Computer Vision Journal Club at Temple

Contact: Haibin Ling, hbling AT dabi.temple.edu


 

 

Speaker

Title

Dr. Chao Chen

(Rutgers Univ.)

9/5/2014

Image Analysis with Topological Information

Dr. Yong Xu

(South China U. Tech.)

7/2/2014

MFS - the invariant feature for texture analysis.

Chenglong Bao

(National U. Singapore)

7/1/2014

L0 norm based dictionary learning method with global convergence, C. Bao, H. Ji, Y. Quan, and Z. Shen, CVPR 2014.

Semir Elezovikj

4/25/2014

A Linear Approach to Matching Cuboids in RGBD Images, H. Jiang and J. Xiao, CVPR 2012

Dr. Jianxiong Xiao

(Princeton)

CIS Colloquium

3/28/2014

A Big 3D Data Approach to Visual Scene Understanding

Joseph Catrambone 

12/6/2013

Introduction to deep learning

Dr. Peng Wang

(Siemens)

4/26/2013

Learning based measurement fusion for device tracking in image-guided interventions

Dr. Meizhu Liu

(Siemens)

4/17/2013

Total Bregman Divergence and its Applications to Classification and Shape Retrieval.

Tianyang Ma

3/6/2013

Object Co-detection

S. Y. Bao, Y. Xiang and S. Savarese, ECCV 2012

Dr. Zhuowen Tu

(UCLA)

(CIS Colloquium)

2/28/2013

Unsupervised and Weakly-Supervised Object Discovery, Segmentation,
Classification, and Clustering

Pengpeng Liang

2/22/2013

Struck: Structured output tracking with kernels

S. Hare, A. Saffari, and P. Torr, ICCV, 2011

Dr. Philippos Mordohai

(Stevens Inst.)

(CIS Colloquium)

2/8/2013

The Roles of Uncertainty in 3D Reconstruction

 

 

Dr. Rene Vidal

(John Hopkins)

(CIS Colloquium)

12/5/2012

Sparse Subspace Clustering

Pengpeng Liang

11/30/2012

Improving Multi-target Tracking via Social Grouping

Qin and Shelton, CVPR 2012

Dr. Dimitris Metaxas

(Rutgers Univ.)

(CIS Colloquium)

11/7/2012

Sparse Methods for Medical Image Analysis and Reconstruction

Dr. Yang Wang

(Siemens)

11/2/2012

High Resolution Registration, Tracking, and Synthesis of 3D Deforming Objects

Haotian Xu

10/12/2012

Statistics of Patch Offsets for Image Completion

Kaiming He and Jian Sun, ECCV 2012

 

Semir Elezovikj

9/28/2012

Object Recognition with Hierarchical Kernel Descriptors

Liefeng Bo, Kevin Lai, Xiaofeng Ren, and Dieter Fox, CVPR 2011

 

Sparse Distance Learning for Object Recognition Combining RGB and Depth Information

Kevin Lai, Liefeng Bo, Xiaofeng Ren, and Dieter Fox, ICRA 2011

 

 

Dr. Junzhou Huang

(UT Arlington)

5/23/2012

When Sparse Learning Met Signal Processing

Dr. Yingli Tian

(City Univ. of New York)

(CIS Colloquium)

4/11/2012

Computer Vision Technology for Applications to Assist Blind People

Dr. Gang Hua

(Stevens Inst.)

(CIS Colloquium)

3/14/2012

Multiple Instance Learning for Human Centered Visual Computing

Dr. Alan Stocker

(Univ. of Penn.)

(CIS Colloquium)

11/16/11, 447

Believing is seeing - how prior beliefs influence perception

Dr. Larry S. Davis

(Univ. of Maryland)

(CIS Colloquium)

11/2/11, Tech 111

Contextual analysis of images and videos.

Yu Pang

10/20/11, 10:30am

RASL: Robust Batch Alignment of Images by Sparse and Low-Rank Decomposition

Yigang Peng, Arvind Ganesh, John Wright, Wenli Xu, and Yi Ma. 2010.

Le Shu

10/6/11, 10:30am

Unsupervised feature selection for multi-cluster data

Deng Cai, Chiyuan Zhang, and Xiaofei He, KDD 2010.

