Jiro Katto

Research output

Research output per year 1990 2013 2014 2016 2018 2019 2020 2021

• 1023 Citations
• 14 h-Index
• 154 Conference contribution
• 48 Article
• 6 Paper
• 5 Review article
• 3 More
  • 2 Conference article
  • 1 Editorial

Research output per year

Research output per year

Search results

• 2021

  Accelerating convolutional neural network inference based on a reconfigurable sliced systolic array

  Zeng, Y., Sun, H., Katto, J. & Fan, Y., 2021, 2021 IEEE International Symposium on Circuits and Systems, ISCAS 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9401287. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2021-May).

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

  • Systolic arrays 100%
  • Convolutional neural networks 70%
  • Image recognition 17%
  • Tile 17%
  • Convolution 15%

• Approximated reconfigurable transform architecture for VVC

  Zeng, Y., Sun, H., Katto, J. & Fan, Y., 2021, 2021 IEEE International Symposium on Circuits and Systems, ISCAS 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9401178. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2021-May).

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

  • Image coding 100%
  • Mathematical transformations 52%
  • Degradation 35%
  • Networks (circuits) 27%
  1 Citation (Scopus)

• Deep Learning-based R-R Interval Estimation by Using Smartphone Sensors during Exercise

  Shirasaki, S., Kanai, K. & Katto, J., 2021 Jan 10, 2021 IEEE International Conference on Consumer Electronics, ICCE 2021. Institute of Electrical and Electronics Engineers Inc., 9427634. (Digest of Technical Papers - IEEE International Conference on Consumer Electronics; vol. 2021-January).

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

  • Smartphones 100%
  • Deep learning 95%
  • Wearable technology 60%
  • Sensors 54%
  • Electrocardiography 52%

• FRAB: A Flexible Relaxation Method for Fair, Stable, Efficient Multi-user DASH Video Streaming

  Wei, B., Song, H. & Katto, J., 2021 Jun, ICC 2021 - IEEE International Conference on Communications, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Communications).

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

  • HTTP 100%
  • Video streaming 93%
  • Relaxation 78%
  • Adaptive algorithms 16%
  • Experiments 12%

• High-QoE DASH Live Streaming Using Reinforcement Learning

  Wei, B., Song, H. & Katto, J., 2021 Jun 25, 2021 IEEE/ACM 29th International Symposium on Quality of Service, IWQOS 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE/ACM 29th International Symposium on Quality of Service, IWQOS 2021).

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

  • Reinforcement Learning 100%
  • Video streaming 86%
  • Reinforcement learning 78%
  • Streaming Video 43%
  • Latency 16%

• IoT-centric service function chainingorchestration and its performance validation

  Sekine, H., Kanai, K., Katto, J., Kanemitsu, H. & Nakazato, H., 2021 Jan 9, 2021 IEEE 18th Annual Consumer Communications and Networking Conference, CCNC 2021. Institute of Electrical and Electronics Engineers Inc., 9369538. (2021 IEEE 18th Annual Consumer Communications and Networking Conference, CCNC 2021).

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

  • Internet of things 100%
  • Network function virtualization 19%
  • Communication 14%
  • Linear programming 13%
  • Mathematical models 10%

• Performance evaluations of channel estimation using deep-learning based super-resolution

  Maruyama, D., Kanai, K. & Katto, J., 2021 Jan 9, 2021 IEEE 18th Annual Consumer Communications and Networking Conference, CCNC 2021. Institute of Electrical and Electronics Engineers Inc., 9369521. (2021 IEEE 18th Annual Consumer Communications and Networking Conference, CCNC 2021).

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

  • Channel estimation 100%
  • Deep learning 87%
  • Network architecture 15%
  • Computer vision 13%
  • Communication systems 13%
• 2020

  Accuracy evaluation of corridor width estimation using RGB-D camera

  Maruyama, D., Kanai, K. & Katto, J., 2020 Oct 13, 2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020. Institute of Electrical and Electronics Engineers Inc., p. 297-298 2 p. 9291898. (2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020).

