Clinical Investigations and Precision Therapeutics Program, CINJ

Research Output 1976 2020

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Paper
2019

Cu-Net: Coupled U-nets

Tang, Z., Peng, X., Geng, S., Zhu, Y. & Metaxas, D. N., Jan 1 2019.

Research output: Contribution to conferencePaper

Semantics
2018

Improving GANs using optimal transport

Salimans, T., Metaxas, D., Zhang, H. & Radford, A., Jan 1 2018.

Research output: Contribution to conferencePaper

energy
Energy
Data Distribution
Generative
Benchmark
2017
5 Citations (Scopus)

Addressing imbalance in multi-label classification using structured hellinger forests

Daniels, Z. A. & Metaxas, D., Jan 1 2017, p. 1826-1832. 7 p.

Research output: Contribution to conferencePaper

Labels
Costs
2016
26 Citations (Scopus)

Multispectral deep neural networks for pedestrian detection

Liu, J., Zhang, S., Wang, S. & Metaxas, D., Jan 1 2016, p. 73.1-73.13.

Research output: Contribution to conferencePaper

Fusion reactions
Color
Detectors
Clocks
Deep neural networks
2 Citations (Scopus)

Track facial points in unconstrained videos

Peng, X., Hu, Q., Huang, J. & Metaxas, D. N., Jan 1 2016, p. 129.1-129.13.

Research output: Contribution to conferencePaper

Deep neural networks
2014
1 Citation (Scopus)

Capacity analysis of a discrete-time bufferless timing channel

Tavan, M., Yates, R. & Bajwa, W. U. Z., Jan 1 2014.

Research output: Contribution to conferencePaper

2013
9 Citations (Scopus)

Exploring energy and performance behaviors of data-intensive scientific workflows on systems with deep memory hierarchies

Gamell, M., Rodero, I., Parashar, M. & Poole, S., Jan 1 2013, p. 226-235. 10 p.

Research output: Contribution to conferencePaper

Data storage equipment
Electronic data interchange
Information management
Large scale systems
Pipelines
2011
5 Citations (Scopus)

A framework for the recognition of non-manual markers in segmented sequences of American sign language

Michael, N., Yang, P., Liu, Q., Metaxas, D. & Neidle, C., Jan 1 2011.

Research output: Contribution to conferencePaper

Head frames
Support vector machines
2007
26 Citations (Scopus)

A component based deformable model for generalized face alignment

Huang, Y., Liu, Q. & Metaxas, D., Dec 1 2007.

Research output: Contribution to conferencePaper

Lighting
Statistical methods
Geometry
12 Citations (Scopus)

Coupling CRFs and deformable models for 3D medical image segmentation

Tsechpenakis, G., Wang, J., Mayer, B. & Metaxas, D., Dec 1 2007.

Research output: Contribution to conferencePaper

Image segmentation
Optical tomography
Labels
Textures
4 Citations (Scopus)

Embedded profile hidden markov models for shape analysis

Huang, R., Pavlovic, V. & Metaxas, D., Dec 1 2007.

Research output: Contribution to conferencePaper

Hidden Markov models
Model structures
Learning algorithms
3 Citations (Scopus)

Optimization and learning for registration of moving dynamic textures

Huang, J., Huang, X. & Metaxas, D., Dec 1 2007.

Research output: Contribution to conferencePaper

Textures
Derivatives
Motion estimation
Cameras
Statistics
14 Citations (Scopus)

Using the Pn Potts model with learning methods to segment live cell images

Russell, C., Restif, C., Metaxas, D. & Torr, P., Dec 1 2007.

Research output: Contribution to conferencePaper

Potts model
Textures
Tuning
Pixels
2005
5 Citations (Scopus)

A framework for rule-based management of parallel scientific applications

Liu, H. & Parashar, M., Dec 1 2005, p. 360-361. 2 p.

Research output: Contribution to conferencePaper

2004
2 Citations (Scopus)

Moving toward intent detection: A tool-based approach

Burgoon, J. K., Adkins, M., Kruse, J., Jensen, M. L., Deokar, A., Twitchell, D. P., Lu, S., Metaxas, D., Nunamaker, J. F. & Younger, R. E., Dec 1 2004, p. 124-129. 6 p.

Research output: Contribution to conferencePaper

Communication
2003

Heart composite material model for stress-strain analysis

Hu, Z., Metaxas, D. & Axel, L., Dec 1 2003, p. 295-302. 8 p.

Research output: Contribution to conferencePaper

Myocardium
Composite Materials
Strain Energy
Strain energy
Energy Function
2001
70 Citations (Scopus)

Automating gait generation

Sun, H. C. & Metaxas, D., Jan 1 2001, p. 261-269. 9 p.

