Concepedia

Computer Vision Acceleration

Computer Vision Acceleration is a hardware acceleration technique that specializes in expediting computer vision workloads through optimized computational architectures tailored to the structural and algorithmic demands of image and video analysis tasks.

546

Publications

32.2K

Citations

1.9K

Authors

536

Institutions

Publications per year

2017–2026

287

Parents

Publications

546

Going Deeper with Embedded FPGA Platform for Convolutional Neural Network

Jiantao Qiu, Jie Wang, Song Yao et al. · 2016 · 1.3K citations

, , +17

Speeding up Convolutional Neural Networks with Low Rank Expansions

Max Jaderberg, Andrea Vedaldi, Andrew Zisserman · 2014 · 1.1K citations · Full text

, , +17

DINOv2: Learning Robust Visual Features without Supervision

Maxime Oquab, Timothée Darcet, Théo Moutakanni et al. · arXiv (Cornell University) · 2023 · 1K citations · Full text

, , +13

The ApolloScape Open Dataset for Autonomous Driving and Its Application

Xinyu Huang, Peng Wang, Xinjing Cheng et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 604 citations · Full text

, , +16

Performance Analysis of Google Colaboratory as a Tool for Accelerating Deep Learning Applications

Tiago Carneiro, Raul Victor M. da Nóbrega, Thiago Nepomuceno et al. · IEEE Access · 2018 · 588 citations · Full text

, , +17

1–5 of 546

Authors

1.9K

  1. LB
    Luca Benini

    University of Bologna, Italy

    8 publications · 608 citations

    8

    h-index

  2. VN
    Vijaykrishnan Narayanan

    Pennsylvania State University, United States

    6 publications · 136 citations

    6

    h-index

  3. YX
    Yuan Xie

    Pennsylvania State University, United States

    6 publications · 216 citations

    6

    h-index

  4. LL
    Liu Liu

    University of California, Santa Barbara, United States

    6 publications · 216 citations

    6

    h-index

  5. SC
    Shao‐Yi Chien

    National Taiwan University, Taiwan

    6 publications · 186 citations

    6

    h-index

1–5 of 1.9K

Institutions

536

  1. Peking University

    Beijing, China

    14 h-index

    40 publications

    3.3K citations

  2. Tsinghua University

    Beijing, China

    12 h-index

    62 publications

    16.1K citations

  3. ETH Zurich

    Zurich, Switzerland

    12 h-index

    31 publications

    3.1K citations

  4. University of Toronto

    Toronto, Canada

    10 h-index

    16 publications

    1K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    10 h-index

    26 publications

    2.5K citations

  6. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    16 publications

    1K citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    9 h-index

    26 publications

    717 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    8 h-index

    20 publications

    1.9K citations

1–8 of 536

Venues

  1. arXiv (Cornell University)

    Repository · 34 publications · 3.8K citations

    20

    h-index

  2. IEEE Access

    14 publications · 1.2K citations

    12

    h-index

  3. 10

    h-index

  4. Journal of Real-Time Image Processing

    9 publications · 783 citations

    9

    h-index

  5. Sensors

    7 publications · 205 citations

    7

    h-index

1–5