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Retrieved Entries: 461 [» Advanced search reports]
2023
@inproceedings{
author = {Devendra Kumar Jangid and Neal R Brodnik and McLean P Echlin and Samantha Daly and Tresa Pollock and B.S. Manjunath},
title = {Titanium 3D Microstructure for Physics-based Generative Models: A Dataset and Primer},
booktitle = {International Conference on Machine Learning Workshop},
location = {Hawaii, USA},
month = {Aug},
year = {2023},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/titanium_3d_microstructure_for_physics-based0agenerative_models_a_dataset_and_primer.pdf},
}
@unpublished{
author = {Devendra K. Jangid and Neal R. Brodnik and McLean P. Echlin and Tresa M. Pollock and Samantha H. Daly and B.S. Manjunath},
title = {Q-RBSA: High-Resolution 3D EBSD Map Generation Using An Efficient Quaternion Transformer Network},
booktitle = {},
month = {Mar},
year = {2023},
url = {https://arxiv.org/abs/2303.10722},
}
2022
@article{
author = {Devendra K Jangid and Neal R Brodnik and Michael G Goebel and Amil Khan and SaiSidharth Majeti and McLean P Echlin and Samantha H Daly and Tresa M Pollock and BS Manjunath},
title = {Adaptable physics-based super-resolution for electron backscatter diffraction maps},
journal = {NPJ Computational Materials},
month = {Dec},
year = {2022},
url = {https://www.nature.com/articles/s41524-022-00924-2},
}
@inproceedings{
author = {R. Austin McEver and Bowen Zhang and Connor Levenson and A S M Iftekhar and B.S. Manjunath},
title = {Context-Driven Detection of Invertebrate Species in Deep-Sea Video},
booktitle = {CVPR Workshop},
location = {New Orleans, LA},
month = {Jun},
year = {2022},
url = {https://www.austinmcever.com/CDD4DUSIA},
}
@article{
author = {Devendra K. Jangid and Neal R. Brodnik and Amil Khan and Michael G. Goebel and McLean P. Echlin and Tresa M. Pollock and Samantha H. Daly & B. S. Manjunath},
title = {3D Grain Shape Generation in Polycrystals Using Generative Adversarial Networks},
journal = {Integrating Materials and Manufacturing Innovation},
month = {Jan},
year = {2022},
url = {https://link.springer.com/article/10.1007/s40192-021-00244-1},
}
2020
@inproceedings{
author = {de Melo Celso and Rothrock Brandon and Gurram Prudhvi and Ulutan Oytun and Manjunath B.S.},
title = {Robot Control Gestures (RoCoG)},
booktitle = {},
month = {Sep},
year = {2020},
url = {https://datadryad.org/stash/dataset/doi:10.25349/D9PP5J},
}
@inproceedings{
author = {Devendra K. Jangid and Neal R. Brodnik and Amil Khan and McLean P. Echlin and Tresa M. Pollock and Sam Daly and B.S. Manjunath},
title = {3DMaterialGAN: Learning 3D Shape Representation from Latent Space for Materials Science Applications},
booktitle = {arXiv},
month = {Jul},
year = {2020},
url = {https://arxiv.org/pdf/2007.13887.pdf},
}
@inproceedings{
author = {O. Ulutan and A.S.M. Iftekhar and B.S. Manjunath},
title = {VSGNet: Spatial Attention Network for Detecting Human-Object Interactions using Graph Convolutions},
booktitle = {CVPR 2020},
location = {Seattle },
month = {Jun},
year = {2020},
url = {http://openaccess.thecvf.com/content_CVPR_2020/papers/Ulutan_VSGNet_Spatial_Attention_Network_for_Detecting_Human_Object_Interactions_Using_CVPR_2020_paper.pdf},
}
@inproceedings{
author = {Satish Kumar and Carlos Torres and Oytun Ulutan and Alana Ayasse and Dar Roberts and B. S. Manjunath},
title = {Deep Remote Sensing Methods for Methane Detection in Overhead Hyperspectral Imagery},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV) 2020},
month = {Mar},
year = {2020},
url = {http://openaccess.thecvf.com/content_WACV_2020/papers/Kumar_Deep_Remote_Sensing_Methods_for_Methane_Detection_in_Overhead_Hyperspectral_WACV_2020_paper.pdf},
}
@article{
author = {Po-Yu Kao and Shailja and Jiaxiang Jiang and Angela Zhang and Amil Khan and Jefferson W Chen and BS Manjunath},
