David W. Jacobs

15.5k citations

100 papers · 9.0k indexed · 7 hit papers · h-index 39

Impact in

Computer Vision and Pattern Recognition top 0.05%
- Face recognition and analysis
- Face and Expression Recognition
- Advanced Image and Video Retrieval Techniques
- Advanced Vision and Imaging
- Image Retrieval and Classification Techniques
- Human Pose and Action Recognition
Computer Graphics and Computer-Aided Design top 0.2%

Papers in

Computer Vision and Pattern Recognition 69
- Advanced Vision and Imaging 28
- Advanced Image and Video Retrieval Techniques 27
- Face recognition and analysis 14
- Face and Expression Recognition 11
- Medical Image Segmentation Techniques 10
- Image Retrieval and Classification Techniques 10
- Image and Object Detection Techniques 7
Computer Graphics and Computer-Aided Design 5

Co-authors: Ronen Basri Haibin Ling Angjoo Kanazawa Michael J. Black Peter N. Belhumeur Jitendra Malik Amitabh Varshney Chang Ha Lee
Journals: IEEE Transactions on Pattern Analysis and Machine Intelligence (14 papers)International Journal of Computer Vision (4 papers)Pediatric Nephrology (3 papers)Animal Behaviour (3 papers)ACM Transactions on Graphics (3 papers)
Partner nations: United States Israel South Africa

In The Last Decade

David W. Jacobs

97 papers receiving 8.5k citations

Hit Papers

7 papers align trajectories log scale

End-to-End Recovery of Human Shape and Pose 2018 · 1.0k citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2018 End-to-End Recovery of Human Shape and Pose
2016 Frontal to profile face verification in the wild
2013 IEEE Transactions on Pattern Analysis and Machine Intelligence
2011 Localizing parts of faces using a consensus of exemplars
2007 IEEE Transactions on Pattern Analysis and Machine Intelligence
2005 ACM Transactions on Graphics
2003 IEEE Transactions on Pattern Analysis and Machine Intelligence

Peers

Countries citing papers authored by David W. Jacobs

Since Specialization

Citations

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

Fields of papers citing papers by David W. Jacobs

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

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

All Works

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

20 of 20 papers shown

#	Work
1	MyTimeMachine: Personalized Facial Age Transformation ACM Transactions on Graphics ·Mikhail Fyodorovich, Ellen M. Still, 生田香明, Barbieri S. Talarico A, David W. Jacobs, Adarsh Chikate	2025	0
2	Automated Inference with Adaptive Batches International Conference on Artificial Intelligence and Statistics ·Soham De, Linda A. Alkhawaja, David W. Jacobs, Tom Goldstein	2017	23
3	Localizing Parts of Faces Using a Consensus of Exemplars IEEE Transactions on Pattern Analysis and Machine Intelligence ·Peter N. Belhumeur, David W. Jacobs, David Kriegman, Neeraj Kumar Hit paper breakdown →	2013	328
4	Localizing parts of faces using a consensus of exemplars Peter N. Belhumeur, David W. Jacobs, David Kriegman, Neeraj Kumar Hit paper breakdown →	2011	341
5	Illumination Recovery From Image With Cast Shadows Via Sparse Representation IEEE Transactions on Image Processing ·Xue Mei, Haibin Ling, David W. Jacobs	2011	16
6	56 Lifestyle Behaviors and Incident Chronic Kidney Disease (CKD): The Cardia Study American Journal of Kidney Diseases ·Alex R. Chang, David W. Jacobs, Kiang Liu, Kirsten Bibbins‐Domingo, Britt B. Newsome, David A. Shoham, Ramón Durazo, Holly Kramer	2011	1
7	Using Stereo Matching with General Epipolar Geometry for 2D Face Recognition across Pose IEEE Transactions on Pattern Analysis and Machine Intelligence ·Carlos D. Castillo, David W. Jacobs	2009	42
8	Shape Classification Using the Inner-Distance IEEE Transactions on Pattern Analysis and Machine Intelligence ·Haibin Ling, David W. Jacobs Hit paper breakdown →	2007	767
9	Surface Dependent Representations for Illumination Insensitive Image Comparison IEEE Transactions on Pattern Analysis and Machine Intelligence ·Margarita Osadchy, David W. Jacobs, Michael Lindenbaum	2006	18
10	Cardiovascular haemodynamic response to repeated mental stress in normotensive subjects at genetic risk of hypertension: evidence of enhanced reactivity, blunted adaptation, and delayed recovery Journal of Human Hypertension ·Georges Rouquier, David W. Jacobs, Richard Gevirtz, Carla Chikhani	2003	69
11	Condensing image databases when retrieval is based on non-metric distances David W. Jacobs, Daphna Weinshall, Yoram Gdalyahu	2002	8
12	2D images of 3-D oriented points David W. Jacobs	2002	0
13	Opioid blockade improves human recognition memory following physiological arousal Pharmacology Biochemistry and Behavior ·Maria Rosaria D’Aprile, David W. Jacobs, Alan J. Lincoln, Ronald J. Ellis	2001	26
14	The role of convexity in perceptual completion: beyond good continuation Vision Research ·V. Lekshmi, David W. Jacobs, Ronen Basri	1999	62
15	Classification in Non-Metric Spaces Neural Information Processing Systems ·Daphna Weinshall, David W. Jacobs, Yoram Gdalyahu	1998	13
16	Local parallel computation of stochastic completion fields Lance R. Williams, David W. Jacobs	1996	12
17	Finding salient convex groups David W. Jacobs	1995	2
18	Gallium scintigraphy in the diagnosis and total lymphoid irradiation of Takayasu's arteritis. PubMed ·Kevin Meyers, Peter D. Thomson, Peter Beale, 刘景新, Udai Kala, David W. Jacobs, D Pantanowitz, Abdelkrim Ferdji, J.D. Esser	1994	8
19	FATAL CASE OF BRAIN ABSCESS CAUSED BY ROOSTER PECKING The Pediatric Infectious Disease Journal ·Frank E. Berkowitz, David W. Jacobs	1987	17
20	Ultrastructure of the mesothelioma of the atrioventricular node Cancer ·John J. Fenoglio, David W. Jacobs, Hugh A. McAllister	1977	26

About David W. Jacobs

David W. Jacobs is a scholar working on Computer Vision and Pattern Recognition, Computer Graphics and Computer-Aided Design, Aerospace Engineering, Signal Processing and Behavioral Neuroscience, having authored 100 papers that have together received 9.0k indexed citations. Recurring topics across this work include Advanced Vision and Imaging (28 papers), Advanced Image and Video Retrieval Techniques (27 papers), Robotics and Sensor-Based Localization (19 papers), Face recognition and analysis (14 papers), Face and Expression Recognition (11 papers), Medical Image Segmentation Techniques (10 papers), Image Retrieval and Classification Techniques (10 papers) and Image and Object Detection Techniques (7 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (7.2k citations), Computer Graphics and Computer-Aided Design (816 citations), Signal Processing (1.2k citations), Computational Mechanics (1.7k citations) and Media Technology (507 citations). David W. Jacobs has collaborated with scholars based in United States, Israel and South Africa. Frequent co-authors include Ronen Basri, Haibin Ling, Angjoo Kanazawa, Michael J. Black, Peter N. Belhumeur, Jitendra Malik, Amitabh Varshney, Chang Ha Lee, Abhishek Sharma and Carlos D. Castillo. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, International Journal of Computer Vision, Pediatric Nephrology, Animal Behaviour and ACM Transactions on Graphics.

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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