David Crandall

10.8k citations
135 papers · 5.5k · 2 hit papers · h-index 34

Impact in

Papers in

    • Advanced Image and Video Retrieval Techniques 31
    • Video Surveillance and Tracking Methods 20
    • Advanced Neural Network Applications 17
    • Visual Attention and Saliency Detection 17
    • Human Pose and Action Recognition 16
    • Multimodal Machine Learning Applications 15
    • Domain Adaptation and Few-Shot Learning 14

David Crandall

130 papers receiving 5.3k citations

David Crandall's Hit Papers

A Survey on Deep Learning Technique for Video Segmentation 2022 · 165 citations
1650+5+11Years since publication100200300400500

Peers

David Crandall
Comparison fields: 5 of 165
  • Computer Vision and Pattern Recognition 2.9k
  • Human-Computer Interaction 476
  • Transportation 502
  • Geography, Planning and Development 228
  • Statistical and Nonlinear Physics 490
Replace Huamin Qu with:
Huamin Qu Hong Kong
Daniel Gática-Pérez Switzerland
William Ribarsky United States
Yingcai Wu China
Nuria Oliver Spain
Fei Wu China
Tony Jebara United States
Daniel P. Huttenlocher United States
Liangliang Cao United States
Claudio Silva United States
David Crandall relative to Huamin Qu Hong Kong Huamin Qu's profile →
Citations per field
00.5×1.5×
Huamin Qu · 1×
Citations per year

Countries citing papers authored by David Crandall

Since Specialization
Citations

This map shows the geographic impact of David Crandall'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 David Crandall with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Crandall more than expected).

Fields of papers citing papers by David Crandall

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by David Crandall. 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 David Crandall. The network helps show where David Crandall may publish in the future.

Co-authors

The 25 scholars most cited alongside David Crandall, 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 David Crandall Line = papers co-authored together David Crandall links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 135 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Mapping the world's photos
Hit paper breakdown →
2009551
2 2008417
3 2010321
4 2015248
5 2019225
6 2011208
7 2005176
8 2009168
9
A Survey on Deep Learning Technique for Video Segmentation
Hit paper breakdown →
2022165
10 2014151
11 2012122
12 2020122
13 2020122
14 2021116
15 2018115
16 2017114
17 2019101
18 201599
19 201596
20 202175

About David Crandall

David Crandall is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Human-Computer Interaction, Aerospace Engineering and Sociology and Political Science, having authored 135 papers that have together received 5.5k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (31 papers), Video Surveillance and Tracking Methods (20 papers), Advanced Neural Network Applications (17 papers), Visual Attention and Saliency Detection (17 papers), Human Pose and Action Recognition (16 papers), Multimodal Machine Learning Applications (15 papers), Domain Adaptation and Few-Shot Learning (14 papers) and Robotics and Sensor-Based Localization (12 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.9k citations), Human-Computer Interaction (476 citations), Transportation (502 citations), Geography, Planning and Development (228 citations) and Statistical and Nonlinear Physics (490 citations). David Crandall has collaborated with scholars based in United States, China and Israel. Frequent co-authors include Daniel P. Huttenlocher, Jon Kleinberg, Lars Bäckström, Wenguan Wang, Siddharth Suri, Dan Cosley, Apu Kapadia, Xiankai Lu, D.P. Huttenlocher and Noah Snavely. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Cognitive Science, ACM Transactions on Computer-Human Interaction, Journal of Visualized Experiments and IEEE Internet 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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