title = {Improving Patch-Based Convolutional Neural Networks for MRI Brain Tumor Segmentation by Leveraging Location Information},
journal = {Frontiers in Neuroscience},
month = {Mar},
year = {2020},
url = {https://doi.org/10.3389/fnins.2019.01449},
}
@inproceedings{
author = {Oytun Ulutan and Swati Rallapalli and Mudhakar Srivatsa and B.S. Manjunath},
title = {Actor Conditioned Attention Maps for Video Action Detection},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision,2020,527--536},
location = {Colorado, USA},
month = {Jan},
year = {2020},
url = {https://openaccess.thecvf.com/content_WACV_2020/papers/Ulutan_Actor_Conditioned_Attention_Maps_for_Video_Action_Detection_WACV_2020_paper.pdf},
}
2019
@inproceedings{
author = {Jiaxiang Jiang and Po-Yu Kao and S. A. Belteton and D. B. Szymanski and B. S. Manjunath},
title = {Accurate 3D Cell Segmentation Using Deep Feature and CRF Refinement},
booktitle = {IEEE International Conference on Image Processing (ICIP) 2019},
month = {Sep},
year = {2019},
url = {https://ieeexplore.ieee.org/document/8803095},
}
@inproceedings{
author = {Po-Yu Kao and Jefferson W. Chen and B.S. Manjunath},
title = {Improving 3D U-Net for Brain Tumor Segmentation by Utilizing Lesion Prior},
booktitle = {arXiv.org},
month = {Sep},
year = {2019},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/1907.00281.pdf},
}
@inproceedings{
author = {Po-Yu Kao and Jefferson W. Chen and B.S. Manjunath},
title = {Predicting Clinical Outcome of Stroke Patients with Tractographic Feature},
booktitle = {},
month = {Sep},
year = {2019},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/1907.10419.pdf},
}
@inproceedings{
author = {Jiaxiang Jiang and Po-Yu Kao and Samuel A. Belteton and Daniel B. Szymanski and B.S. Manjunath},
title = {Accurate 3D Cell Segmentation using Deep Feature and CRF Refinement},
booktitle = {ICIP 2019},
location = {Taipei, Taiwan},
month = {Sep},
year = {2019},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/1902.04729.pdf},
}
@inproceedings{
author = {Po-Yu Kao and Angela Zhang and Michael Goebel and Jefferson W. Chen and and B.S. Manjunath},
title = {Predicting Fluid Intelligence of Children using T1-weighted MR Images and a StackNet},
booktitle = {arXiv},
location = {1904.07387},
month = {Apr},
year = {2019},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/1904.07387.pdf},
}
@article{
author = {Angela Zhang and Po-Yu Kao and Ashutosh Shelat and Ronald Sahyouni and Jefferson Chen and B.S. Manjunath},
title = {Fully Automated Volumetric Classification in CT Scans for Diagnosis and Analysis of Normal Pressure Hydrocephalus},
journal = {arXiv},
location = {1901.09088},
month = {Jan},
year = {2019},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/1901.09088.pdf},
}
2018
@inproceedings{
author = {Po-Yu Kao and Thuyen Ngo and Angela Zhang and Jefferson W. Chen and B.S. Manjunath},
title = {Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction},
booktitle = {4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018},
month = {Nov},
year = {2018},
url = {https://link.springer.com/chapter/10.1007%2F978-3-030-11726-9_12},
}
@article{
author = {C. Torres and J. C. Fried and K. Rose and B. S. Manjunath},
title = {A Multiview Multimodal System for Monitoring Patient Sleep},
journal = {IEEE Tran. Multimedia},
month = {May},
year = {2018},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/201804_tmm_torres.pdf},
}
@inproceedings{
author = {Hang Qiu and Xiaochen Liu and Swati Rallapalli and Archith J. Bency and Rahul Urgaonkar and B.S. Manjunath and Ramesh Govindan and Kevin Chan},
title = {KESTREL: Video Analytics for Augmented Multi-Camera Vehicle Tracking},
booktitle = {The Proceedings of ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI)},
location = {Orlando, Florida},
month = {Apr},
year = {2018},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2018_iotdi.pdf},
}
@inproceedings{
author = {Oytun Ulutan and Benjamin Riggan and Nasser Nasrabadi and B.S. Manjunath},