Dr. Yefeng Zheng

(Siemens Research)

(CIS Colloquium)

9/22/11

Marginal Space Learning for Efficient Detection and Segmentation of 2D/3D Anatomical Structures in Medical Images

Jin Sun

5/4/11

Eye smarter than scientists believed: neural computations in circuits of the retina,

Gollisch, T., and Meister, M. (2010), Neuron 65, 150-164. 

Weiyu Zhang

4/27/11

Discriminative Image Warping with Attribute Flow, W. Zhang, P. Srinivasan, and J. Shi, CVPR 2011

Tianyang Ma

4/25/11

From Partial Shape Matching through Local Deformation to Robust Global Shape Similarity for Object Detection

T. Ma and L. J. Latecki, CVPR 2011

Wenjing Qi

4/20/11

Efficient Visual Object Tracking with Online Nearest Neighbor Classifier

Steve Gu, Ying Zheng, and Carlo Tomasi, ACCV 2010.

Dr. Marc Sobel
4/6/11

Infinite hidden Markov and Dirichlet process statistical models.

Dr. Jingyi Yu

(Univ. Delaware)

(CIS Colloquium)

3/16/11

Analysis of Motion Blur with a Flutter Shutter Camera for Non-Linear Motion.

Simone Schäfer

(Univ. of Siegen)

2/4/11

3D Path Similarity Skeleton Graph Matching.

Dr. Ying Zhu

(Siemens Research)

(CIS Colloquium)

12/14/10

Nonparametric Data-Driven Techniques for Visual Detection and Tracking.

Hairong Liu

(National U. Singapore)

12/13/2010

Robust Graph Mode Seeking by Graph Shift

H. Liu and S. Yan, ICML, 2010.

Xingwei Yang

10/22/10

Shape Based Object Detection and Recognition in Silhouettes and Real Images

Dr. Xiaoming Liu

(GE Research)

(CIS Colloquium)

10/19/10

Supervised and Semi-Supervised Image Alignment.

Dr. Pei Wang

10/08/10

Learning as Reasoning, related research available from http://www.cis.temple.edu/~pwang/

Feng Li

(U. Delaware)

10/01/10

Building a Hybrid Camera Array for Low Light Imaging, related papers can be found at http://www.cis.udel.edu/~feli/

Yi Meng

9/24/10

Recovering the Spatial Layout of Cluttered Rooms, V. Hedau, D. Hoiem, and D.A. Forsyth, ICCV 2009

Liang Du

9/17/10

Detecting Text in Natural Scenes with Stroke Width Transform (PDF),

by Boris Epshtein, Eyal Ofek, Yonatan Wexler, CVPR’10

Tianyang Ma

4/30/10

Boundary Learning by Optimization with Topological Constraints, V. Jain et al., CVPR 2010

Jin Sun

4/16/10

Discriminative Fields for Modeling Spatial Dependencies in Natural Images,

S. Kumar and M. Hebert. NIPS 2004

Xingwei Yang

3/26/10

Object Detection via Boundary Structure Segmentation

Alexander Toshev, Ben Taskar, and Kostas Daniilidis, IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, CA, 2010

Dr. Albert Montillo
(Rutgers Univ.)
2/26/10

Generative, descriptive and active models for computer vision

Erkang Cheng

2/5/10

Probabilistic Boosting-Tree: Learning Discriminative Models for Classification, Recognition, and Clustering, ICCV’05, Zhuowen Tu

Dr. Ko Nishino

(Drexel)

(CIS Colloquium)

1/27/10

Exploiting the Latent Structures of 3D Geometry and Appearance

http://www.cs.drexel.edu/~kon/research.html

Chengliang Wang

12/8/09

Shape context and chamfer matching in cluttered scenes,

by A. Thayananthan,  B. Stenger,  P. H. S. Torr,  R. Cipolla, CVPR 2003

Jingting Zeng
11/10/09

Attribute and Simile Classifiers for Face Verification,

by N. Kumar, A. C. Berg, P. N. Belhumeur, and S. K. Nayar, ICCV’09

Dr. Gang Li
(Siemens Research)
(CIS Colloquium)
10/28/09

Geometric Context in 3D Computer Vision, publications

Nan Li

10/27/09

Markov Random Fields and Images,

by P. Perez, CWI Quarterly 1998

Xingwei Yang

10/20/09

Discriminative Models for Multi-class Object Layout,

by C. Desai, D. Ramanan, and C. Fowlkes, ICCV’09

Nan Li

10/13/09

Hierarchical Image Segmentation by Polygon Grouping,

by Lakshman Prasad and Sriram Swaminarayan

Erkang Cheng
10/6/09

A Multiscale Hybrid Model Exploiting Heterogeneous Contextual Relationships for Image Segmentation,

