Concepedia

Yufei Ma

YM

35

Publications

5.1K

Citations

24

H-Index

2001

Active since

Affiliations

Microsoft Research Asia (China)(Current)

Arizona State University

Peking University

Nanjing University

Beijing Academy of Artificial Intelligence

Yufei Ma is an author at Microsoft Research Asia (China) specializing in engineering, deep learning, and computer vision.

Top concepts

EngineeringDeep LearningComputer VisionComputer ScienceImage AnalysisMachine LearningComputer EngineeringComputer ArchitectureMachine VisionParallel Computing

Publications per year

2001–2024

35

Publications

35

Contrast-based image attention analysis by using fuzzy growing

Yufei Ma · 2003 · 945 citations

Engineering, Image Retrieval, Attention +17

A user attention model for video summarization

Yufei Ma, Lie Lu, Mingjing Li · 2002 · 563 citations

Natural Language Processing, Video Management, Engineering +12

Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks

Naveen Suda, Vikas Chandra, Ganesh Dasika et al. · 2016 · 548 citations

Convolutional Neural Network, Engineering, Machine Learning +16

A generic framework of user attention model and its application in video summarization

Yufei Ma, Xian‐Sheng Hua, Lie Lu · IEEE Transactions on Multimedia · 2005 · 525 citations

Engineering, Video Summarization, Video Retrieval +16

Optimizing Loop Operation and Dataflow in FPGA Acceleration of Deep Convolutional Neural Networks

Yufei Ma, Yu Cao, Sarma Vrudhula et al. · 2017 · 381 citations

Loop Optimization Techniques, Convolutional Neural Network, Engineering +14

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