Mennatullah Siam

University of Alberta, Valeo (France), Aalborg University

Papers

10

Total Citations

504

H-Index

7

About

No biography available yet.

Research Focus

Artificial intelligence10 · 504 citations
Computer science10 · 504 citations
Computer vision9 · 501 citations
Segmentation7 · 484 citations
Image segmentation3 · 404 citations
Pattern recognition (psychology)3 · 266 citations
Machine learning4 · 253 citations
Computer engineering2 · 224 citations
Parallel computing2 · 224 citations
FLOPS2 · 224 citations
Real-time computing2 · 224 citations
Pooling2 · 220 citations

Key Achievements

7
H-Index
10
Papers
504
Total Citations
50
Avg Citations/Paper
🏆 Most Cited Paper
AMP: Adaptive Masked Proxies for Few-Shot Segmentation
205 citations · 2019
📈 Most Prolific Year: 2018 (5 Papers)
🤝 Key Collaborators: 21
🏛 Institutions: University of Alberta, Valeo (France), Aalborg University

Top Papers

  1. 1
    AMP: Adaptive Masked Proxies for Few-Shot Segmentation
    205 citations · 2019
  2. 2
    A Comparative Study of Real-Time Semantic Segmentation for Autonomous Driving
    178 citations · 2018
  3. 3
    ShuffleSeg: Real-time Semantic Segmentation Network
    46 citations · 2018
  4. 4
    RTSeg: Real-Time Semantic Segmentation Comparative Study
    21 citations · 2018
  5. 5
    Adaptive Masked Proxies for Few-Shot Segmentation
    15 citations · 2019
  6. 6
    Real-Time Segmentation with Appearance, Motion and Geometry
    14 citations · 2018
  7. 7
    Comparative Evaluation of 3D Pose Estimation of Industrial Objects in RGB Pointclouds
    12 citations · 2015
  8. 8
    4-DoF Tracking for Robot Fine Manipulation Tasks
    5 citations · 2017
  9. 9
    Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting
    5 citations · 2019
  10. 10
    Online Tool and Task learning via Human Robot Interaction.
    3 citations · 2018

Key Collaborators

MJMartin Jägersand8 shared papersMAMoemen Abdel-Razek4 shared papersMGMostafa Gamal3 shared papersSYSenthil Yogamani2 shared papersLPLaura Petrich2 shared papersBNBoris N. Oreshkin2 shared papersMEMohamed Elhoseiny1 shared papersSESara Eikerdawy1 shared papersHZHong Zhang1 shared papersMGMostafa Gamal1 shared papersJJJun Jin1 shared papersMGMahmoud Gamal1 shared papersBGBjarne Großmann1 shared papersSLSteven Lu1 shared papersASAbhineet Singh1 shared papersZVZichen Vincent Zhang1 shared papersCPCamilo Perez1 shared papersVKVolker Krüger1 shared papersCJChen Jiang1 shared papersHZHong Zhang1 shared papers
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