L.S. Davis

18.4k total citations · 4 hit papers
171 papers, 12.7k citations indexed

About

L.S. Davis is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering and Artificial Intelligence. According to data from OpenAlex, L.S. Davis has authored 171 papers receiving a total of 12.7k indexed citations (citations by other indexed papers that have themselves been cited), including 143 papers in Computer Vision and Pattern Recognition, 31 papers in Aerospace Engineering and 22 papers in Artificial Intelligence. Recurrent topics in L.S. Davis's work include Video Surveillance and Tracking Methods (55 papers), Advanced Vision and Imaging (49 papers) and Human Pose and Action Recognition (31 papers). L.S. Davis is often cited by papers focused on Video Surveillance and Tracking Methods (55 papers), Advanced Vision and Imaging (49 papers) and Human Pose and Action Recognition (31 papers). L.S. Davis collaborates with scholars based in United States, Japan and France. L.S. Davis's co-authors include David Harwood, I. Haritaoglu, Ramani Duraiswami, Ross Cutler, Ahmed Elgammal, Yaser Yacoob, Zhuolin Jiang, Zhe Lin, Dariu M. Gavrila and Bohyung Han and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, American Journal of Respiratory and Critical Care Medicine and Proceedings of the IEEE.

In The Last Decade

L.S. Davis

163 papers receiving 11.8k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

W/sup 4/: real-time surveillance of people and their activities

2000 1.7k citations I. Haritaoglu, David Harwood et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Background and foreground modeling using nonparametric kernel density estimation for visual surveillance

2002 1.1k citations Ramani Duraiswami, David Harwood et al. profile →
Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition

2013 949 citations L.S. Davis et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Covariance discriminative learning: A natural and efficient approach to image set classification

2012 299 citations L.S. Davis et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
L.S. Davis United States	49	10.7k	2.4k	1.6k	1.3k	986	171	12.7k
Stephen J. Maybank United Kingdom	47	9.2k 0.9×	3.9k 1.6×	1.2k 0.8×	1.3k 1.0×	1.2k 1.3×	161	12.8k
Rahul Sukthankar United States	45	11.1k 1.0×	4.3k 1.8×	2.0k 1.3×	1.5k 1.1×	825 0.8×	145	14.4k
J.K. Aggarwal United States	53	11.5k 1.1×	3.0k 1.3×	2.0k 1.3×	2.3k 1.8×	754 0.8×	348	14.1k
Larry S. Davis United States	65	13.9k 1.3×	4.8k 2.0×	1.6k 1.0×	1.3k 1.0×	1.1k 1.1×	347	17.3k
Bir Bhanu United States	47	6.6k 0.6×	1.7k 0.7×	1.6k 1.0×	2.1k 1.6×	1.3k 1.3×	445	9.3k
Deva Ramanan United States	55	17.8k 1.7×	4.3k 1.8×	2.4k 1.5×	1.2k 0.9×	965 1.0×	151	20.7k
Weiming Hu China	51	8.8k 0.8×	3.0k 1.2×	1.1k 0.7×	1.2k 0.9×	799 0.8×	306	11.5k
Roberto Cipolla United Kingdom	57	13.6k 1.3×	2.6k 1.1×	4.0k 2.5×	838 0.6×	747 0.8×	322	17.1k
Pedro F. Felzenszwalb United States	25	15.5k 1.4×	3.0k 1.2×	2.3k 1.5×	941 0.7×	500 0.5×	39	17.9k
Navneet Dalal France	3	17.6k 1.6×	4.1k 1.7×	2.4k 1.5×	1.3k 1.0×	1.2k 1.2×	6	21.1k

Countries citing papers authored by L.S. Davis

Since Specialization

Citations

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

Fields of papers citing papers by L.S. Davis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by L.S. Davis. 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 L.S. Davis. The network helps show where L.S. Davis may publish in the future.

