Marshall F. Tappen

Publication Activity (10 Years)

Years Active: 2002-2017
Publications (10 Years): 1

Top Venues

IEEE Trans. Image Process.

CVPR

BMVC

Image Vis. Comput.

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Mingliang Xu, Jiejie Zhu, Pei Lv, Bing Zhou, Marshall F. Tappen, Rongrong Ji
Learning-Based Shadow Recognition and Removal From Monochromatic Natural Images. IEEE Trans. Image Process. 26 (12) (2017)
Chuan Sun, Imran Nazir Junejo, Marshall F. Tappen, Hassan Foroosh
Exploring Sparseness and Self-Similarity for Action Recognition. IEEE Trans. Image Process. 24 (8) (2015)
Baoyuan Liu, Min Wang, Hassan Foroosh, Marshall F. Tappen, Marianna Pensky
Sparse Convolutional Neural Networks. CVPR (2015)
Chuan Sun, Marshall F. Tappen, Hassan Foroosh
Feature-Independent Action Spotting without Human Localization, Segmentation, or Frame-wise Tracking. CVPR (2014)
Jason Hochreiter, Zhongkai Han, Syed Zain Masood, Spencer Fonte, Marshall F. Tappen
Exploring album structure for face recognition in online social networks. Image Vis. Comput. 32 (10) (2014)
Hakan Boyraz, Syed Zain Masood, Baoyuan Liu, Marshall F. Tappen, Hassan Foroosh
Action Recognition by Weakly-Supervised Discriminative Region Localization. BMVC (2014)
Baoyuan Liu, Fereshteh Sadeghi, Marshall F. Tappen, Ohad Shamir, Ce Liu
Probabilistic Label Trees for Efficient Large Scale Image Classification. CVPR (2013)
Christopher Ellis, Syed Zain Masood, Marshall F. Tappen, Joseph J. LaViola Jr., Rahul Sukthankar
Exploring the Trade-off Between Accuracy and Observational Latency in Action Recognition. Int. J. Comput. Vis. 101 (3) (2013)
Jian Sun, Marshall F. Tappen
Separable Markov Random Field Model and Its Applications in Low Level Vision. IEEE Trans. Image Process. 22 (1) (2013)
Nazar Khan, Marshall F. Tappen
Discriminative dictionary learning with spatial priors. ICIP (2013)
Zhongkai Han, Syed Zain Masood, Jason Hochreiter, Spencer Fonte, Marshall F. Tappen
Album-oriented face recognition for online social networks. FG (2013)
Fereshteh Sadeghi, Marshall F. Tappen
Latent Pyramidal Regions for Recognizing Scenes. ECCV (5) (2012)
Marshall F. Tappen
Fundamental Strategies for Solving Low-Level Vision Problems. Inf. Media Technol. 7 (1) (2012)
Marshall F. Tappen, Ce Liu
A Bayesian Approach to Alignment-Based Image Hallucination. ECCV (7) (2012)
Nazar Khan, Marshall F. Tappen
Stable discriminative dictionary learning via discriminative deviation. ICPR (2012)
Nathaniel R. Twarog, Marshall F. Tappen, Edward H. Adelson
Playing with Puffball: simple scale-invariant inflation for use in vision and graphics. SAP (2012)
Jian Sun, Marshall F. Tappen
Learning non-local range Markov Random field for image restoration. CVPR (2011)
Marshall F. Tappen
Recovering shape from a single image of a mirrored surface from curvature constraints. CVPR (2011)
Marshall F. Tappen
Fundamental Strategies for Solving Low-Level Vision Problems. IPSJ Trans. Comput. Vis. Appl. 3 (2011)
Syed Zain Masood, Christopher Ellis, Adarsh Nagaraja, Marshall F. Tappen, Joseph J. LaViola Jr., Rahul Sukthankar
Measuring and reducing observational latency when recognizing actions. ICCV Workshops (2011)
Syed Zain Masood, Adarsh Nagaraja, Nazar Khan, Jiejie Zhu, Marshall F. Tappen
Correcting cuboid corruption for action recognition in complex environment. ICCV Workshops (2011)
Hakan Boyraz, Marshall F. Tappen, Rahul Sukthankar
Localizing actions through sequential 2D video projections. CVPR Workshops (2011)
Kevin D. Tang, Marshall F. Tappen, Rahul Sukthankar, Christoph H. Lampert
Optimizing one-shot recognition with micro-set learning. CVPR (2010)
Jian Sun, Jiejie Zhu, Marshall F. Tappen
Context-constrained hallucination for image super-resolution. CVPR (2010)
Jiejie Zhu, Kegan G. G. Samuel, Syed Zain Masood, Marshall F. Tappen
Learning to recognize shadows in monochromatic natural images. CVPR (2010)
Nazar Khan, Lam Tran, Marshall F. Tappen
Training many-parameter shape-from-shading models using a surface database. ICCV Workshops (2009)
Kegan G. G. Samuel, Marshall F. Tappen
Learning optimized MAP estimates in continuously-valued MRF models. CVPR (2009)
Paul Scovanner, Marshall F. Tappen
Learning pedestrian dynamics from the real world. ICCV (2009)
Jason Hochreiter, Silvino Barreiros, Naveed Imran, Marshall F. Tappen, Mubarak Shah, Sean McMillan, Benjamin Mears
UCF @ TRECVID 2009 : High-Level Feature Extraction. TRECVID (2009)
Syed Zain Masood, Jiejie Zhu, Marshall F. Tappen
Automatic Correction of Saturated Regions in Photographs using Cross-Channel Correlation. Comput. Graph. Forum 28 (7) (2009)
Marshall F. Tappen, Kegan G. G. Samuel, Craig V. Dean, David M. Lyle
The Logistic Random Field - A convenient graphical model for learning parameters for MRF-based labeling. CVPR (2008)
Richard Szeliski, Ramin Zabih, Daniel Scharstein, Olga Veksler, Vladimir Kolmogorov, Aseem Agarwala, Marshall F. Tappen, Carsten Rother
A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors. IEEE Trans. Pattern Anal. Mach. Intell. 30 (6) (2008)
Marshall F. Tappen, Ce Liu, Edward H. Adelson, William T. Freeman
Learning Gaussian Conditional Random Fields for Low-Level Vision. CVPR (2007)
Marshall F. Tappen
Utilizing Variational Optimization to Learn Markov Random Fields. CVPR (2007)
Marshall F. Tappen, Edward H. Adelson, William T. Freeman
Estimating Intrinsic Component Images using Non-Linear Regression. CVPR (2) (2006)
Richard Szeliski, Ramin Zabih, Daniel Scharstein, Olga Veksler, Vladimir Kolmogorov, Aseem Agarwala, Marshall F. Tappen, Carsten Rother
A Comparative Study of Energy Minimization Methods for Markov Random Fields. ECCV (2) (2006)
Marshall F. Tappen, William T. Freeman, Edward H. Adelson
Recovering Intrinsic Images from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 27 (9) (2005)
Marshall F. Tappen, Bryan C. Russell, William T. Freeman
Efficient Graphical Models for Processing Images. CVPR (2) (2004)
Marshall F. Tappen, William T. Freeman
Comparison of Graph Cuts with Belief Propagation for Stereo, using Identical MRF Parameters. ICCV (2003)
Marshall F. Tappen, William T. Freeman, Edward H. Adelson
Recovering Intrinsic Images from a Single Image. NIPS (2002)

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Publication Activity (10 Years)

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Marshall F. Tappen