Reading Group
SUMMER 2008
 
SENSOR NETWORKS TRACK
Date Person Topic
06/03 Roberto Tron
Rizwan Chaudhry		 INTRODUCTION - ICDSC-07 TUTORIAL-1
  1. Linear Dynamic Data Fusion Techniques for Face Orientation Estimation in Smart Camera Networks
  2. Model-based Human Posture Estimation for Gesture Analysis in an Opportunistic Fusion Smart Camera Network
  3. Spatiotemporal Fusion Framework for Multi-Camera Face Orientation Analysis
  4. Slides
06/10 Roberto Tron
Rizwan Chaudhry		 INTRODUCTION - ICDSC-07 TUTORIAL-2
  1. SCCS: a Scalable Clustered Camera System for multiple object tracking communicating via message passing interface
  2. Real-time Distributed Tracking
  3. Frame-level Temporal Calibration of Video Sequences from Unsynchronized Cameras by Using Projective Invariants
  4. Multiple Object Tracking and Occlusion handling by information exchange between uncalibrated cameras
  5. A case study in clock synchronization for distributed camera systems
  6. Slides
06/17 Ehsan Elhamifar
CONSENSUS ALGORITHMS - SESSION 1
  1. Consensus Problems in Networks of Agents with Switching Topology and Time Delays
  2. Consensus and Cooperation in Networked Multi-Agent Systems
  3. Slides
07/01 Ehsan Elhamifar CONSENSUS ALGORITHMS - SESSION 2
  1. Distributed Kalman Filter with Embedded Consensus Filters
  2. Distributed Kalman Filtering for Sensor Networks
  3. Slides
07/08 Roberto Tron CONSENSUS ALGORITHMS - SESSION 3
  1. Distributed Pose Averaging in Camera Sensor Networks using Consensus on Manifolds
07/15 Rizwan Chaudhry CONSENSUS ALGORITHMS - SESSION 4
  1. Consensus optimization on manifolds
  2. Distributed Maximum Likelihood Estimation for Sensor Networks
07/22 Rizwan Chaudhry CONSENSUS ALGORITHMS - SESSION 5
  1. Distributed Optimization in Sensor Networks
  2. Generalized Consensus Computation in Networked Systems with Erasure Links
  3. Consensus-based Distributed Expectation-Maximization Algorithm for Density Estimation and Classification using Wireless Sensor Networks
  4. Newscast EM
  5. Multi-Observations Newscast EM for Distributed Appearance Based Tracking
  6. Distributed EM Algorithms for Density Estimation and Clustering in Sensor Networks
07/29 Rizwan Chaudhry
Roberto Tron 		LOCALIZATION ALGORITHMS - SESSION 1
  1. Localization in Sensor Networks
  2. Determining Vision Graphs for Distributed Camera Networks using Feature Digests
  3. Distributed Metric Calibration of Ad-Hoc Camera Networks
  4. Calibarating Distributed Camera Networks Using Belief Propagation
07/29 Roberto Tron
Rizwan Chaudhry 		LOCALIZATION ALGORITHMS - SESSION 2
  1. Centralized and Distributed Multi-view Correspondence
  2. Distributed Camera Network Localization
       
RECOGNITION TRACK
Date Person Topic
06/04 Dheeraj Singaraju SESSION 1: INTRO + GENERATIVE METHODS
  1. Fei-Fei & Perona
  2. Sivic et al
  3. Sudderth et al
  4. Csurka et al
06/11 Avinash Ravichandran SESSION 2: DISCRIMINATIVE METHODS
  1. Grauman & Darrel
  2. Grauman & Darrel
  3. Serre et al
  4. Csurka et al
 
Reading Group

  SUMMER 2006
Date Person Topic Place TIME
06/22 David Kim

Models of Object Recognition                Slides

 314 Clark  
06/26 David Kim

Neural Mechanisms for the Recognition of Biological Movements

 314 Clark  
06/29 Dheeraj Singaraju

On Space-Time Interest Points               Slides

 314 Clark  

07/03

 Dheeraj Singaraju

Actions As Objects: A Novel Action Representation

 314 Clark  

07/06

 Alvina Goh

Learning and Recognizing Human Dynamics in Video Sequences              Slides

314 Clark

07/10

 Alvina Goh

Segmentation of Human Motion in Dynamics Based Primitives with Application to Drawing Tasks              Slides