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

  • corridors 100%
  • cameras 53%
  • Cameras 48%
  • evaluation 42%
  • Open Data 41%

• Accuracy evaluations of video anomaly detection using human pose estimation

  Ichihara, K., Takeuchi, M. & Katto, J., 2020 Jan, 2020 IEEE International Conference on Consumer Electronics, ICCE 2020. Institute of Electrical and Electronics Engineers Inc., 9043128. (Digest of Technical Papers - IEEE International Conference on Consumer Electronics; vol. 2020-January).

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

  • Anomaly detection 100%
  • Cameras 34%

• A learning-based low complexity in-loop filter for video coding

  Liu, C., Sun, H., Katto, J., Zeng, X. & Fan, Y., 2020 Jul, 2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020. Institute of Electrical and Electronics Engineers Inc., 9106015. (2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020).

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

  • Image coding 100%
  • Anchors 34%
  • Convolution 33%
  • Decoding 28%
  • Mobile computing 28%

• An image compression framework with learning-based filter

  Sun, H., Liu, C., Katto, J. & Fan, Y., 2020 Jun, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. IEEE Computer Society, p. 602-606 5 p. 9150854. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2020-June).

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

  • Image compression 100%
  • Image coding 98%
  • Color 70%

• CNN based optimal intra prediction mode estimation in video coding

  Yokoyama, R., Tahara, M., Takeuchi, M., Sun, H., Matsuo, Y. & Katto, J., 2020 Jan, 2020 IEEE International Conference on Consumer Electronics, ICCE 2020. Institute of Electrical and Electronics Engineers Inc., 9043170. (Digest of Technical Papers - IEEE International Conference on Consumer Electronics; vol. 2020-January).

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

  • Image coding 100%
  • Convolutional neural networks 91%
  • Image compression 67%
  1 Citation (Scopus)

• Curb height estimation using 2DLiDAR mounted on e-bike

  Yamamoto, K., Kanai, K. & Katto, J., 2020 Oct 13, 2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020. Institute of Electrical and Electronics Engineers Inc., p. 389-390 2 p. 9291904. (2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020).

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

  • Electric bikes 100%
  • Curbs 81%
  • prototypes 48%
  • Open Data 37%
  • roads 32%

• Deep Pedestrian Distance Estimation from Single-shot Image

  Murayama, K., Kanai, K., Takeuchi, M. & Katto, J., 2020 Oct 13, 2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020. Institute of Electrical and Electronics Engineers Inc., p. 276-277 2 p. 9291915. (2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020).

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

  • shot 100%
  • Deep learning 46%
  • learning 38%
  • Cameras 37%
  • regression analysis 35%

• End-To-End Learned Image Compression with Fixed Point Weight Quantization

  Sun, H., Cheng, Z., Takeuchi, M. & Katto, J., 2020 Oct, 2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings. IEEE Computer Society, p. 3359-3363 5 p. 9190805. (Proceedings - International Conference on Image Processing, ICIP; vol. 2020-October).

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

  • Image compression 100%
  • Anchors 20%
  • Embedded systems 18%
  • Tuning 15%
  • Data storage equipment 12%
  1 Citation (Scopus)

• Fully Neural Network Mode Based Intra Prediction of Variable Block Size

  Sun, H., Yu, L. & Katto, J., 2020 Dec 1, 2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020. Institute of Electrical and Electronics Engineers Inc., p. 21-24 4 p. 9301842. (2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020).

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

  • Neural networks 100%
  • Anchors 41%
  • Image coding 40%
  • Convolutional neural networks 37%
  1 Citation (Scopus)

• HEVC video coding with deep learning based frame interpolation

  Shimizu, J., Cheng, Z., Sun, H., Takeuchi, M. & Katto, J., 2020 Oct 13, 2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020. Institute of Electrical and Electronics Engineers Inc., p. 433-434 2 p. 9291852. (2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020).

