Tim K. Marks

5.3k total citations · 3 hit papers
51 papers, 3.1k citations indexed

About

Tim K. Marks is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering. According to data from OpenAlex, Tim K. Marks has authored 51 papers receiving a total of 3.1k indexed citations (citations by other indexed papers that have themselves been cited), including 37 papers in Computer Vision and Pattern Recognition, 9 papers in Artificial Intelligence and 8 papers in Aerospace Engineering. Recurrent topics in Tim K. Marks's work include Face recognition and analysis (10 papers), Multimodal Machine Learning Applications (9 papers) and Human Pose and Action Recognition (9 papers). Tim K. Marks is often cited by papers focused on Face recognition and analysis (10 papers), Multimodal Machine Learning Applications (9 papers) and Human Pose and Action Recognition (9 papers). Tim K. Marks collaborates with scholars based in United States, Japan and China. Tim K. Marks's co-authors include Michael Jones, Ejaz Ahmed, Garrison W. Cottrell, Matthew H. Tong, Lingyun Zhang, Honghao Shan, Oncel Tuzel, Ashok Veeraraghavan, M. G. K. Jones and Bharat Singh and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, The International Journal of Robotics Research and IEEE Transactions on Intelligent Transportation Systems.

In The Last Decade

Tim K. Marks

50 papers receiving 3.0k 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.

SUN: A Bayesian framework for saliency using natural statistics

2008 874 citations Lingyun Zhang, Matthew H. Tong et al. Journal of Vision profile →
An improved deep learning architecture for person re-identification

2015 856 citations Michael Jones, Tim K. Marks et al. profile →
A Multi-stream Bi-directional Recurrent Neural Network for Fine-Grained Action Detection

2016 281 citations Bharat Singh, Tim K. Marks et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Tim K. Marks United States	18	2.6k	615	379	331	288	51	3.1k
Federico Perazzi United States	17	3.8k 1.5×	81 0.1×	279 0.7×	312 0.9×	467 1.6×	22	4.0k
Li-Ming Zhao China	19	1.1k 0.4×	281 0.5×	261 0.7×	145 0.4×	53 0.2×	46	1.6k
Zejian Yuan China	20	3.5k 1.4×	245 0.4×	456 1.2×	313 0.9×	775 2.7×	91	3.9k
Mohammed Yeasin United States	21	612 0.2×	116 0.2×	485 1.3×	406 1.2×	21 0.1×	107	1.8k
Wei Ji China	18	1.3k 0.5×	92 0.1×	185 0.5×	287 0.9×	88 0.3×	75	1.8k
Dima Damen United Kingdom	22	1.9k 0.7×	323 0.5×	69 0.2×	692 2.1×	8 0.0×	89	2.5k
Menglong Zhu United States	12	1.5k 0.6×	135 0.2×	144 0.4×	298 0.9×	48 0.2×	23	1.9k
Chiew‐Lan Tai Hong Kong	32	2.7k 1.1×	99 0.2×	126 0.3×	119 0.4×	32 0.1×	89	4.5k

Countries citing papers authored by Tim K. Marks

Since Specialization

Citations

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

Fields of papers citing papers by Tim K. Marks

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Tim K. Marks. 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 Tim K. Marks. The network helps show where Tim K. Marks may publish in the future.

Co-authorship network of co-authors of Tim K. Marks

This figure shows the co-authorship network connecting the top 25 collaborators of Tim K. Marks. A scholar is included among the top collaborators of Tim K. Marks 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 Tim K. Marks. Tim K. Marks 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

Yang, Zeyuan, Peihao Chen, Anoop Cherian, et al.. (2024). RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation. 16251–16261. 3 indexed citations

Cherian, Anoop, Siddarth Jain, & Tim K. Marks. (2024). Few-shot Transparent Instance Segmentation for Bin Picking. 5009–5016. 1 indexed citations