Co-authorship network of co-authors of L.S. Davis

This figure shows the co-authorship network connecting the top 25 collaborators of L.S. Davis. A scholar is included among the top collaborators of L.S. Davis based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with L.S. Davis. L.S. Davis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Khamis, Sahar, Vlad I. Morariu, & L.S. Davis. (2012). A flow model for joint action recognition and identity maintenance. 1218–1225. 23 indexed citations

2.

Han, Bohyung, Ying Zhu, Dorin Comaniciu, & L.S. Davis. (2009). Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework. IEEE Transactions on Pattern Analysis and Machine Intelligence. 31(5). 919–930. 36 indexed citations

3.

BenAbdelkader, Chiraz & L.S. Davis. (2006). Estimation of Anthropomeasures from a Single Calibrated Camera. 499–504. 21 indexed citations

4.

Yacoob, Yaser & L.S. Davis. (2006). Detection and analysis of hair. IEEE Transactions on Pattern Analysis and Machine Intelligence. 28(7). 1164–1169. 67 indexed citations

5.

Yang, Changjiang, Ramani Duraiswami, & L.S. Davis. (2005). Efficient Mean-Shift Tracking via a New Similarity Measure. 1. 176–183. 231 indexed citations

6.

Yacoob, Yaser & L.S. Davis. (2005). Detection, analysis and matching of hair. 741–748 Vol. 1. 13 indexed citations

7.

Agrawal, Motilal & L.S. Davis. (2005). A probabilistic framework for surface reconstruction from multiple images. 2. II–470. 31 indexed citations

8.

Li, Zhi‐Yun, Ramani Duraiswami, E. Grassi, & L.S. Davis. (2004). Flexible layout and optimal cancellation of the orthonormality error for spherical microphone arrays. 4. iv–41. 22 indexed citations

9.

Zotkin, Dmitry N., Ramani Duraiswami, & L.S. Davis. (2004). Rendering Localized Spatial Audio in a Virtual Auditory Space. IEEE Transactions on Multimedia. 6(4). 553–564. 112 indexed citations

10.

Yang, Chunxue, Ramani Duraiswami, Daniel DeMenthon, & L.S. Davis. (2004). Mean-shift analysis using quasiNewton methods. 3. II–447. 40 indexed citations

11.

Nanda, H. & L.S. Davis. (2003). Probabilistic template based pedestrian detection in infrared videos. 1. 15–20. 161 indexed citations

12.

Yacoob, Yaser & L.S. Davis. (2003). Computational ground and airborne localization over rough terrain. 781–783. 3 indexed citations

13.

Cutler, Ross & L.S. Davis. (2003). Real-time periodic motion detection, analysis, and applications. 326–332. 31 indexed citations

14.

Haritaoglu, I., David Harwood, & L.S. Davis. (2002). W/sup 4/: Who? When? Where? What? A real time system for detecting and tracking people. 222–227. 408 indexed citations

15.

Yacoob, Yaser & L.S. Davis. (2002). Labeling of human face components from range data. 592–593. 2 indexed citations

16.

Cutler, Ross & L.S. Davis. (2002). Look who's talking: speaker detection using video and audio correlation. 3. 1589–1592. 96 indexed citations

17.

Rosenfeld, Azriel, et al.. (2002). Egomotion analysis based on the Frenet-Serret motion model. 703–712. 1 indexed citations

18.

Zotkin, Dmitry N., Ramani Duraiswami, & L.S. Davis. (2002). Multimodal 3-D tracking and event detection via the particle filter. 20–27. 28 indexed citations

19.

Haritaoglu, I., David Harwood, & L.S. Davis. (2002). A fast background scene modeling and maintenance for outdoor surveillance. 4. 179–183. 53 indexed citations

20.

Davis, L.S., V. Philomin, & Ramani Duraiswami. (2002). Tracking humans from a moving platform. 4. 171–178. 35 indexed citations

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.

Explore authors with similar magnitude of impact