 314 Clark

07/13

 Avinash Ravichandran

Analyzing and Recognizing Walking Figures in XYT                Slides

 314 Clark

07/17

 Avinash Ravichandran

The Function Space of an Activity                Slides

 314 Clark

07/20

 H.Ertan Cetingul

Human activity recognition using multidimensional indexing                Slides

 314 Clark

07/24

 H.Ertan Cetingul

Actions As Space-Time Shapes                Slides

 314 Clark

07/27

 Dheeraj Singaraju

Dynamical statistical shape priors for level set based tracking               Slides

 314 Clark

07/31

 Roberto Tron

Binet-Cauchy Kernels on Dynamical Systems and its Application to the Analysis of Dynamic Scenes               Slides

 314 Clark

08/03

 Alvina Goh

Classifying Human Dynamics Without Contact Forces              Slides

 314 Clark

08/07

 Roberto Tron

Classification and Recognition of Dynamical Models              Slides

 314 Clark

08/11

 H.Ertan Cetingul

Graph Partitioning Active Contours (GPAC) for Image Segmentation               Slides

 314 Clark
  SPRING 2006
Date Person Topic Place TIME

04/11

 Dheeraj Singaraju Belief Propogation 314 Clark  

04/19

 Avinash Ravichandran Isoperimetric Graph Partitioning for Data Clustering and Image Segmentation 314 Clark

04/26

 Alvina Goh Random Walks for Image Segmentation 314 Clark
  FALL 2005
Date Person Topic Place TIME
09/22 Alvina Goh Nonlinear Dimensionality Reduction: PCA, MDS, ISOMAP 314 Clark  
09/29 Alvina Goh Nonlinear Dimensionality Reduction: k-means, LLE, Kernel PCA 314 Clark
10/06 Alvina Goh Nonlinear Dimensionality Reduction: Laplacian Eigenmaps, Hessian LLE 314 Clark
10/13 Alvina Goh Nonlinear Dimensionality Reduction    Presentation Slides      Burges Paper 314 Clark
10/20 Dan Abretske A Multilinear Singular Value Decomposition 314 Clark
10/27 Dheeraj Singaraju Activity Recognition Part I 314 Clark
11/03 Avinash Ravichandran Activity Recognition Part II 314 Clark
11/10 Dheeraj Singaraju Activity Recognition Part III 314 Clark
11/17     314 Clark
11/24   Thanksgiving 314 Clark
  SPRING 2005
Date Person Topic Place TIME
 02/09 Maneesh Dewan  Helmholtz Stereo 314 Clark  
02/16 Dan Abretske Non-Rigid Motion paper 2 - Non-Rigid Motion paper 1 314 Clark
02/23 Anqi Qiu 314 Clark
03/02 Dheeraj Singaraju Motion Segmentation with Missing Data Using PowerFactorization and GPCA 314 Clark
03/09 Le Lu A Two Level Approach for Scene Recognition 314 Clark
03/23 Yi Ma 314 Clark
3/31 Yasmin Hashambhoy 314 Clark
04/06 Alvina Goh  Learning Spectral Clustering 314 Clark
04/13 Rene Vidal Motion Identification of Planar Free-Form Objects 314 Clark
4/27 Luis F. Gutierrez 314 Clark
  FALL 2004
Date Person Topic Place TIME
09/21 Dan Abretske A Factorization Based Algorithm for Multi-Image Projective Structure and Motion 314 Clark  
09/29 Dheeraj Singaraju Senior Thesis work on Trifocal Tensor 319 Clark  
10/05 Le Lu Action Modeling and Recognition 314 Clark  
10/12 Alvina Goh Shape Statistics 314 Clark  
10/19 Malini Hosakere In Vivo Fiber Tractography 319 Clark  
10/26 Avinash Ravichandran Dynamic Texture paper 1 Dynamic Texture paper 2 314 Clark  
110/2 Tara Johnson Probabilistic DTI 314 Clark 1430
110/9 Xiaodong Fan Object Recognition 319 Clark  
11/16 Xiaodong Fan Object Recognition the sequel 314 Clark  
11/23 Yasmin Hashambhoy Recursive Identification of Switched ARX Hybrid Models: Exponential Convergence and Persistence of Excitation 314 Clark  
11/30 Alvina Goh Clustering Fiber Traces Using Normalized Cuts 314 Clark  
       
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