Publications and Tech Reports
ConceptLearner: Discovering Visual Concepts from Weakly Labeled Image Collections.
B. Zhou, V. Jagadeesh, and R. Piramuthu
Computer Vision and Pattern Recognition (CVPR), 2015.
Mine the Fine: Fine-Grained Fragment Discovery
M. Hadi Kiapour, Wei Di, Vignesh Jagadeesh, Robinson Piramuthu
International Conference on Image Processing, ICIP 2015
HD-CNN: Hierarchical Deep Convolutional Neural Network for Image Classification
Zhicheng Yan, Hao Zhang, Robinson Piramuthu, Vignesh Jagadeesh, Dennis DeCoste, Wei Di, Yizhou Yu
ICCV 2015
Fashion Apparel Detection: the Role of Deep Convolutional Neural Network and Pose-dependent Priors
Kota Hara, Vignesh Jagadeesh and Robinson Piramuthu
arXiv:1411.5319v1
Efficient Media Retrieval from Non-Cooperative Queries
K.Shih, W.Di, V. Jagadeesh, R.Piramuthu
International Conference on Computer Vision Systems, ICVS 2015
Large Scale Visual Recommendations From Street Fashion Images
Vignesh Jagadeesh, Robinson Piramuthu, Anurag Bhardwaj, Wei Di, Neel Sundaresan
Knowledge and Data Discovery, KDD 2014.
Region-based Discriminative Feature Pooling for Scene Text Recognition
Chen-Yu Lee, Anurag Bhardwaj, Wei Di, Vignesh Jagadeesh, Robinson Piramuthu
Computer Vision and Pattern Recognition, CVPR 2014.
Geometric VLAD for Large Scale Image Search
Z Wang, W Di, A Bhardwaj, V Jagadeesh, R Piramuthu
ICML Workshop, ICML 2013.
Cascaded Sparse Color-Localized Matching For Logo Retrieval
R Pandey, A Bhardwaj, W Di, V Jagadeesh, R Piramuthu
International Conference on Image Processing, ICIP 2014.
When relevance is not Enough: Promoting Visual Attractiveness for Fashion E-commerce
W Di, A Bhardwaj, V Jagadeesh, R Piramuthu, E Churchill
arXiv preprint arXiv:1406.3561
Enhancing Visual Fashion Recommendations with Users in the Loop
A Bhardwaj, V Jagadeesh, W Di, R Piramuthu, E Churchill
arXiv preprint arXiv:1405.4013
Graph-based Topic-focused Retrieval in Distributed Camera Network
Jiejun Xu, Vignesh Jagadeesh, Zefeng Ni, Santhosh KumarSunderrajan, B.S. Manjunath
IEEE Transactions on Multimedia, TMI 2014
Multi-label Learning with Fused Multimodal Bi-relational Graph
Jiejun Xu, Vignesh Jagadeesh, B.S. Manjunath
IEEE Transactions on Multimedia, TMI 2014
Furniture-Geek: Understanding Fine-Grained Furniture Attributes from Freely Associated Text and Tags
Vicente Ordonez, Vignesh Jagadeesh, Wei Di, Anurag Bhardwaj, Robinson Piramuthu
Winter Applications on Computer Vision, WACV 2014
Im2Depth: Scalable Exemplar Based Depth Transfer
Mohammad Haris Baig, Vignesh Jagadeesh, Robinson Piramuthu, Anurag Bhardwaj, Wei Di, Neel Sundaresan
Winter Applications on Computer Vision, WACV 2014
Robust Segmentation based Tracing using an Adaptive Wrapper for Inducing Priors
Vignesh Jagadeesh, James Anderson, Bryan Jones, Robert Marc, Steven Fisher, B.S. Manjunath
IEEE Transactions on Image Processing 2013
Synapse Classification and Localization in Electron Micrographs
Vignesh Jagadeesh, James Anderson, Bryan Jones, Robert Marc, Steven Fisher, B.S. Manjunath
Pattern Recognition Letters, 2013.
Mutilabel MRFs with Label Adjacency Constraint: Globally Optimal Solutions and Applications
Nhat Vu, Vignesh Jagadeesh, B.S.Manjunath
VRL Tech Report
From Where and How to What We See
Karthikeyan S, Vignesh Jagadeesh, Renuka Shenoy, Miguel Eckstein, B.S. Manjunath
International Conference on Computer Vision, ICCV 2013.
Scalable Tracing of Electron Micrographs by Fusing Top Down and Bottom Up Cues using Hypergraph Diffusion
Vignesh Jagadeesh, Min Chi Shih, B.S.Manjunath, K.Rose
Medical Image Computing and Assisted Intervention, MICCAI 2012.
Online Parameter Estimation in Dynamic Markov Random Fields for Image Sequence Analysis
Vignesh Jagadeesh, Bangalore S. Manjunath, James Anderson, Bryan Jones, Robert Marc, Steven Fisher
International Conference on Image Processing, ICIP 2012.
Robust Biological Image Sequences Analysis using Graph based Approaches
Diana Delibaltov, Karthikeyan S.V., Vignesh Jagadeesh, B.S. Manjunath
Asilomar Conference on Biological Image Analysis and Microscopy 2012.
Multiple Structure Tracing in 3D Electron Micrographs
Vignesh Jagadeesh, Nhat Vu and Bangalore S. Manjunath
Medical Image Computing and Assisted Intervention, MICCAI 2011.
Spatio-Temporal Optical Flow Statistics (STOFS) for Activity Classification
Vignesh Jagadeesh, S.V.Karthikeyan and Bangalore S. Manjunath
ICVGIP 2010
Interactive Graph Cut Segmentation of Touching Neuronal Structures from Electron Micrographs
Vignesh Jagadeesh and Bangalore S. Manjunath
International Conference on Image Processing, ICIP 2010.