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

  • video compression 100%
  • learning 56%
  • Image compression 52%
  • Image coding 51%
  • interpolation 51%

• Learned Lossless Image Compression with A Hyperprior and Discretized Gaussian Mixture Likelihoods

  Cheng, Z., Sun, H., Takeuchi, M. & Katto, J., 2020 May, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2158-2162 5 p. 9053413. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

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

  • Image compression 100%
  • Deep learning 58%
  • Communication 16%
  3 Citations (Scopus)

• Low bitrate image compression with discretized gaussian mixture likelihoods

  Cheng, Z., Sun, H. & Katto, J., 2020 Jun, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. IEEE Computer Society, p. 543-546 4 p. 9150872. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2020-June).

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

  • Image compression 100%

• Reinforcement Learning Based Adaptive Video Streaming on Named Data Networking

  Awiphan, S., Bootkrajang, J. & Katto, J., 2020 Oct 13, 2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020. Institute of Electrical and Electronics Engineers Inc., p. 405-406 2 p. 9292037. (2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020).

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

  • Video streaming 100%
  • learning 98%
  • reinforcement 96%
  • Complex networks 93%
  • Reinforcement learning 90%

• Road Crack Detection Using U-Net

  Wada, N., Kanai, K., Takeuchi, M. & Katto, J., 2020 Oct 13, 2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020. Institute of Electrical and Electronics Engineers Inc., p. 301-302 2 p. 9292044. (2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020).

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

  • Crack detection 100%
  • roads 83%
  • cracks 59%
  • damage 55%
  • Bicycles 45%

• Scalable Learned Image Compression with A Recurrent Neural Networks-Based Hyperprior

  Su, R., Cheng, Z., Sun, H. & Katto, J., 2020 Oct, 2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings. IEEE Computer Society, p. 3369-3373 5 p. 9190704. (Proceedings - International Conference on Image Processing, ICIP; vol. 2020-October).

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

  • Recurrent neural networks 100%
  • Image compression 97%
  • Convolutional neural networks 65%
  • Entropy 60%
  • Network architecture 44%
• 2019

  Accuracy evaluations of contact-free heart rate measurement mehods using 4K facial images

  Yasumaru, M., Cheng, Z., Yoloyama, R., Knai, K. & Katto, J., 2019 Mar 6, 2019 IEEE International Conference on Consumer Electronics, ICCE 2019. Institute of Electrical and Electronics Engineers Inc., 8662095. (2019 IEEE International Conference on Consumer Electronics, ICCE 2019).

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

  • Cameras 100%
  • Image resolution 50%
  • Internet of things 39%
  • Sensors 24%

• Adaptive video streaming on named data networking with iot-assisted content delivery

  Awiphan, S., Poobai, K. & Katto, J., 2019 May 10, 2018 22nd International Computer Science and Engineering Conference, ICSEC 2018. Institute of Electrical and Electronics Engineers Inc., 8712644. (2018 22nd International Computer Science and Engineering Conference, ICSEC 2018).

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

  • Video Streaming 100%
  • Networking 65%
  • Video streaming 49%
  • Routers 43%
  • Internet of things 38%
  2 Citations (Scopus)

• A function clustering algorithm for resource utilization in service function chaining

  Kanemitsu, H., Kanai, K., Katto, J. & Nakazato, H., 2019 Jul, Proceedings - 2019 IEEE International Conference on Cloud Computing, CLOUD 2019 - Part of the 2019 IEEE World Congress on Services. Bertino, E., Chang, C. K., Chen, P., Damiani, E., Goul, M. & Oyama, K. (eds.). IEEE Computer Society, p. 193-195 3 p. 8814541. (IEEE International Conference on Cloud Computing, CLOUD; vol. 2019-July).

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

  • Clustering algorithms 100%
  • Virtual machine 56%
  • Scheduling algorithms 27%
  • Program processors 23%
  1 Citation (Scopus)

• A Gamut-Extension Method Considering Color Information Restoration using Convolutional Neural Networks

  Takeuchi, M., Sakamoto, Y., Yokoyama, R., Sun, H., Matsuo, Y. & Katto, J., 2019 Sep, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 774-778 5 p. 8803728. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

  • High definition television 100%
  • Restoration 77%
  • Convolutional neural networks 71%
  • Color 56%
  • Television 21%
  2 Citations (Scopus)

• A Minimal Adder-oriented 1D DST-VII/DCT-VIII Hardware Implementation for VVC Standard

  Yibo, F., Jiro, K., Heming, S., Xiaoyang, Z. & Yixuan, Z., 2019 Sep, Proceedings - 32nd IEEE International System on Chip Conference, SOCC 2019. Zhao, D., Basu, A., Bayoumi, M., Hwee, G. B., Tong, G. & Sridhar, R. (eds.). IEEE Computer Society, p. 176-180 5 p. 9088002. (International System on Chip Conference; vol. 2019-September).

