研究成果 (121)

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3D deeply supervised network for automated segmentation of volumetric medical images
Qi Dou, Lequan Yu, Hao Chen, Yueming Jin, Xin Yang, Jing Qin, Pheng-Ann Heng ( 2017 )
Medical Image Analysis
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1016/j.media.2017.05.001
3D FractalNet: Dense Volumetric Segmentation for Cardiovascular MRI Volumes
Lequan Yu, Xin Yang, Jing Qin, Pheng-Ann Heng ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1007/978-3-319-52280-7_10
3D U-net with Multi-level Deep Supervision: Fully Automatic Segmentation of Proximal Femur in 3D MR Images
Guodong Zeng, Xin Yang, Jing Li, Lequan Yu, Pheng-Ann Heng, Guoyan Zheng ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1007/978-3-319-67389-9_32
Achieving Coordination in Multi-Agent Systems by Stable Local Conventions under Community Networks
Shuyue Hu, Ho-fung Leung ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.24963/ijcai.2017/659
A comparison of general-purpose distributed systems for data processing
Jinfeng Li, James Cheng, Yunjian Zhao, Fan Yang, Yuzhen Huang, Haipeng Chen, Ruihao Zhao ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/BigData.2016.7840626
AGNet: Attention-Guided Network for Surgical Tool Presence Detection
Xiaowei Hu, Lequan Yu, Hao Chen, Jing Qin, and Pheng-Ann Heng ( 2017 )
Other conference paper
數位物件識別號 (DOI): http://dx.doi.org/10.1007/978-3-319-67558-9_22
An End-To-End Log Management Framework for Distributed Systems
Pinjia He ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/SRDS.2017.41
A neural network approach to visual tracking
Zhe Zhang, Kin Hong Wong, Zhiliang Zeng, Lei Zhu ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.23919/MVA.2017.7986881
A Non-local Low-Rank Framework for Ultrasound Speckle Reduction
Lei Zhu, Chi-Wing Fu, Michael S. Brown, Pheng-Ann Heng ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/CVPR.2017.60
A novel method of micro-tomography geometric angle calibration with random phantom
Haocheng Li, Wei Hong, Xuanqin Mou, Yu Liu ( 2017 )
Journal of X-ray science and technology
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.3233/XST-16178
A pilot study to assess the feasibility of producing a useful 3-D reconstruction of the complex anatomy of the nasopharynx from ultra-high resolution axial human datasets
AC Vlantis, Michael CF Tong, Q Meng, Jason YK Chan, PA Heng ( 2017 )
Other conference paper
Approximate Bounded Indistinguishability
Andrej Bogdanov, Christopher Williamson ( 2017 )
Refereed conference paper presented and published in conference proceedings
ApproxLUT: A Novel Approximate Lookup Table-Based Accelerator
TIAN Ye, WANG Ting, ZHANG Qian, XU Qiang ( 2017 )
Refereed conference paper presented and published in conference proceedings
Architectural implications on the performance and cost of graph analytics systems
Qizhen Zhang, Hongzhi Chen, Da Yan, James Cheng, Boon Thau Loo, Purushotham Bangalore ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1145/3127479.3128606
ASCII Art Synthesis from Natural Photographs
XU Xuemiao, ZHONG Linyuan, XIE Minshan, LIU Xueting, QIN Jing, WONG Tien Tsin ( 2017 )
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG)
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1109/TVCG.2016.2569084
A Simulation Analysis of Reliability in Erasure-Coded Data Centers
Mi Zhang, Shujie Han, Patrick P. C. Lee ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/SRDS.2017.19
Aspect-level sentiment classification with HEAT (HiErarchical ATtention) network
Jiajun Cheng, Shenglin Zhao, Jiani Zhang, Irwin King, Xin Zhang, Hui Wang ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1145/3132847.3133037
Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks
Lequan Yu, Hao Chen, Qi Dou, Jing Qin, Pheng Ann Heng ( 2017 )
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1109/TMI.2016.2642839
Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning
Qi Dou, Hao Chen, Yueming Jin, Huangjing Lin, Jing Qin, Pheng-Ann Heng ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1007/978-3-319-66179-7_72
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets
Lequan Yu, Jie-Zhi Cheng, Qi Dou, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1007/978-3-319-66185-8_33
Bilinear Lithography Hotspot Detection
Hang Zhang, Fengyuan Zhu, Haocheng Li, Evangeline F. Y. Young, Bei Yu ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1145/3036669.3036673
Blind Image Denoising via Dependent Dirichlet Process Tree
Fengyuan Zhu, Guangyong Chen, Jianye Hao, Pheng-Ann Heng ( 2017 )
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1109/TPAMI.2016.2604816
Blue Noise Sampling Using an N-body Simulation-based Method
Kin-Ming Wong, Tien-Tsin Wong ( 2017 )
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1007/s00371-017-1382-9
Boundary-aware texture region segmentation from manga
Xueting LIU, Chengze LI, Tien-Tsin WONG ( 2017 )
Computational Visual Media
Publication in refereed journal
典藏於此文庫的全文:
Boundary-aware texture region segmentation from manga.pdf
數位物件識別號 (DOI): http://dx.doi.org/10.1007/s41095-016-0069-x
CARP: Context-Aware Reliability Prediction of Black-Box Web Services
Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/ICWS.2017.10
Cascaded Fully Convolutional Networks for Automatic Prenatal Ultrasound Image Segmentation
Lingyun Wu, Xin Yang, Shengli Li, Tianfu Wang, Pheng-Ann Heng, Dong Ni ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/ISBI.2017.7950607
CBRAP: Contextual Bandits with RAndom Projection
Xiaotian Yu, Michael R. Lyu, Irwin King ( 2017 )
Refereed conference paper presented and published in conference proceedings
典藏於此文庫的全文:
xtyu_AAAI17.pdf
Class-Balanced Deep Neural Network for Automatic Ventricular Structure Segmentation
Xin Yang, Cheng Bian, Lequan Yu, Dong Ni, Pheng-Ann Heng ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1007/978-3-319-75541-0_16
Clock-Aware UltraScale FPGA Placement with Machine Learning Routability Prediction
Chak-Wa Pui, Gengjie Chen, Yuzhe Ma, Evangeline F. Y. Young, Bei Yu ( 2017 )
Invited conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/ICCAD.2017.8203880
Concolic Execution on Small-Size Binaries: Challenges and Empirical Study
Hui Xu, Yangfan Zhou, Yu Kang, Michael R. Lyu ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/DSN.2017.11
Consistent Synchronization of Action Order with Least Noticeable Delays in Fast-Paced Multiplayer Online Games
Jingxi Xu, Benjamin W. Wah ( 2017 )
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1145/3003727
Counting Edges and Triangles in Online Social Networks via Random Walk
Yang Wu, Cheng Long, Ada Wai-Chee Fu, Zitong Chen ( 2017 )
Refereed conference paper presented and published in conference proceedings
DCAN: Deep contour-aware networks for object instance segmentation from histology images
Hao Chen, Xiaojuan Qi, Lequan Yu, Qi Dou, Jing Qin, Pheng-Ann Heng ( 2017 )
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1016/j.media.2016.11.004
Deep Cascaded Networks for Sparsely Distributed Object Detection from Medical Images
Hao Chen, Qi Dou, Lequan Yu, Jing Qin, Lei Zhao, Vincent C.T. Mok, Defeng Wang, Lin Shi, Pheng-Ann Heng ( 2017 )
Chapter in an edited book (author)
數位物件識別號 (DOI): http://dx.doi.org/10.1016/B978-0-12-810408-8.00008-0
Deep Extraction of Manga Structural Lines
Chengze Li, Xueting Liu, Tien-Tsin Wong ( 2017 )
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1145/3072959.3073675
