Aditya Kumar Pediredla

M.Tech

Biography

I am an Assistant Professor in the Computer Science Department at Dartmouth College, where I founded the Rendering and Imaging Science (RISC) lab, focusing on the intersection of computer graphics, computational imaging, and computer vision. Before this role, I engaged in postdoctoral research at the Robotics Institute, Carnegie Mellon University. My educational background encompasses a Ph.D. from Rice University's Department of Electrical and Computer Engineering, distinguished by the Ralph Budd Best Engineering Thesis Award. I earned my Master's degree from the Indian Institute of Science, receiving the Prof. K. R. Kambati Memorial gold medal and an innovative student project award from the Indian National Academy of Engineering. My undergraduate studies were at the National Institute of Technology, Warangal, India, where I was honored with the Institute and N. Ramarao Memorial gold medals for academic excellence.

Publications

2019

ICASSP 19

Automatic segmentation of optic disc using affine snakes in gradient vector field

S. Dey, K. Tahiliani , J. R. H. Kumar, A. K. Pediredla, and C. S. Seelamantula

In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019

BIB URL

@inproceedings{dey2019automatic,
  author = {Dey, S. and Tahiliani, K. and Kumar, J. R. H. and Pediredla, A. K. and Seelamantula, C. S.},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  title = {Automatic segmentation of optic disc using affine snakes in gradient vector field},
  url = {https://scholar.google.com/citations?view_op=view_citation&hl=en&user=1g1i1B4AAAAJ&pagesize=100&citation_for_view=1g1i1B4AAAAJ:lmc2jWPfTJgC},
  year = {2019}
}

2015

GlobalSIP 15

Active discs for automated optic disc segmentation

J. R. H. Kumar, A. K. Pediredla, and C. S. Seelamantula

In IEEE global conference on signal and information processing (GlobalSIP), 2015

BIB URL

@inproceedings{kumar2015active,
  author = {Kumar, J. R. H. and Pediredla, A. K. and Seelamantula, C. S.},
  booktitle = {IEEE global conference on signal and information processing (GlobalSIP)},
  title = {Active discs for automated optic disc segmentation},
  url = {https://scholar.google.com/citations?view_op=view_citation&hl=en&user=1g1i1B4AAAAJ&pagesize=100&citation_for_view=1g1i1B4AAAAJ:V3AGJWp-ZtQC},
  year = {2015}
}

2013

arXiv 13

Template-based active contours

J. K. Mogali, A. K. Pediredla, and C. S. Seelamantula

arXiv preprint arXiv:1312.0760, 2013

BIB URL

@article{mogali2013template,
  author = {Mogali, J. K. and Pediredla, A. K. and Seelamantula, C. S.},
  journal = {arXiv preprint arXiv:1312.0760},
  title = {Template-based active contours},
  url = {https://scholar.google.com/citations?view_op=view_citation&hl=en&user=1g1i1B4AAAAJ&cstart=100&pagesize=100&citation_for_view=1g1i1B4AAAAJ:blknAaTinKkC},
  year = {2013}
}

2012

ICASSP 12

A unified approach for optimization of snakuscules and ovuscules

A. K. Pediredla, and C. S. Seelamantula

In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012

BIB URL

@inproceedings{pediredla2012unified,
  author = {Pediredla, A. K. and Seelamantula, C. S.},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  title = {A unified approach for optimization of snakuscules and ovuscules},
  url = {https://scholar.google.com/citations?view_op=view_citation&hl=en&user=1g1i1B4AAAAJ&pagesize=100&citation_for_view=1g1i1B4AAAAJ:Wp0gIr-vW9MC},
  year = {2012}
}

ICIP 12

Bilateral smoothing of gradient vector field and application to image segmentation

R. S. Hegadi, A. K. Pediredla, and C. S. Seelamantula

In 19th IEEE International Conference on Image Processing (ICIP), 2012

BIB URL

@inproceedings{hegadi2012bilateral,
  author = {Hegadi, R. S. and Pediredla, A. K. and Seelamantula, C. S.},
  booktitle = {19th IEEE International Conference on Image Processing (ICIP)},
  pages = {317--320},
  title = {Bilateral smoothing of gradient vector field and application to image segmentation},
  url = {https://scholar.google.com/citations?view_op=view_citation&hl=en&user=1g1i1B4AAAAJ&cstart=100&pagesize=100&citation_for_view=1g1i1B4AAAAJ:hFOr9nPyWt4C},
  year = {2012}
}

2011

ISPA 11

Active-contour-based automated image quantitation techniques for western blot analysis

A. K. Pediredla, and C. S. Seelamantula

In 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 2011

BIB URL

@inproceedings{pediredla2011active,
  author = {Pediredla, A. K. and Seelamantula, C. S.},
  booktitle = {7th International Symposium on Image and Signal Processing and Analysis (ISPA)},
  title = {Active-contour-based automated image quantitation techniques for western blot analysis},
  url = {https://scholar.google.com/citations?view_op=view_citation&hl=en&user=1g1i1B4AAAAJ&cstart=100&pagesize=100&citation_for_view=1g1i1B4AAAAJ:5nxA0vEk-isC},
  year = {2011}
}

ISPA 11

A Huber-loss-driven clustering technique and its application to robust cell detection in confocal microscopy images

A. K. Pediredla, and C. S. Seelamantula

In 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 2011

BIB URL

@inproceedings{pediredla2011huber,
  author = {Pediredla, A. K. and Seelamantula, C. S.},
  booktitle = {7th International Symposium on Image and Signal Processing and Analysis (ISPA)},
  title = {A Huber-loss-driven clustering technique and its application to robust cell detection in confocal microscopy images},
  url = {https://scholar.google.com/citations?view_op=view_citation&hl=en&user=1g1i1B4AAAAJ&cstart=100&pagesize=100&citation_for_view=1g1i1B4AAAAJ:hqOjcs7Dif8C},
  year = {2011}
}