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

  • Discrete cosine transforms 100%
  • Adders 96%
  • Mathematical transformations 92%
  • Image coding 88%
  • Computer hardware 51%
  1 Citation (Scopus)

• Bi-directional attention flow for video alignment

  Abobeah, R., Torki, M., Shoukry, A. & Katto, J., 2019, VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Kerren, A., Hurter, C. & Braz, J. (eds.). SciTePress, p. 583-589 7 p. (VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 5).

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

  • Computer vision 100%
  1 Citation (Scopus)

• Convolutional Neural Network based Inverse Tone Mapping for High Dynamic Range Display using LUCORE

  Hirao, K., Cheng, Z., Takeuchi, M. & Katto, J., 2019 Mar 6, 2019 IEEE International Conference on Consumer Electronics, ICCE 2019. Institute of Electrical and Electronics Engineers Inc., 8662048. (2019 IEEE International Conference on Consumer Electronics, ICCE 2019).

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

  • Convolutional neural networks 100%
  • Display devices 83%
  • Luminance 21%
  2 Citations (Scopus)

• Dual Learning-based Video Coding with Inception Dense Blocks

  Liu, C., Sun, H., Chen, JA., Cheng, Z., Takeuchi, M., Katto, J., Zeng, X. & Fan, Y., 2019 Nov, 2019 Picture Coding Symposium, PCS 2019. Institute of Electrical and Electronics Engineers Inc., 8954498. (2019 Picture Coding Symposium, PCS 2019).

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

  • Image coding 100%
  • Neural networks 20%
  • Feature extraction 12%
  • Compensation and Redress 12%
  2 Citations (Scopus)

• Fast QTMT Partition Decision Algorithm in VVC Intra Coding based on Variance and Gradient

  Chen, J., Sun, H., Katto, J., Zeng, X. & Fan, Y., 2019 Dec, 2019 IEEE International Conference on Visual Communications and Image Processing, VCIP 2019. Institute of Electrical and Electronics Engineers Inc., 8965674. (2019 IEEE International Conference on Visual Communications and Image Processing, VCIP 2019).

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

  • Image coding 100%
  • Anchors 25%
  • Computational complexity 20%
  • Textures 20%
  13 Citations (Scopus)

• Improvement of H.265/HEVC Encoding for 8K UHDTV by GOP Size and Prediction Mode Selection

  Sakamoto, Y., Yokoyama, R., Takeuchi, M., Matsuo, Y. & Katto, J., 2019 Mar 6, 2019 IEEE International Conference on Consumer Electronics, ICCE 2019. Institute of Electrical and Electronics Engineers Inc., 8662077. (2019 IEEE International Conference on Consumer Electronics, ICCE 2019).

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

  • Image coding 100%
  • Computational complexity 81%
  • Costs 76%

• IoT Device Virtualization for Efficient Resource Utilization in Smart City IoT Platform

  Ogawa, K., Kanai, K., Nakamura, K., Kanemitsu, H., Katto, J. & Nakazato, H., 2019 Mar, 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019. Institute of Electrical and Electronics Engineers Inc., p. 419-422 4 p. 8730806. (2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019).