Research output: Contribution to conferencePaper

Animation
Level control
Virtual reality
Interpolation
17 Citations (Scopus)

Collision resolutions in cloth simulation

Huh, S., Metaxas, D. & Badler, N. I., Dec 1 2001, p. 122-127. 6 p.

Research output: Contribution to conferencePaper

Linear equations
Momentum
Conservation
23 Citations (Scopus)

Pedestrians: Creating agent behaviors through statistical analysis of observation data

Ashida, K., Lee, S. J., Allbeck, J. M., Sun, H., Badler, N. I. & Metaxas, D., Dec 1 2001, p. 84-92. 9 p.

Research output: Contribution to conferencePaper

Virtual reality
Statistical methods
Animation
2000
9 Citations (Scopus)

Dynamic deformable models for enhanced haptic rendering in virtual environments

Ramanathan, R. & Metaxas, D., Jan 1 2000, p. 31-35. 5 p.

Research output: Contribution to conferencePaper

Virtual reality
Dynamic models
Feedback
Rendering (computer graphics)
65 Citations (Scopus)

Finite element model of the breast for predicting mechanical deformations during biopsy procedures

Azar, F. S., Metaxas, D. & Schnall, M. D., Jan 1 2000, p. 38-45. 8 p.

Research output: Contribution to conferencePaper

Finite Element Model
Tumor
Mechanical Properties
Compression
Imaging
1999
129 Citations (Scopus)

Parallel hidden Markov models for American sign language recognition

Vogler, C. & Metaxas, D., Dec 1 1999, p. 116-122. 7 p.

Research output: Contribution to conferencePaper

Hidden Markov models
Gesture recognition
Linguistics
Scalability
Polynomials
1998
60 Citations (Scopus)

An anthropometric face model using variational techniques

DeCarlo, D., Metaxas, D. & Stone, M., Jan 1 1998, p. 67-74. 8 p.

Research output: Contribution to conferencePaper

Variational techniques
Statistics
166 Citations (Scopus)

ASL recognition based on a coupling between HMMs and 3D motion analysis

Vogler, C. & Metaxas, D., Dec 1 1998, p. 363-369. 7 p.

Research output: Contribution to conferencePaper

Hidden Markov models
Computer vision
Physics
Motion analysis
Experiments
1997
50 Citations (Scopus)

New generation EOS compositional reservoir simulator: Part I - formulation and discretization

Wang, P., Yotov, I., Wheeler, M., Arbogast, T., Dawson, C., Parashar, M. & Sepehrnoori, K., Jan 1 1997, p. 55-64. 10 p.

Research output: Contribution to conferencePaper

equation of state
simulator
two phase flow
decomposition
fluid
39 Citations (Scopus)

New generation EOS compositional reservoir simulator: Part II - framework and multiprocessing

Parashar, M., Wheeler, J. A., Pope, G., Wang, K. & Wang, P., Jan 1 1997, p. 31-38. 8 p.

Research output: Contribution to conferencePaper

EOS
simulator
multiple use
data management
1996
20 Citations (Scopus)

Deformable model-based face shape and motion estimation

DeCarlo, D. & Metaxas, D., Dec 1 1996, p. 146-150. 5 p.

Research output: Contribution to conferencePaper

Motion estimation
Optical flows
Experiments
1 Citation (Scopus)

Establishing perceptual criteria on image quality in diagnostic telepathology

Foran, D. J., Meer, P., Papathomas, T., Marsic, I., Gong, L., Kulikowski, C. A. & Trelstad, R. L., Dec 1 1996, p. 873-876. 4 p.

Research output: Contribution to conferencePaper

Image compression
Image quality
Pathology
1995
95 Citations (Scopus)

3D human body model acquisition from multiple views

Kakadiaris, I. A. & Metaxas, D., Jan 1 1995, p. 618-623. 6 p.

Research output: Contribution to conferencePaper

Discrete event simulation
Control theory
Experiments
2 Citations (Scopus)

Software tool evaluation methodology

Hariri, S., Park, S. Y., Reddy, R., Subramanyan, M., Yadav, R., Fox, G. C. & Parashar, M., Jan 1 1995, p. 3-10. 8 p.

Research output: Contribution to conferencePaper

Message passing
Automatic teller machines
Distributed computer systems
Parallel processing systems
Ethernet
1994
3 Citations (Scopus)

Active motion-based segmentation of human body outlines

Kakadiaris, I. A., Metaxas, D. & Bajcsy, R., Dec 1 1994, p. 50-56. 7 p.

Research output: Contribution to conferencePaper

Motion estimation
Physics
Monitoring
Chemical analysis
Experiments

New approach to tracking 3D objects in 2D image sequences

Chan, M., Metaxas, D. & Dickinson, S., Dec 1 1994, p. 960-965. 6 p.

Research output: Contribution to conferencePaper

Extended Kalman filters
Physics
Experiments