Subhransu Maji
I am a third year PhD student in Computer Science at UC Berkeley advised by Jitendra Malik. My primary interest is in computer vision with focus on efficient algorithms for object recognition. I have also worked in various machine learning projects including ones in natural language processing and distributed compressed sensing. Before coming here I did my bachelors in Computer Science and Engineering at Indian Institute of Technology, Kanpur. Recently I was awarded the Google graduate fellowship, which funds my grad school expenses for the next two years. Thanks Google!
Code & Details
INRIA Pedestrian Detector | Fast IKSVM classifiers | Max-Margin Hough | Additive Classifiers | DigitsPublications
Max-Margin Additive Classifiers for Detection
[pdf]
[PPT]
[Code]
Subhransu
Maji and
Alexander C. Berg
ICCV 2009, Kyoto, Japan (ORAL)
PASCAL VOC 2009
We submitted a people detector based on poselets and hough transform based voting to the pascal
challenge. We won on the people category, but our results are not directly comparable as we
use require additional annotations to train our detectors. For more details check out the
PASCAL
VOC 2009 workshop page and
the POSELETS
page of my colleague Lubomir Bourdev.
Multiple-View Object Recognition in Band-Limited Distributed Camera Networks
[pdf]
[PPT]
Allen Y. Yang,
Subhransu Maji,
C. Mario Christoudias,
Trevor Darell,
Jitendra
Malik and
S. Shankar Sastry
ICDSC 2009, Como, Italy (ORAL)
Distributed compression and fusion of nonnegative sparse
signals for multiple-view object recognition
[pdf]
Allen
Y. Yang,
Subhransu
Maji, Kirak Hong, Posu Yan and
S. Shankar
Sastry
International Conference on Information Fusion, 2009. (best paper
award)
Object Detection Using a Max-Margin Hough Tranform
[pdf]
[PPT]
Subhransu
Maji and
Jitendra Malik
CVPR 2009, Miami, Florida (ORAL)
Classification using Intersection Kernel Support Vector Machines is Efficient
[pdf]
[Source Code]
Subhransu Maji,
Alexander
C. Berg and
Jitendra Malik
CVPR 2008, Anchorage, Alaska
Fast Unsupervised Alignment of Video and Text for Indexing/Names and Faces
[pdf]
Subhransu
Maji and
Ruzena Bajcsy
Multimedia Semantics Workshop, ACM Multimedia 2007
Confidence Based updation of Motion Conspicuity in Dynamic Scenes
Vivek Kumar Singh,
Subhransu
Maji and
Amitabha Mukerjee
CRV 2006, Québec City, Canada
Other Reports
Fast and Accurate Digit Classification
[pdf]
[Code]
Subhransu Maji and
Jitendra Malik
EECS Department, UCB, Tech. Rep. UCB/EECS-2009-159, Nov. 2009
Random Projection Features and Generalized Additive Models, Spring '08,
CS281B:Statistical Learning Theory(Peter
Bartlett), Course Project.
Part of Image Tagging, Spring '08,
CS294-19:Statistical Natural Language
Processing (Dan Klien)
Course Project with Patrik Sundberg.
Alignment of Video and Text for Search/Names and Faces, Spring '07,
CS281A:Statistical Learning Theory(Peter Bartlett), Course
Project.
Automatic Photograph Enhancement using Graph Cuts, Spring '07,
CS270:Combinatorial Algorithms and Data Structures(Richard Karp)
Stability of Quality of Service, Fall '06,
CS262A, Course Project with Avinash Varadarajan.
Study of Feature Descriptors for recognition, Fall '06,
CS294-6: Theoretical, Conceptual and Experimental Vision(bajcsy,
sastry, yang).
Graph Classification: Applications in ChemoInformatics,
Undergraduate Thesis, Fall'06, Indian Institute of
Technology, Kanpur.
Links
Berkeley
My Stuff:
- Some of my Paintings
- Animations!
- Soda-Coke-Pizza
- South Park "i've learned something today"
- WingPage, D-MiD, IITK-2006.
Contact
|
Home address: 1530 Henry Street, #2 Berkeley, CA, 94709 |
Office address: 545 Soda Hall Berkeley, CA 94720 |