Deep learning in medical imaging and radiation therapy

B Sahiner, A Pezeshk, LM Hadjiiski, X Wang… - Medical …, 2019 - Wiley Online Library
The goals of this review paper on deep learning (DL) in medical imaging and radiation
therapy are to (a) summarize what has been achieved to date;(b) identify common and …

Five-stroke based CNN-BiRNN-CRF network for Chinese named entity recognition

F Yang, J Zhang, G Liu, J Zhou, C Zhou… - … Language Processing and …, 2018 - Springer
Identifying entity boundaries and eliminating entity ambiguity are two major challenges
faced by Chinese named entity recognition researches. This paper proposes a five-stroke …

Hierarchical character embeddings: Learning phonological and semantic representations in languages of logographic origin using recursive neural networks

M Nguyen, GH Ngo, NF Chen - IEEE/ACM Transactions on …, 2019 - ieeexplore.ieee.org
Logographs (Chinese characters) have recursive structures (ie hierarchies of sub-units in
logographs) that contain phonological and semantic information, as developmental …

Real-time automatic music transcription (AMT) with Zync FPGA

K Vaca, A Gajjar, X Yang - 2019 IEEE Computer Society Annual …, 2019 - ieeexplore.ieee.org
A real-time automatic music transcription (AMT) system has a great potential for applications
and interactions between people and music, such as the popular devices Amazon Echo and …

Jamo pair encoding: Subcharacter representation-based extreme Korean vocabulary compression for efficient subword tokenization

S Moon, N Okazaki - … of the Twelfth Language Resources and …, 2020 - aclanthology.org
In the context of multilingual language model pre-training, vocabulary size for languages
with a broad set of potential characters is an unsolved problem. We propose two algorithms …

A scalable image/video processing platform with open source design and verification environment

X Yang, Y Zhang, L Wu - 20th International Symposium on …, 2019 - ieeexplore.ieee.org
This paper presents a scalable image/video processing platform on Field-Programmable
Gate Array (FPGA), capable of capturing images via a low-cost OV7670 camera and in real …

An fpga synthesis of face detection algorithm using haar classifier

A Gajjar, X Yang, L Wu, H Koc, I Unwala… - Proceedings of the 2nd …, 2018 - dl.acm.org
This paper presents a synthesis of well-known Viola-Jones face detection algorithm on
Xilinx software and platform-Vivado and field programmable gate array (FPGA) as Nexys 4 …

Mesh-iot based system for large-scale environment

A Gajjar, X Yang, H Koc, I Unwala… - 2018 International …, 2018 - ieeexplore.ieee.org
This paper presents an Internet-of-Things (IoT) architecture by integrating a Synology cloud
server, edge computing systems, and physical networks. More specifically, we have …

Exploring slice-energy saving on an video processing FPGA platform with approximate computing

Y Zhang, X Yang, L Wu, J Lu, K Sha, A Gajjar… - Proceedings of the 2nd …, 2018 - dl.acm.org
This paper proposes a scalable video processing platform on Field Programmable Gate
Array (FPGA), providing several slice-energy cost solutions corresponding to different …

[PDF][PDF] A Vision of Fog Systems with Integrating FPGAs and BLE Mesh Network.

X Yang, L Wu, X He, A Gajjar, Y Feng - J. Commun., 2019 - sceweb.uhcl.edu
This paper presents a novel integrated fieldprogrammable gate arrays (FPGA) and
Bluetooth Low Energy (BLE) mesh system in the field of fog computing. Combining the …