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

  • Virtualization 100%
  • Smart Cities 94%
  • Resource Utilization 87%
  • Smart city 81%
  • Internet of things 62%
  13 Citations (Scopus)

• Learning image and video compression through spatial-temporal energy compaction

  Cheng, Z., Sun, H., Takeuchi, M. & Katto, J., 2019 Jun, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 10063-10072 10 p. 8953743. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

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

  • Image compression 100%
  • Compaction 83%
  • Interpolation 12%
  • Data communication systems 6%
  23 Citations (Scopus)

• Light-weight video coding based on perceptual video quality for live streaming

  Sakamoto, Y., Saika, S., Takeuchi, M., Nagashima, T., Cheng, Z., Kanai, K., Katto, J., Wei, K., Zengwei, J. & Wei, X., 2019 Jan 4, Proceedings - 2018 IEEE International Symposium on Multimedia, ISM 2018. Institute of Electrical and Electronics Engineers Inc., p. 139-142 4 p. 8603274. (Proceedings - 2018 IEEE International Symposium on Multimedia, ISM 2018).

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

  • Image coding 100%
  • Video streaming 36%
  • Extrapolation 36%
  • Internet 22%
  • Costs 12%

• Perceptual Quality Study on Deep Learning Based Image Compression

  Cheng, Z., Akyazi, P., Sun, H., Katto, J. & Ebrahimi, T., 2019 Sep, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 719-723 5 p. 8803824. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

  • Image compression 100%
  • Deep learning 88%
  • Image resolution 52%
  3 Citations (Scopus)

• Performance Evaluations of IEEE 802.11ad and Human Pose Detection towards Intelligent Video Surveillance System

  Okano, M., Kanai, K. & Katto, J., 2019 May, 2019 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2019. Institute of Electrical and Electronics Engineers Inc., 8991819. (2019 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2019).

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

  • Throughput 100%
  • Image resolution 77%
  • Network performance 69%
  • Cameras 50%
  • Communication 36%

• Performance evaluations of iot device virtualization for efficient resource utilization

  Ogawa, K., Sekine, H., Kanai, K., Nakamura, K., Kanemitsu, H., Katto, J. & Nakazato, H., 2019 Jun, Global IoT Summit, GIoTS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8766410. (Global IoT Summit, GIoTS 2019 - Proceedings).

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

  • virtualization 100%
  • resource utilization 83%
  • performance evaluation 80%
  • Virtualization 73%
  • smart city 73%
  4 Citations (Scopus)

• Performance Evaluations of Tile-based 360-degree DASH Streaming with Clustering-based Viewport Prediction

  Shinohara, Y., Shirasaki, S., Wu, Y., Kanai, K. & Katto, J., 2019 May, 2019 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2019. Institute of Electrical and Electronics Engineers Inc., 8991815. (2019 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2019).

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

  • Tile 100%
  • Video streaming 33%
  • Telecommunication traffic 31%
  • Image quality 27%

• Performance Evaluations of Viewport Movement Prediction and Rate Adaptation for Tile-Based 360-Degree Video Delivery

  Shinohara, Y., Kanai, K. & Katto, J., 2019 Dec, Proceedings - 2019 IEEE International Symposium on Multimedia, ISM 2019. Institute of Electrical and Electronics Engineers Inc., p. 241-242 2 p. 8959016. (Proceedings - 2019 IEEE International Symposium on Multimedia, ISM 2019).

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

  • Tile 100%

• Proxy-assisted rate adaptation for 4K video streaming on named data networking

  Awiphan, S., Poobai, K. & Katto, J., 2019 Oct, 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019. Institute of Electrical and Electronics Engineers Inc., p. 181-183 3 p. 9015382. (2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019).

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

  • Video streaming 100%
  • Internet of things 76%
  • bandwidth 21%
  • Bandwidth 18%
  • Experiments 10%
  1 Citation (Scopus)

• Road Infrastructure Monitoring System using E-Bikes and Its Extensions for Smart Community

  Katto, J., Takeuchi, M., Kanai, K. & Sun, H., 2019 Oct 4, SMAS 2019 - Proceedings of the 1st ACM Workshop on Emerging Smart Technologies and Infrastructures for Smart Mobility and Sustainability, co-located with MobiCom 2019. Association for Computing Machinery, p. 43-44 2 p. (Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM).