title = {A Bilinear Model for Person Detection in Multi-Modal Data},
booktitle = {IEEE Winter Conf. on Applications of Computer Vision (WACV 2018), March 12-14, 2018, Lake Tahoe, NV/CA},
location = {Lake Tahoe, CA},
month = {Mar},
year = {2018},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/201803_wacv_ulutan.pdf},
}
2017
@inproceedings{
author = {Dmitry Fedorov and B.S. Manjunath and Christian Lang and Kristiam Kvilekval},
title = {Scalable Image Informatics},
booktitle = {Academic Press Library in Signal Processing},
volume = {6},
number = {Chapter 9},
month = {Sep},
year = {2017},
url = {http://escholarship.org/uc/item/7nf7492x},
}
@inproceedings{
author = {Carlos Torres and Archith J. Bency and Jeffrey C. Fried and B. S. Manjunath},
title = {RAM: Role Representation and Identification from combined Appearance and Activity Maps},
booktitle = {Proc. 11th International Conference on Distributed Smart Cameras},
location = {Stanford, California},
month = {Sep},
year = {2017},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/201709_torres_icdsc.pdf},
}
@inproceedings{
author = {Thuyen Ngo and B.S. Manjunath},
title = {Saccade Gaze Prediction Using a Recurrent Neural Network},
booktitle = {IEEE International Conference on Image Processing},
location = {Beijing, China},
month = {Sep},
year = {2017},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2017_icip_thuyen.pdf},
}
@article{
author = {Archith John Bency and S. Karthikeyan and Carter De Leo and Santhoshkumar Sunderrajan and and B. S. Manjunath},
title = {Search Tracker: Human-derived object tracking in-the-wild through large-scale search and retrieval},
journal = {IEEE Transactions Circuits and Systems for Video Technology},
volume = {27},
number = {8},
pages = {1803--14},
month = {Aug},
year = {2017},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/bency_tcsvt_2017.pdf},
}
@inproceedings{
author = {Jason Bunk and Jawadul H. Bappy and Tajuddin Manhar Mohammed and Lakshmanan Nataraj and Arjuna Flenner and B.S. Manjunath and Shivkumar Chandrasekaran and Amit K. Roy-Chowdhury and and Lawrence Peterson},
title = {Detection and Localization of Image Forgeries using Resampling Features and Deep Learning},
booktitle = {IEEE CVPR Workshop on Media Forensics},
location = {Hawaii},
month = {Jul},
year = {2017},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2017_04_cvpr_mediaforensics_workshop.pdf},
}
@inproceedings{
author = {D.V. Fedorov and K.G. Kvilekval and B.S. Manjunath and B. Doheny and S. Sampson and R.J. Miller D.V. Fedorov and K.G. Kvilekval and B.S. Manjunath and B. Doheny and S. Sampson and R.J. Miller},
title = {Deep learning for all: managing and analyzing underwater and remote sensing imagery on the web using BisQue},
booktitle = {3rd Workshop on Automated Analysis of Video Data for Wildlife Surveillance},
location = {Santa Rosa, CA},
month = {Mar},
year = {2017},
url = {http://escholarship.org/uc/item/9z73t7hv},
}
@inproceedings{
author = {Archith J. Bency and Swati Rallapalli and Raghu K. Ganti and Mudhakar Srivatsa and and B. S. Manjunath},
title = {Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery},
booktitle = {IEEE Winter Conference on Applications of Computer Vision 2017},
location = {Santa Rosa, CA},
pages = {320--329},
month = {Mar},
year = {2017},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/bency_wacv_17.pdf},
}
2016
@inproceedings{
author = {Po-Yu Kao and Eduardo Rojas and Jefferson W. Chen and Angela Zhang and B. S. Manjunath},
title = {Unsupervised 3-D Feature Learning for Mild Traumatic Brain Injury},
booktitle = {International Workshop on Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries},
location = {Athens, Greece},
pages = {282--290},
month = {Oct},
year = {2016},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2016_brain_poyukao.pdf},
}
@inproceedings{
