Adarsh Kowdle
Collaborators:
In addition to my advisor Prof. Tsuhan Chen, I have been very fortunate to collaborate with excellent researchers,
- Dhruv Batra
- Yao-Jen Chang
- Andrew Gallagher
- Congcong Li
- Devi Parikh
- Ashutosh Saxena
- Sudipta Sinha
- Noah Snavely
- Richard Szeliski
Books:
Dhruv Batra, Adarsh Kowdle, Devi Parikh, Jiebo Luo and Tsuhan Chen. "Interactive Co-segmentation of Objects in Image Collections", SpringerBriefs in Computer Science, 2011. [Springer Page | Project page]
Journal papers:
Adarsh Kowdle, Yao-Jen Chang, Andrew Gallagher, Dhruv Batra and Tsuhan Chen. "Putting the User in the Loop for Image-Based Modeling", International Journal of Computer Vision (IJCV), 2014. [Preprint pdf]
Congcong Li, Adarsh Kowdle, Ashutosh Saxena and Tsuhan Chen. "Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2012. [pdf]
Dhruv Batra, Adarsh Kowdle, Devi Parikh, Jiebo Luo and Tsuhan Chen. "Interactively Co-segmenting Topically Related Images with Intelligent Scribble Guidance", International Journal of Computer Vision (IJCV), 2011. [Springer Page | Preprint pdf]
- 03/2011: Among top downloaded articles from IJCV in the last 30 days.
Conference / Workshop papers:
Aayush Bansal, Adarsh Kowdle, Devi Parikh, Andrew Gallagher and Larry Zitnick. "Which Edges Matter?", Workshop on 3D Representation and Recognition, International Conference on Computer Vision (3DRR - ICCV), 2013. [pdf]
Adarsh Kowdle, Andrew Gallagher and Tsuhan Chen. "Revisiting Depth Layers from Occlusions", IEEE Computer Vision and Pattern Recognition (CVPR), 2013. [pdf | Project page]
Adarsh Kowdle and Tsuhan Chen. "Learning to Segment a Video to Clips Based on Scene and Camera Motion", European Conference on Computer Vision (ECCV), 2012. [pdf | Project page]
Adarsh Kowdle, Sudipta Sinha and Richard Szeliski. "Multiple View Object Cosegmentation using Appearance and Stereo Cues", European Conference on Computer Vision (ECCV), 2012. (Oral presentation). [pdf | supplementary | slides | Project Page | Video Lecture]
Adarsh Kowdle, Andrew Gallagher and Tsuhan Chen. "Combining monocular geometric cues with traditional stereo cues for consumer camera stereo", Workshop on Unsolved Problems in Optical Flow and Stereo Estimation, European Conference on Computer Vision (ECCV), 2012. [pdf | Project page]
Adarsh Kowdle, Noah Snavely and Tsuhan Chen. "Recovering Depth of a Dynamic Scene using Real World Motion Prior", IEEE International Conference on Image Processing (ICIP), 2012 (Oral presentation - Best Student Paper Award). [pdf | slides]
Adarsh Kowdle, Yao-Jen Chang, Andrew Gallagher and Tsuhan Chen. "Active Learning for Piecewise Planar 3D Reconstruction", IEEE Computer Vision and Pattern Recognition (CVPR), 2011 (Oral presentation). [pdf | slides | Cornell Multiview Dataset | Project page]
Adarsh Kowdle, Yao-Jen Chang, Dhruv Batra and Tsuhan Chen. "Scribble Based Interactive 3D Reconstruction via Scene Co-segmentation", IEEE International Conference on Image Processing (ICIP), 2011 (Oral presentation). [pdf | Cornell Multiview Dataset | supplementary]
