-
Notifications
You must be signed in to change notification settings - Fork 1
/
index_old.jemdoc
54 lines (38 loc) · 4.17 KB
/
index_old.jemdoc
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
# jemdoc: menu{MENU}{index.html}, nofooter
== Anirban Chakraborty
~~~
{}{img_left}{Images/anirban_face.jpg}{alt text}{141.75}{170.1}{index.html}
Research Fellow\n
[http://rose.ntu.edu.sg/Pages/Home.aspx Rapid-Rich Object Search (ROSE) Lab]\n
[http://www.eee.ntu.edu.sg/Pages/home.aspx School of Electrical and Electronic Engineering]\n
[http://www.ntu.edu.sg/Pages/home.aspx Nanyang Technological University]\n
Research Techno Plaza,\n
50 Nanyang Drive, Singapore 637553\n
Phone: \+65 8207 7608 \n
E-mail: [email protected]\n
Alt. e-mail: [email protected]
~~~
== About me
I am an Assistant Professor at the Department of Computational and Data Sciences (CDS) in the Indian Institute of Science (IISc) Bangalore. I
I am currently a research fellow in the [http://rose.ntu.edu.sg/Pages/Home.aspx {{Rapid-Rich Object Search (ROSE)}}] Lab at Nanyang Technological University, Singapore working on large scale, deployable video surveillance systems. Before joining NTU, I worked as a post-doctoral fellow in the A\*STAR-NUS [http://www.circ.nus.edu.sg {{Clinical Imaging Research Centre}}] at National University of Singapore. I completed my Ph.D. in Electrical Engineering from [http://www.ucr.edu {{University of California, Riverside}}] under the supervision of [http://www.ee.ucr.edu/~amitrc/ {{Dr. Amit K. Roy-Chowdhury}}] in August, 2014. I obtained my M.S. from the same institute in 2010 and prior to that, my bachelors in Electrical Engineering from [http://www.jaduniv.edu.in {{Jadavpur University}}], India.
[CV/AChakraborty-CV.pdf {{[My CV]}}]~~~~~[http://escholarship.org/uc/item/2wz7v2sj {{[Ph.D. Thesis]}}]~~~~~[https://scholar.google.com.sg/citations?user=NtAsZK-2HjcC&hl=en {{[Google Scholar]}}]~~~~~[https://sg.linkedin.com/in/anirban-chakraborty-629a1833 {{[LinkedIn]}}]
== Research interests
I am interested in exploring applications of systems theory, probabilistic graphical models, stochastic processes, geometric tessellation and optimization in a wide range of computer vision and machine learning problems, such as -
- *Video analytics:* Multi-camera surveillance \- person-reidentification, video anomaly detection, activity recognition and forecasting.
- *Biological and medical image analysis:* Bio-image informatics \- registration, cell segmentation, spatio-temporal cell tracking, cell and tissue resolution 3D reconstruction of confocal image stacks.\n
Analysis of clinical MR, CT and $\mu$CT images.
== Selected publications
- *A. Chakraborty*, A. Das, A. K. Roy-Chowdhury, [papers/PAMI-2015.pdf {{"Network Consistent Data Association"}}], /IEEE TPAMI/, 2016 (In Press).
- *A. Chakraborty*, A. K. Roy-Chowdhury, [papers/MEDIA_2014.pdf {{"Context Aware Spatio-temporal Cell Tracking In Densely Packed Multilayer Tissues"}}], /Medical Image Analysis/, 2015.
- A. Das\*, *A. Chakraborty*\*, A. K. Roy-Chowdhury,[papers/ECCV_2014.pdf {{"Consistent Re-identification in a Camera Network"}}], /ECCV/, 2014 (\*Jointly first-authored).
- *A. Chakraborty*, M. M. Perales, G. V. Reddy, A. K. Roy-Chowdhury, [http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0067202 {{"Adaptive Geometric Tessellation for 3D Reconstruction of Anisotropically Developing Cells in Multilayer Tissues from Sparse Volumetric Microscopy Images"}}], /PLoS ONE/, 2013.
For the complete list of publications, please see the [publication.html Publication] page.
== News
~~~
- *Aug 2016:* Our [papers/TCSVT_2016.pdf {{paper}}] on person re-identification from egocentric views is accepted at IEEE TCSVT.
- *May 2016:* Glad to be part of a work accepted in ICIP 2016 (forecasting start time of future activities, Mahmud et. al.).
- *Jan 2016:* Our [papers/TCBB_2016.pdf {{work}}] (Mkrtchyan et. al.) on registration of confocal live imaging stacks is accepted in IEEE TCBB.
- *Nov 2015:* Joined [http://rose.ntu.edu.sg/Pages/Home.aspx ROSE Lab], NTU as a post-doctoral research fellow. I shall be part of Prof. [http://www.ntu.edu.sg/home/jsyuan/ Junsong Yuan]'s group.
- *Oct 2015:* Our [papers/WACV_2016.pdf {{paper}}] on person re-identification with wearable devices is accepted in WACV, 2016.
- *Aug 2015:* Our [papers/PAMI-2015.pdf {{paper}}] `Network Consistent Data Association' is accepted in IEEE TPAMI.
~~~