Siddhartha Chandra

According to our database, Siddhartha Chandra authored at least 21 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Smartphone camera based assessment of adiposity: a validation study.

Maulik D. Majmudar, Siddhartha Chandra, Kiran Yakkala, Samantha Kennedy, Amit Agrawal, Mark Sippel, Prakash Ramu, Apoorv Chaudhri, Brooke Smith, Antonio Criminisi, Steven B. Heymsfield, Fatima Cody Stanford

npj Digit. Medicine, 2022

Sequential Ensembling for Semantic Segmentation.

Rawal Khirodkar, Brandon M. Smith, Siddhartha Chandra, Amit Agrawal, Antonio Criminisi

CoRR, 2022

2020

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation.

Théo Estienne, Marvin Lerousseau, Maria Vakalopoulou, Emilie Alvarez Andres, Enzo Battistella, Alexandre Carré, Siddhartha Chandra, Stergios Christodoulidis, Mihir Sahasrabudhe, Roger Sun, Charlotte Robert, Hugues Talbot, Nikos Paragios, Eric Deutsch

Frontiers Comput. Neurosci., 2020

Box2Seg: Attention Weighted Loss and Discriminative Feature Learning for Weakly Supervised Segmentation.

Viveka Kulharia, Siddhartha Chandra, Amit Agrawal, Philip H. S. Torr, Ambrish Tyagi

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Proof of Correctness and Time Complexity Analysis of a Maximum Distance Transform Algorithm.

Mihir Sahasrabudhe, Siddhartha Chandra

CoRR, 2019

Learning to Generate Synthetic Data via Compositing.

Shashank Tripathi, Siddhartha Chandra, Amit Agrawal, Ambrish Tyagi, James M. Rehg, Visesh Chari

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.

Spyridon Bakas, Mauricio Reyes, András Jakab, Stefan Bauer, Markus Rempfler, Alessandro Crimi, Russell Takeshi Shinohara, Christoph Berger, Sung Min Ha, Martin Rozycki, Marcel Prastawa, Esther Alberts, Jana Lipková, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Benedikt Wiestler, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Ujjwal Baid, Dongjin Kwon, Manu Agarwal, Mahbubul Alam, Alberto Albiol, Antonio Albiol, Alex Varghese, Tran Anh Tuan, Tal Arbel, Aaron Avery, Pranjal B., Subhashis Banerjee, Thomas Batchelder, Kayhan N. Batmanghelich, Enzo Battistella, Martin Bendszus, Eze Benson, José Bernal, George Biros, Mariano Cabezas, Siddhartha Chandra, Yi-Ju Chang, et al.

CoRR, 2018

Context Aware 3D CNNs for Brain Tumor Segmentation.

Siddhartha Chandra, Maria Vakalopoulou, Lucas Fidon, Enzo Battistella, Théo Estienne, Roger Sun, Charlotte Robert, Eric Deutsch, Nikos Paragios

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Deep Spatio-Temporal Random Fields for Efficient Video Segmentation.

Siddhartha Chandra, Camille Couprie, Iasonas Kokkinos

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Dense and Low-Rank Gaussian CRFs Using Deep Embeddings.

Siddhartha Chandra, Nicolas Usunier, Iasonas Kokkinos

Proceedings of the IEEE International Conference on Computer Vision, 2017

Structured Output Prediction and Learning for Deep Monocular 3D Human Pose Estimation.

Stefan Kinauer, Riza Alp Güler, Siddhartha Chandra, Iasonas Kokkinos

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2017

2016

Deep, Dense, and Low-Rank Gaussian Conditional Random Fields.

Siddhartha Chandra, Iasonas Kokkinos

CoRR, 2016

Human Joint Angle Estimation and Gesture Recognition for Assistive Robotic Vision.

Riza Alp Güler, Nikolaos Kardaris, Siddhartha Chandra, Vassilis Pitsikalis, Christian Werner, Klaus Hauer, Costas S. Tzafestas, Petros Maragos, Iasonas Kokkinos

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Fast, Exact and Multi-scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs.

Siddhartha Chandra, Iasonas Kokkinos

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Accurate Human-Limb Segmentation in RGB-D Images for Intelligent Mobility Assistance Robots.

Siddhartha Chandra, Stavros Tsogkas, Iasonas Kokkinos

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Surface Based Object Detection in RGBD Images.

Siddhartha Chandra, Grigorios G. Chrysos, Iasonas Kokkinos

Proceedings of the British Machine Vision Conference 2015, 2015

2013

Learning Multiple Non-linear Sub-spaces Using K-RBMs.

Siddhartha Chandra, Shailesh Kumar, C. V. Jawahar

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Sparse discriminative Fisher vectors in visual classification.

Vinay Garg, Siddhartha Chandra, C. V. Jawahar

Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

Partial Least Squares kernel for computing similarities between video sequences.

Siddhartha Chandra, C. V. Jawahar

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Learning Hierarchical Bag of Words Using Naive Bayes Clustering.

Siddhartha Chandra, Shailesh Kumar, C. V. Jawahar

Proceedings of the Computer Vision - ACCV 2012, 2012

2010

Oxford-IIIT TRECVID 2010 - Notebook paper.

Mayank Juneja, Siddhartha Chandra, Omkar M. Parkhi, C. V. Jawahar, Andrea Vedaldi, Marcin Marszalek, Andrew Zisserman

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010