author = {Archith J Bency and Heesung Kwon and H Lee and S Karthikeyan and B.S. Manjunath},
title = {Weakly supervised localization using deep feature maps},
booktitle = {Proc. European Conference on Computer Vision},
location = {Amsterdam, Netherlands},
pages = {714--731},
month = {Oct},
year = {2016},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2016bencyweaksupervised.pdf},
}
@inproceedings{
author = {Carlos Torres and Jeffrey C. Fried and Kenneth Rose and B. S. Manjunath},
title = {Deep Eye-CU (DECU): Summarization of Patient Motion in the ICU},
booktitle = {ECCV 2016 Workshop on Assistive Computer Vision and Robotics},
location = {Amsterdam, Netherlands},
pages = {178--194},
month = {Oct},
year = {2016},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/decu-eccv-acvr2016.pdf},
}
@inproceedings{
author = {Justin Preece and Justin Elser and Pankaj Jaiswal and Kristian Kvilekval and Dmitry Fedorov and B. S. Manjunath and Ryan Kitchen and Xu Xu and Dmitrios Trigkakis and Sinisa Todorovic and Seth Carbon},
title = {Plant Image Segmentation and Annotation with Ontologies in BisQue},
booktitle = {Proceedings of the Joint International Conference on Biological Ontology and BioCreative},
location = {Corvallis, Oregon},
month = {Aug},
year = {2016},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/201608_preece_plantontology.pdf},
}
@inproceedings{
author = {Amir M Rahimi and R Ruschel and BS Manjunath},
title = {UAV Sensor Fusion with Latent Dynamic Conditional Random Fields in Coronal Plane Estimation},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition},
location = {Las Vegas, NV},
month = {Jun},
year = {2016},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/cvpr_2016_coronal_plane_estimation_crf.pdf},
}
@article{
author = {Lakshmanan Nataraj and B.S. Manjunath},
title = {SPAM: Signal Processing to Analyze Malware},
journal = {IEEE Signal Processing Magazine},
volume = {33},
number = {2},
pages = {105--117},
month = {Mar},
year = {2016},
url = {http://escholarship.org/uc/item/1d46v3hr},
}
@inproceedings{
author = {D.V. Fedorov and K.G. Kvilekval and B. Dhoheney and S. Simpson and R. J. Miller add B.S. Manjunath},
title = {Bisque: cloud-based system for management, annotation, visualization, analysis and data mining of underwater and remote sensing imagery},
booktitle = {Ocean Sciences Meeting, New Orleans, LA},
month = {Feb},
year = {2016},
url = {http://escholarship.org/uc/item/0315h984},
}
@inproceedings{
author = {Raghu Ganti and Mudhakar Srivatsa and B.S. Manjunath},
title = {Entity reconciliation in a multi-camera network},
booktitle = {Proceedings of the 17th ACM International Conference on Distributed Computing and Networking (ICDCN'16)},
location = {Singapore},
month = {Jan},
year = {2016},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/201601_ganti-srivatsa-manjunath.pdf},
}
@article{
author = {S. Sunderrajan and B. S. Manjunath},
title = {Context-aware hypergraph modeling for re-identification and summarization},
journal = {IEEE Transactions on Multimedia},
volume = {18},
pages = {51--63},
month = {Jan},
year = {2016},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/07312467_0.pdf},
}
2015
@phdthesis{
author = {Lakshmanan Nataraj},
title = {A Signal Processing Approach to Malware Analysis},
booktitle = {},
month = {Dec},
year = {2015},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/lakshman_thesis_final_1.pdf},
}
@inproceedings{
author = {A. M. Rahimi and L. Nataraj and B.S. Manjunath},
title = {Features We trust!},
booktitle = {International Conference on Image Processing},
location = {Quebec City, Canada},
pages = {3476--80},
month = {Sep},
year = {2015},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/07351450.pdf},
}
@inproceedings{
author = {Niloufar Pourian and S. Karthikeyan and B.S. Manjunath},
title = {Search and Retrieval of Multi-modal Data Associated with Image-parts},