Congcong Li, Adarsh Kowdle, Ashutosh Saxena and Tsuhan Chen. "Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models", Neural Information Processing Systems (NIPS), 2010. [pdf | supplementary | extended version]
Adarsh Kowdle, Dhruv Batra, Wen-Chao Chen and Tsuhan Chen. "iModel: Interactive Co-segmentation for Object of Interest 3D Modeling ", Workshop on Reconstruction and Modeling of Large-Scale 3D Virtual Environments, European Conference on Computer Vision (ECCV), 2010. [pdf | slides | Cornell Multiview Dataset | Project page]
Adarsh Kowdle*, Congcong Li*, Ashutosh Saxena and Tsuhan Chen. "A generic model to compose vision modules for holistic scene understanding ", Workshop on Parts and Attributes, European Conference on Computer Vision (ECCV), 2010. [* indicates equal contribution] [pdf | slides]
Adarsh Kowdle, Kuo-Wei Chang, and Tsuhan Chen. "Video Categorization using Object of Interest Detection", IEEE International Conference on Image Processing (ICIP), 2010. [pdf]
Dhruv Batra, Adarsh Kowdle, Devi Parikh, Jeibo Luo and Tsuhan Chen. "iCoseg: Interactive Co-segmentation with Intelligent Scribble Guidance", IEEE Computer Vision and Pattern Recognition (CVPR), 2010. [pdf | Project page]
Adarsh Kowdle, Dhruv Batra, Yao-Jen Chang, Wen-Chao Chen, Kevin Tang, Jason Lew, Devi Parikh, Jeibo Luo, Tsuhan Chen. "Interactive computer vision algorithms: Putting humans into the loop", Cornell Engineering Research Conference (CERC), 2010. [poster]
Adarsh Kowdle, Yao-Jen Chang, Tsuhan Chen. "i3D:Interactive Planar Reconstruction of Objects and Scenes (Preliminary work)", IEEE Western New York Image Processing Workshop (WNYIPW), 2009. [pdf | slides]
Dhruv Batra, Adarsh Kowdle, Devi Parikh and Tsuhan Chen. "Cutout Search: Putting a Name to the Picture", Workshop on Internet Vision, IEEE Computer Vision and Pattern Recognition (CVPR), 2009. [pdf]
Dhruv Batra, Devi Parikh, Adarsh Kowdle, Tsuhan Chen, and Jiebo Luo. "Seed Image Selection in Interactive Cosegmentation", IEEE International Conference on Image Processing (ICIP), 2009. [pdf]
Demos:
Adarsh Kowdle, Haochen Liu, ShaoYou Hsu, Jason Lew, Charvi Puri, Dhruv Batra, and Tsuhan Chen. "iModel: Object of Interest 3D Modeling via Interactive Co-segmentation on a Mobile Device", Demo session at IEEE Computer Vision and Pattern Recognition (CVPR), 2012. [Project page]
Dhruv Batra, Adarsh Kowdle, Kevin Tang, Devi Parikh, Jiebo Luo, and Tsuhan Chen. "Interactive Cosegmentation by Touch", Demo session at IEEE Computer Vision and Pattern Recognition (CVPR), 2009. [Project page]
Software:
Adarsh Kowdle, Kevin Tang, Dhruv Batra, Tsuhan Chen. "iScribble: A java-based GUI for interactive cosegmentation". [Download v1.0 | CVPR '09 demo page]
Datasets:
- Cornell Video2Clips Dataset (download)
- Cornell ConsumerCamStereo Dataset (download | pdf)
- Cornell Multiview Dataset (download)
- CMU-Cornell iCoseg Dataset (download)
Unpublished:
Adarsh Kowdle, Yao-Jen Chang and Tsuhan Chen. "Structure and Motion recovery using Visual SLAM", Research report - Carnegie Mellon University 2008. [pdf]
Zhaoyin Jia, Yao-Jen Chang, Tzung-Han Lin, Adarsh Kowdle, Utsav Prabhu, and Tsuhan Chen. "Structure from Motion Library" (SFMLib)[manual]
More mentored projects on my research page