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Siddhartha Chandra
Siddhartha Chandra
Amazon Lab 126
Verified email at amazon.com - Homepage
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Cited by
Cited by
Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
13582018
Fast, exact and multi-scale inference for semantic image segmentation with deep gaussian crfs
S Chandra, I Kokkinos
Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016
2202016
Learning to generate synthetic data via compositing
S Tripathi, S Chandra, A Agrawal, A Tyagi, JM Rehg, V Chari
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1012019
Dense and low-rank gaussian crfs using deep embeddings
S Chandra, N Usunier, I Kokkinos
Proceedings of the IEEE international conference on computer vision, 5103-5112, 2017
982017
Box2seg: Attention weighted loss and discriminative feature learning for weakly supervised segmentation
V Kulharia, S Chandra, A Agrawal, P Torr, A Tyagi
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
692020
Deep spatio-temporal random fields for efficient video segmentation
S Chandra, C Couprie, I Kokkinos
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
642018
Context aware 3D CNNs for brain tumor segmentation
S Chandra, M Vakalopoulou, L Fidon, E Battistella, T Estienne, R Sun, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019
372019
Deep learning-based concurrent brain registration and tumor segmentation
T Estienne, M Lerousseau, M Vakalopoulou, E Alvarez Andres, ...
Frontiers in computational neuroscience, 17, 2020
362020
Accurate human-limb segmentation in RGB-D images for intelligent mobility assistance robots
S Chandra, S Tsogkas, I Kokkinos
Proceedings of the IEEE International Conference on Computer Vision …, 2015
192015
Human joint angle estimation and gesture recognition for assistive robotic vision
A Guler, N Kardaris, S Chandra, V Pitsikalis, C Werner, K Hauer, ...
Computer Vision–ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8 …, 2016
172016
Learning multiple non-linear sub-spaces using k-rbms
S Chandra, S Kumar, CV Jawahar
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
122013
Generation of synthetic image data for computer vision models
A Tyagi, AK Agrawal, S Chandra, VUK Chari, S Tripathi, J Rehg
US Patent 10,860,836, 2020
92020
Structured output prediction and learning for deep monocular 3d human pose estimation
S Kinauer, RA Güler, S Chandra, I Kokkinos
Energy Minimization Methods in Computer Vision and Pattern Recognition: 11th …, 2018
92018
Learning hierarchical bag of words using naive bayes clustering
S Chandra, S Kumar, CV Jawahar
Computer Vision–ACCV 2012: 11th Asian Conference on Computer Vision, Daejeon …, 2013
92013
Smartphone camera based assessment of adiposity: a validation study
MD Majmudar, S Chandra, K Yakkala, S Kennedy, A Agrawal, M Sippel, ...
NPJ Digital Medicine 5 (1), 79, 2022
82022
Sparse discriminative Fisher vectors in visual classification
V Garg, S Chandra, CV Jawahar
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and …, 2012
82012
Smartphone camera based assessment of adiposity: a multi-site validation study
MD Majmudar, S Chandra, S Kennedy, A Agrawal, M Sippel, P Ramu, ...
medRxiv, 2021.06. 10.21258595, 2021
32021
Generation of synthetic image data using three-dimensional models
S Tripathi, V Chari, A Tyagi, AK Agrawal, J Rehg, S Chandra
US Patent 10,909,349, 2021
32021
Surface based object detection in rgbd images
S Chandra, G Chrysos, I Kokkinos
British Machine Vision Conference, 2016
32016
Partial Least Squares kernel for computing similarities between video sequences
S Chandra, CV Jawahar
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
12012
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Articles 1–20