booktitle = {International Conference on Image Processing},
month = {Sep},
year = {2015},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/niloufar_icip15.pdf},
}
@inproceedings{
author = {Carlos Torres and Scott D. Hammond and Jeffrey C. Fried and B. S. Manjunath},
title = {Sleep Pose Recognition in an ICU Using Multimodal Data and Environmental Feedback},
booktitle = {International Conference on Computer Vision Systems},
location = {Copenhagen, Denmark},
volume = {9163},
pages = {56--66},
month = {Jun},
year = {2015},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2015_carlos_icvs.pdf},
}
@inproceedings{
author = {S. Karthikeyan and Thuyen Ngo and Miguel Eckstein and B.S. Manjunath},
title = {Eye tracking assisted extraction of attentionally important objects from videos},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition},
location = {Boston, MA},
month = {Jun},
year = {2015},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/cvpr_2015_karthikeyan.pdf},
}
@inproceedings{
author = {Lakshmanan Nataraj and S Karthikeyan and B.S. Manjunath},
title = {SATTVA: SpArsiTy inspired classificaTion of malware VAriants},
booktitle = {ACM Workshop on Information Hiding and Multimedia Security (IH and MMSEC)},
location = {Portland, Oregon},
month = {Jun},
year = {2015},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2015_mmsec_sattva.pdf},
}
@article{
author = {Ninad S Thakoor and Le An and Bir Bhanu and Santhoshkumar Sunderrajan and B.S. Manjunath},
title = {People Tracking in Camera Networks: Three Open Questions},
journal = {IEEE Computer},
volume = {48},
number = {3},
pages = {78--86},
month = {Mar},
year = {2015},
url = {http://escholarship.org/uc/item/4jm384wg},
}
@article{
author = {Aruna Jammalamadaka and Panuakdet Suwannatat and Steven K Fisher and BS Manjunath and Tobias Höllerer and Gabriel Luna},
title = {Characterizing spatial distributions of astrocytes in the mammalian retina},
journal = {Bioinformatics},
pages = {btv097},
month = {Feb},
year = {2015},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/bioinformatics-2015-jammalamadaka-bioinformatics-btv097.pdf},
}
@inproceedings{
author = {Niloufar Pourian and B.S. Manjunath},
title = {Retrieval of Images with Objects of Specific Size, Location, and Spatial Configuration},
booktitle = {IEEE Winter Conference on Applications of Computer Vision},
location = {Waikoloa, HI},
month = {Jan},
year = {2015},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/wacv2015_niloufar.pdf},
}
2014
@phdthesis{
author = {S. Karthikeyan},
title = {Modeling Eye Tracking Data with Application to Object Detection},
booktitle = {},
month = {Sep},
year = {2014},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/karthikeyan_thesis.pdf},
}
@inproceedings{
author = {A. M. Rahimi and R.J. Miller and D.V. Fedorov and S. Sunderrajan and B.M. Doheny and H.M. Page and B.S. Manjunath},
title = {Marine Biodiversity Classification Using Dropout Regularization},
booktitle = {2014 ICPR Workshop on Computer Vision for Analysis of Underwater Imagery (CVAUI),},
location = {Stockholm},
pages = {80--87},
month = {Aug},
year = {2014},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2014_amir_icpr_workshop.pdf},
}
@article{Leo12-403
author = {Carter de Leo and B.S. Manjunath},
title = {Multicamera Video Summarization and Anomaly Detection from Activity Motifs},
journal = {ACM Transactions on Sensor Networks},
volume = {10},
number = {2},
month = {May},
year = {2014},
}
@article{Kuo12-402
author = {Thomas Kuo and Zefeng Ni and Santhoshkumar Sunderrajan and B.S. Manjunath},
title = {Calibrating a Wide-Area Camera Network with Non-Overlapping Views using Mobile Devices},
journal = {ACM Transactions on Sensor Networks},
volume = {10},
number = {2},
month = {May},
year = {2014},
}
@article{Xu12-400
author = {Jiejun Xu and Vignesh Jagadeesh 2nd B.S. Manjunath},
title = {Multi-label Learning with Fused Multimodal Bi-relational Graph},
