User Tools

Site Tools


projects:year10:10a.015.sbu

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Next revision
Previous revision
Next revision Both sides next revision
projects:year10:10a.015.sbu [2021/05/11 10:12]
sally.johnson created
projects:year10:10a.015.sbu [2022/08/31 15:05]
sally.johnson [Project - Documents]
Line 5: Line 5:
 **PROJECT GOALS & NOVELTY OF APPROACH** **PROJECT GOALS & NOVELTY OF APPROACH**
  
-  Build a robust and real-time object recognition model that generalizes well under various challenging illumination conditions such as shadows or non-uniform lighting. +**Goals:** Framework for collecting dynamic scenes in telehealth systems using multiple cameras and microphones. Images coming from cameras identified as humans vs background will be separatedand sounds coming from microphones identified as speech will be separated
-  Take physical properties of the objects and scenes, such as 3D geometry, materiallight color into account to remove the illumination factors from an image+ 
-  * Collect a dataset of large number of object classes with non-uniform illumination. +**Novelty:** Develop applications that can collect dynamic scenes involving patients and healthcare providers, differentiate speech from other sounds, and videos of humans from background. 
-  Design and validate an object recognition neural network which incorporates the physical properties of objects.+
  
 //<fc #ff0000>This is a multi-year project started in Year 9.</fc>// //<fc #ff0000>This is a multi-year project started in Year 9.</fc>//
Line 15: Line 15:
 </WRAP> </WRAP>
 ===== Project - Team ===== ===== Project - Team =====
-^ Team Member         ^ Role            ^ Email                          ^ Phone Number    ^ Academic Site/IAB       ^ +^ Team Member                                                      ^ Role            ^ Email                           ^ Phone Number    ^ Academic Site/IAB       ^ 
-Dimitris Samaras    | PI              | samaras@cs.stonybrook.edu      | (631) 632-8464  | Stony Brook University +[[about:personnel:arie_kaufman|Arie Kaufman]]                    | PI              | ari@cs.stonybrook.edu           | (631) 632-8441  | Stony Brook University 
-Arie Kaufman        | Co-PI           ari@cs.stonybrook.edu          | (631) 632-8441  | Stony Brook University +[[about:personnel:dimitris_samaras|Dimitris Samaras]]            | Co-PI           samaras@cs.stonybrook.edu       | (631) 632-8464  | Stony Brook University 
-Sagnik Das          Student         sadas@cs.stonybrook.edu        N/A             | Stony Brook University +[[about:personnel:minh_hoai_nguyen|Minh Hoai Nguyen]]            | Co-PI           minhhoai@cs.stonybrook.edu      (631) 632-8460  | Stony Brook University 
-Shahrukh Athar      Student         sathar@cs.stonybrook.edu       | (631) 398-2919  | Stony Brook University +[[about:personnel:niranjan_balasubramanian|N. Balasubramanian]]  Co-PI           | niranjan@cs.stonybrook.edu      | (631) 632-2457  | Stony Brook University 
-| Shawn Mathew        | Student         | shawmathew@cs.stonybrook.ed    | (516) 306-1876  | Stony Brook University +| [[about:personnel:shawn_mathew|Shawn Mathew]]                    | Student         | shawmathew@cs.stonybrook.edu    | (516) 306-1876  | Stony Brook University 
-Georgi Georgiev     | Student         ggeorgi@cs.stonybrook.edu      | N/A             | Stony Brook University +[[about:personnel:parmida_ghahremani|Parmida Ghahremani]]        | Student         pghahremani@cs.stonybrook.edu   | N/A             | Stony Brook University 
-Jingyi Xu           | Student         jingyixu@cs.stonybrook.edu     | N/A             | Stony Brook University +[[about:personnel:viresh_ranjan|Viresh Ranjan]]                  | Student         vranjan@cs.stonybrook.edu       | N/A             | Stony Brook University 
-Miroslav Trajkovic  | Project Mentor Miroslav.Trajkovic@zebra.com   | (631) 245-5352  Zebra                   +[[about:personnel:heeyoung_kwon|Heeyoung Kwon]]                  | Student         | heekwon@cs.stonybrook.edu       | (631) 260-3441  | Stony Brook University 
-                    |                                                |                 | **Funded by: Zebra**    |+| [[about:personnel:bhuvnesh_kumar|Bhuvnesh Kumar]]                | Student         | bhkumar@cs.stonybrook.edu       | N/A             | Stony Brook University 
 +| [[about:personnel:souradeep_chakraborty|Souradeep Chakraborty]]  | Student         | souchakrabor@cs.stonybrook.edu  | (631) 320-6641  | Stony Brook University 
 +| Lou Lavino                                                       | Project Mentor llavino@medpodinc.com           | (631) 291-1233  Medpod                  
 +                                                                 |                                                 |                 | **Funded by: Medpod**   |
  
 ===== Project - Deliverables ====== ===== Project - Deliverables ======
  
-^    ^ Deliverables                                         +^    ^ Deliverables                                                         
-| 1  | Dataset Creation                                     +| 1  | Working framework for data collection from multiple videos           
-| 2  | 3D Reconstruction                                    +| 2  | Working framework for data collection from multiple microphones      
-| 3  | Design & validate object recognizer baseline         +| 3  | Tested algorithms differentiating humans from background in imaging  
-| 4  | Shadow & shading removal model                       | +| 4  | Tested algorithms differentiating speech from background             |
-| 5  | Combine illumination correction & object recognizer  |+
 ===== Project - Benefits to IAB ===== ===== Project - Benefits to IAB =====
 <WRAP leftalign box > <WRAP leftalign box >
  
-  * Object recognition model with application in real-scenarios where non-uniform illumination effects its performance. +Additional video and speech features and analysis can improve telehealth systems 
-  * Shadow, shading, and illuminant removal framework will be useful to pre-process images for various other tasks. +
-  * Proposed dataset will be helpful for not only object recognition but also to learn different tasks such as shadow removal, object segmentation, etc.+
  
  
Line 51: Line 52:
 Below is a project update presented at the 2021 CVDI IAB Spring Meeting. Below is a project update presented at the 2021 CVDI IAB Spring Meeting.
  
-{{ :meetings:spring2021:10a.014.sbu_multiple_year_project_slides.pptx |}}+{{ :meetings:spring2021:10a.015.sbu_pitch_slides_updated_04.13.2021.pptx |}}\\ 
 + 
 +Final Report: 
 + 
 +{{ :projects:year10:9a.015.sbu_medpod_cvdi_year_9_final_project_report.docx |}}\\
  
 ~~DISCUSSION~~ ~~DISCUSSION~~
projects/year10/10a.015.sbu.txt · Last modified: 2022/10/03 15:35 by sally.johnson