Stan Sclaroff
Interim Dean of Arts and Sciences
Professor, Dept. of Computer Science
Affiliated Faculty, Dept. of Electrical and Computer Engineering
Fellow IEEE, Fellow IAPR


Teaching
Students and Postdocs
Research
Google Scholar Page
Curriculum Vitae
Contact Information

Some Recent Publications

Hashing with Binary Matrix Pursuit

Fatih Cakir, Kun He, and Stan Sclaroff
ECCV 2018 (accepted).

Text2Clip

Text-to-Clip Video Retrieval with Early Fusion and Re-Captioning

Huijuan Xu, Kun He, Leonid Sigal, Stan Sclaroff, and Kate Saenko
[arXiv].

Top-Down Spatiotemporal Saliency for Visual Grounding

Sarah Adel Bargal, Andrea Zunino, Donghyun Kim, Jianming Zhang, Vittorio Murino and Stan Sclaroff
IEEE CVPR 2018.
[PDF] [demo][github]

Hashing as Tie-Aware Learning to Rank

Kun He, Fatih Cakir, Sarah Adel Bargal, and Stan Sclaroff
IEEE CVPR 2018.
[PDF] [arXiv] [github]

Local Descriptors Optimized for Average Precision

Kun He, Yan Lu, and Stan Sclaroff
IEEE CVPR 2018.
[PDF] [arXiv] [project page]

Context-Sensitive Prediction of Facial Expressivity Using Multimodal Hierarchical Bayesian Neural Networks

Ajjen Joshi, Soumya Ghosh, Sarah Gunnery, Linda Tickle-Degnen, Margrit Betke, and Stan Sclaroff
IEEE Intl. Conf. on Automatic Face and Gesture Recognition, 2018.
[paper]

Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s)

Danna Gurari, Kun He, Bo Xiong, Jianming Zhang, Mehrnoosh Sameki, Suyog Dutt Jain, Stan Sclaroff, Margrit Betke, and Kristen Grauman
International Journal of Computer Vision, 2018.
[arXiv] [project page]

Space-Time Tree Ensemble for Action Recognition

Shugao Ma , Jianming Zhang, Leonid Sigal, Nazli Ikizler-Cinbis and Stan Sclaroff
International Journal of Computer Vision, 126(2–4):314–332, 2018.
[paper][project page]

Salient Object Subitizing

Jianming Zhang, Shugao Ma, Mehrnoosh Sameki, Stan Sclaroff, Margrit Betke, Zhe Lin, Xiaohui Shen, Brian Price, and Radomír Měch
International Journal of Computer Vision, 124(2):169–186, 2017.
[article][arXiv]

Do Less and Achieve More: Training CNNs for Action Recognition Utilizing Action Images from the Web

Shugao Ma, Sarah Adel Bargal, Jianming Zhang, Leonid Sigal, and Stan Sclaroff
Pattern Recognition, vol 68, pp. 334-345, August 2017.
[article][datasets]

Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks

Ajjen Joshi, Soumya Ghosh, Margrit Betke, Stan Sclaroff, and Hanspeter Pfister
CVPR 2017.
[paper][supplementary material]

MIHash: Online Hashing with Mutual Information

Fatih Cakir, Kun He, Sarah Adel Bargal, and Stan Sclaroff
International Conf. on Computer Vision (ICCV), 2017.
[PDF][github]

Top-Down Spatial Saliency for Visual Grounding

Jianming Zhang, Sarah Adel Bargal, Zhe Lin, Jonathan Brandt, Xiaohui Shen, and Stan Sclaroff
International Journal of Computer Vision, 2017.
[PDF][project page][github]

Online Supervised Hashing

Fatih Cakir, Sarah Adel Bargal, and Stan Sclaroff
Computer Vision and Image Understanding, Vol. 156, pp. 162-173, 2017.
[Paper]

The Boolean Map Distance: Theory and Efficient Computation

Filip Malmberg, Robin Strand, Jianming Zhang, and Stan Sclaroff
Proc. International Conf. on Discrete Geometry for Computer Imagery, 2017.
[Paper]

Comparing Random Forest Approaches to Segmenting and Classifying Gesture

Ajjen Joshi, Camille Monnier, Margrit Betke and Stan Sclaroff
Image and Vision Computing, Vol. 58, pp. 86-95, 2017.
[Paper]