Martial Hebert

43.0k citations
452 papers · 29.1k · 19 hit papers · h-index 85

Impact in

    • Advanced Image and Video Retrieval Techniques
    • Advanced Vision and Imaging
    • Video Surveillance and Tracking Methods
    • Human Pose and Action Recognition
    • Advanced Neural Network Applications
  • Geology top 0.02%
    • 3D Surveying and Cultural Heritage

Papers in

    • Advanced Image and Video Retrieval Techniques 120
    • Advanced Vision and Imaging 99
    • Robotic Path Planning Algorithms 62
    • Advanced Neural Network Applications 43
    • Image Retrieval and Classification Techniques 40
    • Image and Object Detection Techniques 37
    • Robotics and Sensor-Based Localization 178

Martial Hebert

429 papers receiving 27.5k citations

Martial Hebert's Hit Papers

Low-Shot Learning from Imaginary Data 2018 · 498 citations
4980+7+14Years since publication250500750

Peers

Martial Hebert
Comparison fields: 5 of 195
  • Computer Vision and Pattern Recognition 21.8k
  • Geology 3.3k
  • Computer Graphics and Computer-Aided Design 1.3k
  • Aerospace Engineering 8.6k
  • Media Technology 1.9k
Replace Raquel Urtasun with:
Raquel Urtasun United States
Vladlen Koltun United States
Pascal Fua Switzerland
Daniel Cremers Germany
Andreas Geiger Germany
Richard Hartley Australia
Ian Reid United Kingdom
Hongsheng Li China
Andrew Fitzgibbon United Kingdom
Jean Ponce United States
Martial Hebert relative to Raquel Urtasun United States Raquel Urtasun's profile →
Citations per field
00.5×1.5×1.8×
Raquel Urtasun · 1×
Citations per year

Countries citing papers authored by Martial Hebert

Since Specialization
Citations

This map shows the geographic impact of Martial Hebert's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Martial Hebert with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Martial Hebert more than expected).

Fields of papers citing papers by Martial Hebert

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Martial Hebert. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Martial Hebert. The network helps show where Martial Hebert may publish in the future.

Co-authors

The 25 scholars most cited alongside Martial Hebert, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Martial Hebert Line = papers co-authored together Martial Hebert links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 452 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Using spin images for efficient object recognition in cluttered 3D scenes
Hit paper breakdown →
19992065
2
A spectral technique for correspondence problems using pairwise constraints
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2005935
3
Vision and navigation for the Carnegie-Mellon Navlab
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1988656
4
The Representation, Recognition, and Locating of 3-D Objects
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1986645
5
PCN: Point Completion Network
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2018624
6
Putting Objects in Perspective
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2008622
7
Toward Objective Evaluation of Image Segmentation Algorithms
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2007616
8
Semi-Supervised Self-Training of Object Detection Models
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2005569
9
Recovering Surface Layout from an Image
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2007544
10
Geometric context from a single image
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2005534
11
Low-Shot Learning from Imaginary Data
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2018498
12
Automatic photo pop-up
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2005458
13
Shuffle and Learn: Unsupervised Learning Using Temporal Order Verification
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2016458
14
Simultaneous Localization, Mapping and Moving Object Tracking
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2007449
15
Activity Forecasting
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2012432
16
Efficient visual event detection using volumetric features
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2005422
17 2006379
18
An empirical study of context in object detection
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2009365
19
Geometric reasoning for single image structure recovery
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2009335
20 2006331

About Martial Hebert

Martial Hebert is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering, Artificial Intelligence, Environmental Engineering and Geology, having authored 452 papers that have together received 29.1k indexed citations. Recurring topics across this work include Robotics and Sensor-Based Localization (178 papers), Advanced Image and Video Retrieval Techniques (120 papers), Advanced Vision and Imaging (99 papers), Robotic Path Planning Algorithms (62 papers), Advanced Neural Network Applications (43 papers), Image Retrieval and Classification Techniques (40 papers), Remote Sensing and LiDAR Applications (39 papers) and Image and Object Detection Techniques (37 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (21.8k citations), Geology (3.3k citations), Computer Graphics and Computer-Aided Design (1.3k citations), Aerospace Engineering (8.6k citations) and Media Technology (1.9k citations). Martial Hebert has collaborated with scholars based in United States, France and Israel. Frequent co-authors include Andrew Johnson, Alexei A. Efros, Derek Hoiem, Marius Leordeanu, J. Andrew Bagnell, Rahul Sukthankar, Takeo Kanade, Olivier Faugeras, Yu-Xiong Wang and Abhinav Gupta. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, International Journal of Computer Vision, The International Journal of Robotics Research, Autonomous Robots and Image and Vision Computing.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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