journal = {IEEE Transaction on Multimedia},
volume = {16},
number = {2},
pages = {403--412},
month = {Feb},
year = {2014},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2014_tmm_jiejun.pdf},
}
@inproceedings{Baddeley12-421
author = {A. Baddeley and A. Jammalamadaka and G. Nair},
title = {Multitype point process analysis of spines on the dendrite network of a neuron},
booktitle = {Journal of Royal Statistical Society},
volume = {Series C (Applied Statistics)},
month = {Feb},
year = {2014},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2014_jrs_baddeley_0.pdf},
}
2013
@inproceedings{Karthikeyan12-422
author = {S. Karthikeyan and Vignesh Jagadeesh and Renuka Shenoy and Miguel Eckstein and B.S. Manjunath},
title = {From Where and How to What We See},
booktitle = {IEEE International Conference on Computer Vision},
location = {Sydney},
month = {Dec},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2013_iccv_karthik.pdf},
}
@inproceedings{Kuo12-419
author = {Thomas Kuo and Santhoshkumar Sunderrajan and and B.S. Manjunath},
title = {Camera Alignment using Trajectory Intersections in Unsynchronized Videos},
booktitle = {IEEE International Conference on Computer Vision},
location = {Sydney},
month = {Dec},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2013_iccv_thomas.pdf},
}
@inproceedings{Kirat12-416
author = {Dhilung Kirat and Lakshmanan Nataraj and Giovanni Vigna and B.S. Manjunath},
title = {SigMal: A Static Signal Processing Based Malware Triage},
booktitle = {Annual Computer Security Applications Conference (ACSAC)},
month = {Dec},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/sigmal_acsac2013.pdf},
}
@article{Jagadeesh12-413
author = {Vignesh Jagadeesh and James Anderson and Bryan Jones and Robert Marc and Steven Fisher and B.S. Manjunath},
title = {Robust Segmentation based Tracing using an Adaptive Wrapper for Inducing Priors},
journal = {IEEE Transactions on Image Processing},
volume = {22},
number = {12},
pages = {4952--4963},
month = {Dec},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2013_tip_vignesh.pdf},
}
@article{Xu12-401
author = {Jiejun Xu and Vignesh Jagadeesh and Zefeng Ni and Santhoshkumar Sunderrajan and B.S. Manjunath},
title = {Graph-based Topic-focused Retrieval in a Distributed Camera Network},
journal = {IEEE Transaction on Multimedia},
volume = {15},
number = {8},
pages = {2046--2057},
month = {Dec},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2013_tmm_jiejun},
}
@inproceedings{Nataraj12-423
author = {Lakshmnanan Nataraj and Dhilung Kirat and B.S. Manjunath and Giovanni Vigna},
title = {SARVAM: Search And RetrieVAl of Malware},
booktitle = {Annual Computer Security Applications Conference (ACSAC) Workshop on Next Generation Malware Attacks and Defense (NGMAD)},
location = {New Orleans},
month = {Dec},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2013_sarvam_ngmad_0.pdf},
}
@article{Jagadeesh12-411
author = {Vignesh Jagadeesh and James Anderson and Bryan Jones and Robert Marc and Steven K Fisher and B.S Manjunath},
title = {Synapse Classification and Localization in Electron Micrographs},
journal = {Pattern Recognition Letters},
volume = {43},
pages = {17--24},
month = {Nov},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2013_pr_vignesh.pdf},
}
@inproceedings{Jammalamadaka12-420
author = {A. Jammalamadaka and S. Banerjee and B.S. Manjunath and K. Kosik},
title = {Statistical analysis of dendritic spine distributions in rat hippocampal cultures},
booktitle = {BMC Bioinformatics},
volume = {14},
number = {287},
month = {Oct},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/aruna_bmc_2013.pdf},
}
@inproceedings{Sunderrajan12-415
author = {Santhoshkumar Sunderrajan and Jiejun Xu and B.S.Manjunath},
title = {Context-Aware Graph Modeling for Object Search and Retrieval in a Wide Area Camera Network},
booktitle = {International Conference on Distributed Smart Cameras},