B. Zhou, V. Jagadeesh, and R. Piramuthu
Computer Vision and Pattern Recognition (CVPR), 2015.
Mine the Fine: Fine-Grained Fragment Discovery
M. Hadi Kiapour, Wei Di, Vignesh Jagadeesh, Robinson Piramuthu
International Conference on Image Processing, ICIP 2015
HD-CNN: Hierarchical Deep Convolutional Neural Network for Image Classification
Zhicheng Yan, Hao Zhang, Robinson Piramuthu, Vignesh Jagadeesh, Dennis DeCoste, Wei Di, Yizhou Yu
ICCV 2015
Fashion Apparel Detection: the Role of Deep Convolutional Neural Network and Pose-dependent Priors
Kota Hara, Vignesh Jagadeesh and Robinson Piramuthu
arXiv:1411.5319v1
Efficient Media Retrieval from Non-Cooperative Queries
K.Shih, W.Di, V. Jagadeesh, R.Piramuthu
International Conference on Computer Vision Systems, ICVS 2015
Large Scale Visual Recommendations From Street Fashion Images
Vignesh Jagadeesh, Robinson Piramuthu, Anurag Bhardwaj, Wei Di, Neel Sundaresan
Knowledge and Data Discovery, KDD 2014.
Region-based Discriminative Feature Pooling for Scene Text Recognition
Chen-Yu Lee, Anurag Bhardwaj, Wei Di, Vignesh Jagadeesh, Robinson Piramuthu
Computer Vision and Pattern Recognition, CVPR 2014.
Geometric VLAD for Large Scale Image Search
Z Wang, W Di, A Bhardwaj, V Jagadeesh, R Piramuthu
ICML Workshop, ICML 2013.
Cascaded Sparse Color-Localized Matching For Logo Retrieval
R Pandey, A Bhardwaj, W Di, V Jagadeesh, R Piramuthu
International Conference on Image Processing, ICIP 2014.
When relevance is not Enough: Promoting Visual Attractiveness for Fashion E-commerce
W Di, A Bhardwaj, V Jagadeesh, R Piramuthu, E Churchill
arXiv preprint arXiv:1406.3561
Enhancing Visual Fashion Recommendations with Users in the Loop
A Bhardwaj, V Jagadeesh, W Di, R Piramuthu, E Churchill
arXiv preprint arXiv:1405.4013
Graph-based Topic-focused Retrieval in Distributed Camera Network
Jiejun Xu, Vignesh Jagadeesh, Zefeng Ni, Santhosh KumarSunderrajan, B.S. Manjunath
IEEE Transactions on Multimedia, TMI 2014
Multi-label Learning with Fused Multimodal Bi-relational Graph
Jiejun Xu, Vignesh Jagadeesh, B.S. Manjunath
IEEE Transactions on Multimedia, TMI 2014
Furniture-Geek: Understanding Fine-Grained Furniture Attributes from Freely Associated Text and Tags
Vicente Ordonez, Vignesh Jagadeesh, Wei Di, Anurag Bhardwaj, Robinson Piramuthu
Winter Applications on Computer Vision, WACV 2014
Im2Depth: Scalable Exemplar Based Depth Transfer
Mohammad Haris Baig, Vignesh Jagadeesh, Robinson Piramuthu, Anurag Bhardwaj, Wei Di, Neel Sundaresan
Winter Applications on Computer Vision, WACV 2014
Robust Segmentation based Tracing using an Adaptive Wrapper for Inducing Priors
Vignesh Jagadeesh, James Anderson, Bryan Jones, Robert Marc, Steven Fisher, B.S. Manjunath
IEEE Transactions on Image Processing 2013
Synapse Classification and Localization in Electron Micrographs
Vignesh Jagadeesh, James Anderson, Bryan Jones, Robert Marc, Steven Fisher, B.S. Manjunath
Pattern Recognition Letters, 2013.
Mutilabel MRFs with Label Adjacency Constraint: Globally Optimal Solutions and Applications
Nhat Vu, Vignesh Jagadeesh, B.S.Manjunath
VRL Tech Report
From Where and How to What We See
Karthikeyan S, Vignesh Jagadeesh, Renuka Shenoy, Miguel Eckstein, B.S. Manjunath
International Conference on Computer Vision, ICCV 2013.
Scalable Tracing of Electron Micrographs by Fusing Top Down and Bottom Up Cues using Hypergraph Diffusion
Vignesh Jagadeesh, Min Chi Shih, B.S.Manjunath, K.Rose
Medical Image Computing and Assisted Intervention, MICCAI 2012.
Online Parameter Estimation in Dynamic Markov Random Fields for Image Sequence Analysis
Vignesh Jagadeesh, Bangalore S. Manjunath, James Anderson, Bryan Jones, Robert Marc, Steven Fisher
International Conference on Image Processing, ICIP 2012.
Robust Biological Image Sequences Analysis using Graph based Approaches
Diana Delibaltov, Karthikeyan S.V., Vignesh Jagadeesh, B.S. Manjunath
Asilomar Conference on Biological Image Analysis and Microscopy 2012.
Multiple Structure Tracing in 3D Electron Micrographs
Vignesh Jagadeesh, Nhat Vu and Bangalore S. Manjunath
Medical Image Computing and Assisted Intervention, MICCAI 2011.
Spatio-Temporal Optical Flow Statistics (STOFS) for Activity Classification
Vignesh Jagadeesh, S.V.Karthikeyan and Bangalore S. Manjunath
ICVGIP 2010
Interactive Graph Cut Segmentation of Touching Neuronal Structures from Electron Micrographs
Vignesh Jagadeesh and Bangalore S. Manjunath
International Conference on Image Processing, ICIP 2010.