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

  • Electric bikes 100%
  • Monitoring 34%
  • Internet of things 34%
  • Smartphones 19%
  • Deep learning 18%
  5 Citations (Scopus)

• TCP throughput characteristics over 5G millimeterwave network in indoor train station

  Okano, M., Hasegawa, Y., Kanai, K., Wei, B. & Katto, J., 2019 Apr, 2019 IEEE Wireless Communications and Networking Conference, WCNC 2019. Institute of Electrical and Electronics Engineers Inc., 8886119. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2019-April).

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

  • Millimeter waves 100%
  • Throughput 70%
  • Packet loss 67%
  • Video streaming 37%
  • Traffic control 37%
  6 Citations (Scopus)
• 2018

  Adaptive bit-rate video streaming on named data networking with active throughput estimation

  Poobai, K., Awiphan, S. & Katto, J., 2018 Apr 27, Proceedings of 2018 International Conference on Information Science and System, ICISS 2018. Association for Computing Machinery, p. 75-80 6 p.

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

  • Video streaming 100%
  • Throughput 63%
  • Bandwidth 28%
  • Packet loss 22%
  • Routers 21%
  1 Citation (Scopus)

• A fast no-reference screen content image quality prediction using convolutional neural networks

  Cheng, Z., Takeuchi, M., Kanai, K. & Katto, J., 2018 Nov 28, 2018 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2018. Institute of Electrical and Electronics Engineers Inc., 8551572

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

  • Image quality 100%
  • Convolutional neural networks 98%
  • Agglomeration 23%
  • Image processing 21%
  • Machine learning 19%
  2 Citations (Scopus)

• A study on color-space conversion method considering color information restoration

  Takeuchi, M., Saika, S., Sakamoto, Y., Matsuo, Y. & Katto, J., 2018 Mar 26, 2018 IEEE International Conference on Consumer Electronics, ICCE 2018. Mohanty, S. P., Corcoran, P., Li, H., Sengupta, A. & Lee, J-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (2018 IEEE International Conference on Consumer Electronics, ICCE 2018; vol. 2018-January).

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

  • Restoration 100%
  • Color 72%
  • High definition television 64%
  3 Citations (Scopus)

• Deep Convolutional AutoEncoder-based Lossy Image Compression

  Cheng, Z., Sun, H., Takeuchi, M. & Katto, J., 2018 Sep 5, 2018 Picture Coding Symposium, PCS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 253-257 5 p. 8456308. (2018 Picture Coding Symposium, PCS 2018 - Proceedings).

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

  • Image compression 100%
  • Image coding 32%
  • Principal component analysis 30%
  • Deep learning 29%
  • Computer vision 27%
  36 Citations (Scopus)

• Deep Inverse Tone Mapping Optimized for High Dynamic Range Display

  Hirao, K., Cheng, Z., Takeuchi, M. & Katto, J., 2018 Nov 16, 9th International Conference on Information and Communication Technology Convergence: ICT Convergence Powered by Smart Intelligence, ICTC 2018. Institute of Electrical and Electronics Engineers Inc., p. 472-474 3 p. 8539648

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

  • Display devices 100%
  • Neural Networks 94%
  • Convolutional neural networks 71%
  • Input Use 34%
  • Network Design 30%
  1 Citation (Scopus)

• Edge-centric field monitoring system for energy-efficient and network-friendly field sensing

  Ogawa, K., Kanai, K., Takeuchi, M., Katto, J. & Tsuda, T., 2018 Mar 16, CCNC 2018 - 2018 15th IEEE Annual Consumer Communications and Networking Conference. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (CCNC 2018 - 2018 15th IEEE Annual Consumer Communications and Networking Conference; vol. 2018-January).

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

  • Landslides 100%
  • Monitoring 82%
  • Cameras 77%
  • Sensors 75%
  • Edge computing 45%
  8 Citations (Scopus)

• Edge-centric Video Surveillance System Based on Event-driven Rate Adaptation for 24-hour Monitoring

  Sakaushi, A., Kanai, K., Katto, J. & Tsuda, T., 2018 Oct 2, 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018. Institute of Electrical and Electronics Engineers Inc., p. 651-656 6 p. 8480272. (2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018).

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

  • Image enhancement 100%
  • Visibility 87%
  • Image quality 81%
  • Monitoring 49%
  2 Citations (Scopus)