Aditya Kumar

Aditya Kumar Pediredla

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

  1. ICASSP 19
    Automatic segmentation of optic disc using affine snakes in gradient vector field
    S. Dey , K. Tahiliani , J. R. H. Kumar , , and 
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019
    Cite Download .bib
    @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

  1. GlobalSIP 15
    Active discs for automated optic disc segmentation
    J. R. H. Kumar , , and 
    In IEEE global conference on signal and information processing (GlobalSIP), 2015
    Cite Download .bib
    @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

  1. arXiv 13
    Template-based active contours
    J. K. Mogali , , and 
    arXiv preprint arXiv:1312.0760, 2013
    Cite Download .bib
    @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

  1. ICASSP 12
    A unified approach for optimization of snakuscules and ovuscules
    , and 
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012
    Cite Download .bib
    @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} }
  2. ICIP 12
    Bilateral smoothing of gradient vector field and application to image segmentation
    R. S. Hegadi , , and 
    In 19th IEEE International Conference on Image Processing (ICIP), 2012
    Cite Download .bib
    @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

  1. ISPA 11
    Active-contour-based automated image quantitation techniques for western blot analysis
    , and 
    In 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 2011
    Cite Download .bib
    @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} }
  2. ISPA 11
    A Huber-loss-driven clustering technique and its application to robust cell detection in confocal microscopy images
    , and 
    In 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 2011
    Cite Download .bib
    @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} }