CVPR’09, by L. Zhang and Q. Ji

Dr. Lei Guo
9/22/09

MRI Image Segmentation Based on Dimensional Weight Immune Support Vector Machine

Yi Meng
9/15/09

Real-Time Tracking of Non-Rigid Objects using Mean Shift,

CVPR’00, D. Comaniciu, V. Ramesh, P. Meer

Dr. Xiaolei Huang
(Lehigh)
(CIS Colloquium)
9/10/09

Object Models for Boundary Extraction with Application to Medical Image Analysis

Dr. Siwei Lyu
(SUNY Albany)
4/22/09

Modeling statistics of photographic images
Related publications available at http://www.cs.albany.edu/~lsw/homepage/PUBLICATIONS.html

Dr. Alex Yates & Irene Huang
4/13/09

Conditional Random Field

·  Tutorial by Hanna Wallach

·  The paper by Lafferty, McCallum, and Pereira

Dr. Albert Montillo
(Univ. Penn.)
4/2/09

Random Forest

·  Random Forest, L. Breiman

·  Slides from Dr. Montillo

Xingwei Yang
3/30/09

Outlier Detection with Globally Optimal Exemplar-Based GMM. SDM'09
Xingwei Yang, Longin Jan Latecki, Dragoljub Pokrajac

Dr. Yuhong Guo
2/23/09

Learning Spatial Context: Using Stuff to Find Things. ECCV-08
Geremy Heitz and Daphne Koller

ChengEn Lu
2/16/09

Learning an Alphabet of Shape and Appearance for Multi-Class Object Detection, IJCV'08
A. Opelt, A. Pinz, and A. Zisserman

Dr. Rolf Lakaemper
2/9/09

It's a disaster: rescue robot exercise in Texas

Xingwei Yang
12/15/08

Multiple Component Learning for Object Detection, ECCV 2008.
Piotr Dollar, Boris Babenko, Serge Belongie, Pietro Perona, and Zhuowen Tu

Nagesh Adluru
12/8/08

Active Basis for Deformable Object Modeling, Learning and Detection.
Y.N. Wu, Z.Z. Si, H.F. Gong, and S.C. Zhu

Dr. Marc Sobel
11/24/08

Generalizing Swendsen-Wang to Sampling Arbitrary Posterior Probabilities
Adrian Barbu and Song-Chun Zhu

Jingting Zeng
11/10/08

A Context Dependent Distance Measure for Shape Clustering
Rolf Lakaemper and JingTing Zeng

Dr. Marc Sobel
11/03/08

Generalizing Swendsen-Wang to Sampling Arbitrary Posterior Probabilities
Adrian Barbu and Song-Chun Zhu
This is the second part continued from last week.

Dr. Le Lu
(Siemens Research)

(CIS Colloquium)
10/29/08

Visual Representation Bridging Machine Learning to Computer Vision
Related publications available at http://www.cs.jhu.edu/~lelu

Dr. Marc Sobel
10/27/08

Generalizing Swendsen-Wang to Sampling Arbitrary Posterior Probabilities
Adrian Barbu and Song-Chun Zhu

Dr. Haibin Ling
10/20/08

Boosting in computer vision

·  Additive logistic regression: a statistical view of boosting, J. Friedman, T. Hastie, and R. Tibshirani, The Annals of Statistics 2000.

·  Robust Real-time Object Detection, P. Viola and M. Jones, IJCV 2002.

ChengEn Lu
10/13/08

V. Ferrari, F. Jurie, and C. Schmid. Accurate Object Detection with Deformable Shape Models Learnt from Images CVPR, 2007.

Thomas Young
10/06/08

Experimental Approaches in Biopsychology: Focus on Electrophysiology

Xin Li
09/29/08

Learning to Localize Objects with Structured Output Regression
M. B.Blaschko and C. H.Lampert, ECCV 2008.