Fengbo Ren

Asst Professor

Assistant Professor, Embedded Systems, Consortium for (CES)
Assistant Professor, Assured and Scalable Data Engineering, Center for (CASCADE)
Assistant Professor, IAFSE-CIDSE: Computer Science and Engineering
Asst Professor, Computing, Informatics and Decision Systems Engineering, School of (CIDSE)

343 Citations
9 h-Index

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Research Output 2010 2018

343 Citations
9 h-Index
16 Conference contribution
14 Article

A 34-FPS 698-GOP/s/W Binarized Deep Neural Network-based Natural Scene Text Interpretation Accelerator for Mobile Edge Computing

Li, Y., Liu, Z., Liu, W., Jiang, Y., Wang, Y., Goh, W. L., Yu, H. & Ren, F., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Industrial Electronics.

Research output: Contribution to journal › Article

Particle accelerators

Energy efficiency

Servers

Throughput

Architectural design

A Deep Learning Approach for Targeted Contrast-Enhanced Ultrasound Based Prostate Cancer Detection

Feng, Y., Yang, F., Zhou, X., Guo, Y., Tang, F., Ren, F., Guo, J. & Ji, S., May 11 2018, (Accepted/In press) In : IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Research output: Contribution to journal › Article

Prostate Cancer

Ultrasound

Ultrasound Image

Prostatic Neoplasms

Ultrasonics

5 Citations (Scopus)

A GPU-outperforming FPGA accelerator architecture for binary convolutional neural networks

Li, Y., Liu, Z., Xu, K., Yu, H. & Ren, F., Jul 1 2018, In : ACM Journal on Emerging Technologies in Computing Systems. 14, 2, 3154839.

Research output: Contribution to journal › Article

Particle accelerators

Field programmable gate arrays (FPGA)

Neural networks

Energy efficiency

Throughput

1 Citation (Scopus)

CSVideoNet: A real-time end-to-end learning framework for high-frame-rate video compressive sensing

Xu, K. & Ren, F., May 3 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1680-1688 9 p.

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

Decoding

Signal to noise ratio

Cameras

Recovery

Processing

LAPRAN: A scalable laplacian pyramid reconstructive adversarial network for flexible compressive sensing reconstruction

Xu, K., Zhang, Z. & Ren, F., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 491-507 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11214 LNCS).

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

Compressive Sensing

Pyramid

Image reconstruction

Fidelity

Image Reconstruction