month = {Oct},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2013_icdsc_santhosh_retrieval.pdf},
}
@inproceedings{Sunderrajan12-414
author = {Santhoshkumar Sunderrajan and B.S.Manjunath},
title = {Multiple View Discriminative Appearance Modeling with IMCMC for Distributed Tracking},
booktitle = {International Conference on Distributed Smart Cameras},
month = {Oct},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2013_icdsc_santhosh_tracking.pdf},
}
@inproceedings{Santhoshkumar12-406
author = {S. Santhoshkumar and S. Karthikeyan and B. S. Manjunath},
title = {Robust Multiple Object Tracking by Detection with Interacting Markov Chain Monte Carlo},
booktitle = {IEEE International Conference on Image Processing},
month = {Sep},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2013_icip_santhosh_tracking.pdf},
}
@inproceedings{Delibaltov12-399
author = {Diana Delibaltov and Pratim Ghosh and Volkan Rodoplu and Michael Veeman and William Smith and B.S. Manjunath},
title = {A Linear Program Formulation for the Segmentation of Ciona Membrane Volumes},
booktitle = {International Conference on Medical Image Computing and Computer Assisted Intervention},
month = {Sep},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/diana_miccai_2013.pdf},
}
@inproceedings{Karthikeyan12-398
author = {S. Karthikeyan and Vignesh Jagadeesh and B. S. Manjunath},
title = {Learning Bottom-Up Text Attention Maps For Text Detection Using Stroke Width Transform},
booktitle = {IEEE International Conference on Image Processing},
month = {Sep},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/karthik_icip_2013b.pdf},
}
@inproceedings{Karthikeyan09-397
author = {S. Karthikeyan and Vignesh Jagadeesh and B. S. Manjunath},
title = {Learning Top Down Scene Context For Visual Attention Modelling In Natural Images},
booktitle = {IEEE International Conference on Image Processing},
month = {Sep},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/karthik_icip_2013a.pdf},
}
@inproceedings{Andres12-410
author = {B. Andres and J. Yarkony and B. S. Manjunath and S. Kirchhoff and E. Turetken and C. C. Fowlkes and H. Pfister},
title = {Segmenting Planar Superpixel Adjacency Graphs w.r.t. Non-planar Superpixel Affinity Graphs},
booktitle = {International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition},
month = {Aug},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2013_emmcvpr_andres.pdf},
}
@techreport{Vu12-409
author = {Nhat Vu and Vignesh Jagadeesh and and B.S.Manjunath},
title = {Mutilabel MRFs with Label Adjacency Constraint: Globally Optimal Solutions and Applications},
booktitle = {VRL, ECE},
location = {University of California, Santa Barbara},
month = {Jun},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2013_tr_nhat.pdf},
}
@article{Ruttenberg12-417
author = {B.E. Ruttenberg and G. Luna and G.P. Lewis and S.K. Fisher and A.K. Singh},
title = {Quantifying spatial relationships from whole retinal images},
journal = {Bioinformatics},
volume = {29},
number = {7},
pages = {940--946},
month = {Apr},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/ruttenberg_bioinf_2013.pdf},
}
@inproceedings{Fick12-412
author = {R.H.J. Fick and D. Fedorov and A.H.K. Roeder and B.S. Manjunath},
title = {Simultaneous cell tracking and image alignment in 3D CLSM imagery of growing Arabidopsis thaliana sepals},
booktitle = {10th International Symposium on Biomedical Imaging (ISBI)},
pages = {914--917},
month = {Apr},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/fick_isbi2013.pdf},
}
@article{Ghosh12-385
author = {Pratim Ghosh and B.S. Manjunath},
title = {Robust Simultaneous Registration and Segmentation with Sparse Error Reconstruction},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume = {35},
number = {2},
month = {Feb},
year = {2013},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/pratim_pami_2013.pdf},
}
2012
@inproceedings{Delibaltov12-396
