Radhakrishna Achanta

Picture of Radhakrishna Achanta
Images and Visual Representation Lab (IVRL)
School of Computer and Communication Sciences (IC)
Ecole Polytechnique Fédérale de Lausanne (EPFL)
 
Office: BC 314
Phone: +41 (0)21 693 1272
Fax: +41 (0)21 693 4312
Email: Radhakrishna [dot] Achanta [at] epfl [dot] ch
Address: EPFL – I&C – LCAV
BC 314 (Building BC)
Station 14
1015 Lausanne, Switzerland

Projects

I am also involved with the following projects:

Publications (PhD related)

2019

F. Lahoud; R. Achanta; P. Marquez Neila; S. Süsstrunk : Self-Binarizing Networks. 2019-02-05.

2018

M. El Helou; F. Dümbgen; R. Achanta; S. Süsstrunk : Fourier-Domain Optimization for Image Processing. 2018-09-11.
R. Achanta; P. Marquez Neila; P. Fua; S. Süsstrunk : Scale-Adaptive Superpixels. 2018. Color and Imaging Conference (CIC26), Vancouver, Canada, November 12-16, 2018. p. 1-6(6). DOI : 10.2352.
E. Collins; R. Achanta; S. Süsstrunk : Deep Feature Factorization for Concept Discovery. 2018. 15th European Conference on Computer Vision (ECCV), Munich, Germany, September 8-11, 2018. p. 352-368. DOI : 10.1007/978-3-030-01267-0.
R. Zhou; R. Achanta; S. Süsstrunk : Deep Residual Network for Joint Demosaicing and Super- Resolution. 2018. 26th Color and Imaging Conference 2018 (CIC26): Color Science and Engineering Systems, Technologies, and Applications, Vancouver, Canada, November 12-16, 2018.

2017

R. Achanta ; Scale-adaptive media item segmentation technique. US2017236289 . 2017.
N. Arvanitopoulos Darginis; R. Achanta; S. Süsstrunk : Single Image Reflection Suppression. 2017. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, Hawaï, USA, July 21-26, 2017. p. 1752-1760. DOI : 10.1109/Cvpr.2017.190.
R. Achanta; S. Süsstrunk : Superpixels and Polygons using Simple Non-Iterative Clustering. 2017. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, Hawaï, USA, July 21-26, 2017. p. 4895-4904. DOI : 10.1109/Cvpr.2017.520.
X. Fontaine; R. Achanta; S. Süsstrunk : Face Recognition in Real-world Images. 2017. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, March 5-9. p. 1482-1486.
R. Achanta; N. Arvanitopoulos Darginis; S. Süsstrunk : Extreme Image Completion. 2017. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, March 5-9. p. 1333-1337.

2015

T. Lochmatter; R. Achanta ; Method for Generating an HTML Document that Contains Encrypted Files and the Code Necessary for Decrypting Them When a Valid Passphrase is Provided. US9608822 ; US2015270974 . 2015.

2013

G. Yildirim; R. Achanta; S. Süsstrunk : Text Recognition in Natural Images Using Multiclass Hough Forests. 2013. 8th International Conference on Computer Vision Theory and Applications (VISAPP), Barcelona, Spain, February 21-24, 2013. p. 737-741.

2012

S. Dutta-Gupta; R. Deshmukh; A. V. Gopal; O. J. F. Martin; S. D. Gupta : Coherent perfect absorption mediated anomalous reflection and refraction; Optics Letters. 2012. DOI : 10.1364/OL.37.004452.
R. Achanta; A. Shaji; K. Smith; A. Lucchi; P. Fua et al. : SLIC Superpixels Compared to State-of-the-art Superpixel Methods; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. DOI : 10.1109/TPAMI.2012.120.
A. Lucchi; K. Smith; R. Achanta; G. Knott; P. Fua : Supervoxel-Based Segmentation of Mitochondria in EM Image Stacks with Learned Shape Features; IEEE Transactions on Medical Imaging. 2012. DOI : 10.1109/TMI.2011.2171705.

2011

R. Achanta / S. Süsstrunk (Dir.) : Finding Objects of Interest in Images using Saliency and Superpixels. Lausanne, EPFL, 2011. DOI : 10.5075/epfl-thesis-4908.

2010

A. Lucchi; K. Smith; R. Achanta; G. Knott; P. Fua : Supervoxel-Based Segmentation of EM Image Stacks with Learned Shape Features. 2010.
R. Achanta; S. Süsstrunk : Saliency Detection using Maximum Symmetric Surround. 2010. IEEE International Conference on Image Processing, Hong Kong, China, September 26-29. DOI : 10.1109/ICIP.2010.5652636.
A. Guidi; R. Achanta; C. Fredembach; S. Süsstrunk : GUI-Aided NIR and Color Image Blending. 2010. 15th IEEE Mediterranean Electrotechnical Conference (MELECON), Valletta, Malta, 25 - 28 April 2010. p. 1111-1116. DOI : 10.1109/MELCON.2010.5476359.
A. Lucchi; K. Smith; R. Achanta; V. Lepetit; P. Fua : A Fully Automated Approach to Segmentation of Irregularly Shaped Cellular Structures in EM Images. 2010. International Conference on Medical Image Computing and Computer Assisted Intervention, Beijing, September 20-24, 2010.
R. Achanta; A. Shaji; K. Smith; A. Lucchi; P. Fua et al. : SLIC Superpixels. 2010.

2009

R. Achanta; A. Shaji; P. Fua; S. Süsstrunk : Image Summaries using Database Saliency. 2009. The 2nd ACM SIGGRAPH Conference and Exhibition in Asia (SIGGRAPH Asia), Yokohama, Japan, December 16-19, 2009.
R. Achanta; S. Süsstrunk : Saliency Detection for Content-aware Image Resizing. 2009. IEEE International Conference on Image Processing, Cairo, Egypt, November 7-11, 2009. DOI : 10.1109/ICIP.2009.5413815.
R. Achanta; S. Hemami; F. Estrada; S. Süsstrunk : Frequency-tuned Salient Region Detection. 2009. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami Beach, Florida, June 20-25, 2009. p. 1597-1604. DOI : 10.1109/CVPR.2009.5206596.

2008

R. Achanta; F. Estrada; P. Wils; S. Süsstrunk : Salient Region Detection and Segmentation. 2008. International Conference on Computer Vision Systems (ICVS '08), Santorini, Greece, May 12-15 2008. p. 66-75.