Filter Banks 100%
  • Mask 95%
  • Filter banks 82%
  • Masks 70%
  • masks 63%
  3 Citations (Scopus)

• Frontal gait recognition from incomplete rgb-d streams using gait cycle analysis

  Zou, W. & Kamata, S. I., 2019 Feb 12, 2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 453-458 6 p. 8640960. (2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Gait Recognition 100%
  • Gait 68%
  • Airports 45%
  • Biometrics 44%
  • Cycle 31%
  2 Citations (Scopus)

• Fundus image classification for diabetic retinopathy using disease severity grading

  Sakaguchi, A., Wu, R. & Kamata, S. I., 2019 Mar 28, Proceedings of the 2019 9th International Conference on Biomedical Engineering and Technology, ICBET 2019. Association for Computing Machinery, p. 190-196 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image classification 100%
  • Neural networks 56%
  • Image analysis 44%
  • Imaging techniques 35%
  • Costs 17%
  12 Citations (Scopus)

• GPU-friendly Approximate Bilateral Filter for 3D Volume Data

  Yano, K., Sugimoto, K. & Kamata, S. I., 2019 Mar 4, 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2054-2058 5 p. 8659773. (2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Graphics processing unit 100%
  • Convolution 35%
  • Costs 13%

• Hybrid Featured based Pyramid Structured CNN for Texture Classification

  Liu, H., Kamata, S. I. & Li, Y., 2019 Sep, Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2019. Institute of Electrical and Electronics Engineers Inc., p. 170-175 6 p. 8977773. (Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Textures 100%
  • Ocular Vision 52%
  • Datasets 49%
  • Image resolution 33%
  • Convolution 30%
  1 Citation (Scopus)

• PCA based guided bilateral filter for medical color images

  Kage, T., Sugimoto, K. & Kamata, S. I., 2019 Mar 28, Proceedings of the 2019 9th International Conference on Biomedical Engineering and Technology, ICBET 2019. Association for Computing Machinery, p. 142-148 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Color 100%
  • Computational complexity 75%
  • Principal component analysis 21%
  • Experiments 8%
  1 Citation (Scopus)

• Video super-resolution using wave-shape network

  Wu, Y. & Kamata, S. I., 2019 Dec 20, Proceedings of the 2019 3rd International Conference on Video and Image Processing, ICVIP 2019. Association for Computing Machinery, p. 132-136 5 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Optical resolving power 100%
  • Image resolution 40%
  • Electric fuses 39%
  • Image quality 35%
  • Fusion reactions 30%