Detail-revealing Deep Video Super-resolution
Tao X, Gao HY, Liao RJ, Wang J, Jia JY ( 2017 )
2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV)
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/ICCV.2017.479
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Babak Ehteshami Bejnordi, Mitko Veta, Paul Johannes van Diest, Bram van Ginneken, Nico Karssemeijer, Geert Litjens, Jeroen A. W. M. van der Laak, the CAMELYON16 Consortium ( 2017 )
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1001/jama.2017.14585
Drain: An Online Log Parsing Approach with Fixed Depth Tree
Pinjia He, Jieming Zhu, Zibin Zheng, Michael R. Lyu ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/ICWS.2017.13
Dynamic Key-Value Memory Networks for Knowledge Tracing
Jiani Zhang, Xingjian Shi, Irwin King, Dit-Yan Yeung ( 2017 )
Refereed conference paper presented and published in conference proceedings
典藏於此文庫的全文:
Dynamic Key-Value Memory Networks for Knowledge Tracing.pdf
數位物件識別號 (DOI): http://dx.doi.org/10.1145/3038912.3052580
Efficient Processing of Growing Temporal Graphs
Huanhuan Wu, Yunjian Zhao, James Cheng, Da Yan ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1007/978-3-319-55699-4_24
Erasure Coding for Small Objects in In-Memory KV Storage
Matt M. T. Yiu, Helen H. W. Chan, Patrick P. C. Lee ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1145/3078468.3078470
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge
Zheng GY, Chu CW, Belavy DL, Ibragimov B, Korez R, Vrtovec T, Hutt H, Everson R, Meakin J, Andrade IL, Glocker B, Chen H, Dou Q, Heng PA, Wang CL, Forsberg D, Neubert A, Fripp J, Urschler M, Stern D, Wimmer M, Novikov AA, Cheng H, Armbrecht G, Felsenberg D, Li S ( 2017 )
MEDICAL IMAGE ANALYSIS
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1016/j.media.2016.08.005
Face pose tracking using the four-point pose algorithm
Ho Yin Fung, Kin Hong Wong, Ying Kin Yu, Kwan Pang Tsui, Ho Chuen Kam ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1117/12.2280307
Fast feature-preserving speckle reduction for ultrasound images via phase congruency
Lei Zhu, Weiming Wang, Jing Qin, Kin-Hong Wong, Kup-Sze Choi, Pheng-Ann Heng ( 2017 )
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1016/j.sigpro.2016.12.011
Fault Injection Attack on Deep Neural Network
Liu YN, Wei LX, Luo B, Xu Q ( 2017 )
2017 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN (ICCAD)
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/ICCAD.2017.8203770
Feature Asymmetry Anisotropic Diffusion for Speckle Reduction
Zhu Lei, Gao Fei, Wang Weiming, Wang Qiong, Qin Jing, Zhao Ying, Zhou Fangfang, Zhang Hai, Heng Pheng-Ann ( 2017 )
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1166/jmihi.2017.2006
Fence-aware detailed-routability driven placement
Wing-Kai Chow, Jian Kuang, Peishan Tu, Evangeline F. Y. Young ( 2017 )
Refereed conference paper presented and published in conference proceedings
數位物件識別號 (DOI): http://dx.doi.org/10.1109/SLIP.2017.7974905
Filament-based realistic turbulent wake synthesis
Xiangyun Liao, Weixin Si, Biao Xu, Zhiyong Yuan, Qiong Wang, Pheng-Ann Heng ( 2017 )
Publication in refereed journal
數位物件識別號 (DOI): http://dx.doi.org/10.1002/cav.1754
Fine-grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images
Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, Jing Qin, Pheng-Ann Heng ( 2017 )
Refereed conference paper presented and published in conference proceedings
Fixed-Parameter Tractable Algorithms for Optimal Layout Decomposition and Beyond
Jian Kuang, Evangeline F. Y. Young ( 2017 )
Refereed conference paper presented and published in conference proceedings

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