Egger, Bernhard, Suhas Lohit, Anoop Cherian, et al.. (2024). TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models. 9015–9025. 5 indexed citations

Du, Yilun, et al.. (2024). Disentangled Acoustic Fields For Multimodal Physical Scene Understanding. 557–564. 1 indexed citations

Marks, Tim K., et al.. (2023). Unrolled iPPG: Video Heart Rate Estimation via Unrolling Proximal Gradient Descent. 2715–2719. 2 indexed citations

Egger, Bernhard, Anoop Cherian, Ye Wang, et al.. (2022). MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation. Proceedings of the AAAI Conference on Artificial Intelligence. 36(2). 1962–1971. 16 indexed citations

Cherian, Anoop, Chiori Hori, Tim K. Marks, & Jonathan Le Roux. (2022). (2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering. Proceedings of the AAAI Conference on Artificial Intelligence. 36(1). 444–453. 22 indexed citations

Kumar, Abhinav, Tim K. Marks, Wenxuan Mou, et al.. (2020). LUVLi Face Alignment: Estimating Landmarks’ Location, Uncertainty, and Visibility Likelihood. 8233–8243. 87 indexed citations

Hori, Chiori, Takaaki Hori, Gordon Wichern, et al.. (2018). Multimodal Attention for Fusion of Audio and Spatiotemporal Features for Video Description. Computer Vision and Pattern Recognition. 2528–2531. 10 indexed citations

10.

Singh, Bharat, Tim K. Marks, M. G. K. Jones, Oncel Tuzel, & Ming Shao. (2016). A Multi-stream Bi-directional Recurrent Neural Network for Fine-Grained Action Detection. 1961–1970. 281 indexed citations breakdown →

11.

Asthana, Akshay, Michael Jones, Tim K. Marks, Kinh Tieu, & Roland Goecke. (2011). Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition. ANU Open Research (Australian National University). 127.1–127.11. 20 indexed citations

12.

Asthana, Akshay, Tim K. Marks, Michael Jones, Kinh Tieu, & Rohith MV. (2011). Fully automatic pose-invariant face recognition via 3D pose normalization. ANU Open Research (Australian National University). 937–944. 163 indexed citations

13.

Kumar, Ritwik, Michael Jones, & Tim K. Marks. (2010). Morphable Reflectance Fields for enhancing face recognition. 2606–2613. 11 indexed citations

14.

Marks, Tim K., et al.. (2008). Tracking Motion, Deformation, and Texture Using Conditionally Gaussian Processes. IEEE Transactions on Pattern Analysis and Machine Intelligence. 32(2). 348–363. 21 indexed citations

15.

Barrington, Luke, Tim K. Marks, Janet H. Hsiao, & Garrison W. Cottrell. (2008). NIMBLE: A kernel density model of saccade-based visual memory. Journal of Vision. 8(14). 17–17. 20 indexed citations

16.

Zhang, Lingyun, Matthew H. Tong, Tim K. Marks, Honghao Shan, & Garrison W. Cottrell. (2008). SUN: A Bayesian framework for saliency using natural statistics. Journal of Vision. 8(7). 32–32. 874 indexed citations breakdown →

17.

Barrington, Luke, Tim K. Marks, & Garrison W. Cottrell. (2007). NIMBLE: A Kernel Density Model of Saccade-Based Visual Memory. eScholarship (California Digital Library). 29(29). 4 indexed citations

18.

Marks, Tim K., J. Cooper Roddey, Javier R. Movellan, & John R. Hershey. (2004). Joint Tracking of Pose, Expression, and Texture using Conditionally Gaussian Filters. Neural Information Processing Systems. 17. 889–896. 8 indexed citations

19.

Marks, Tim K., et al.. (2002). AN APPROACH TO THE VALIDATION OF ROAD TRAFFIC NOISE MODELS. 1 indexed citations

20.

Fasel, Ian, et al.. (2001). Automatic analysis of of spontaneous facial behavior: A final project report. 13 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.

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