author = {Diana Delibaltov and S. Karthikeyan and Vignesh Jagadeesh and B. S. Manjunath},
title = {Robust Biological Image Sequence Analysis Using Graph Based Approaches},
booktitle = {Asilomar Conference On Signals, Systems and Computers (ACSSC)},
location = {Monterey, CA},
month = {Nov},
year = {2012},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/diana_asilomar2012.pdf},
}
@inproceedings{Karthikeyan12-391
author = {S. Karthikeyan and Diana Delibaltov and Utkarsh Gaur and Mei Jiang and David Williams and B.S. Manjunath},
title = {Unified Probabilistic Framework for Simultaneous Detection and Tracking of Multiple Objects with Application To Bio-Image Sequences},
booktitle = {International Conference on Image Processing},
month = {Oct},
year = {2012},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/karthikeyan_icip2012_tracking_final.pdf},
}
@inproceedings{Karthikeyan12-387
author = {S. Karthikeyan and Swapna Joshi and B.S. Manjunath and Scott Grafton},
title = {Intra-Class Multi-Output Regression based Subspace Analysis},
booktitle = {International Conference on Image Processing},
month = {Oct},
year = {2012},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/karthikeyan_icip2012_subspace_final.pdf},
}
@inproceedings{Jagadeesh12-386
author = {Vignesh Jagadeesh and B.S. Manjunath and James Anderson and Bryan Jones and Robert Marc and Steven Fisher},
title = {Online Parameter Estimation in Dynamic Markov Random Fields for Image Sequence Analysis},
booktitle = {International Conference on Image Processing},
month = {Oct},
year = {2012},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/vignesh_icip2012CamReady.pdf},
}
@article{Eliceri12-405
author = {K. Eliceiri and M. R. Berthold and I. G. Goldberg and L. Ibanez and B. S. Manjunath and M. E. Martone and R. F. Murphy and H. Peng and A. L. Plant and B. Roysam. N. Stuurmann and J. R. Swedlow and P. Tomancak and A. E. Carpenter},
title = {Biological imaging software tools},
journal = {Nature Methods},
location = {Nature Publishing Group},
volume = {9},
pages = {697710},
month = {Jun},
year = {2012},
}
@inproceedings{Ni12-393
author = {Zefeng Ni and Jiejun Xu and B.S. Manjunath},
title = {Object Browsing and Searching in A Camera Network using Graph Models},
booktitle = {Workshop on Camera Networks and Wide Area Scene Analysis, in IEEE Computer Vision and Pattern Recognition (CVPR) 2012},
month = {Jun},
year = {2012},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/zefeng_iccv_ws_2012.pdf},
}
@inproceedings{Xu12-380
author = {Jiejun Xu and Vishwakarma Singh and Ziyu Guan and B. S. Manjunath},
title = {Unified Hypergraph for Image Ranking in a Multimodal Context},
booktitle = {International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
location = {Kyoto, Japan},
month = {Mar},
year = {2012},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/jiejun_icassp_2012.pdf},
}
@inproceedings{Karthikeyan12-379
author = {S. Karthikeyan and Felix Fernandes and Zhan Ma and PoLin Lai and Ankur Saxena},
title = {Perceptual Similarity based Robust Low-Complexity Video Fingerprinting},
booktitle = {International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
location = {Kyoto, Japan},
month = {Mar},
year = {2012},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/karthik_icassp2012.pdf},
}
@inproceedings{
author = {Enrique Alegre and MT Garcia-Ordas and Victor Gonzalez-Castro and S Karthikeyan},
title = {Vitality assessment of boar sperm using NCSR texture descriptor in digital images},
booktitle = {},
month = {Sep},
year = {2012},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/ibpria2011_1.pdf},
}
@inproceedings{Suwannatat12-418
author = {Panuakdet Suwannatat and Gabriel Luna and Geoffrey P. Lewis and Steven K. Fisher and Tobias Hollerer},
title = {Scalable Interactive Analysis of Retinal Astrocyte Networks},
booktitle = {BioVis},
year = {2012},
}
@inproceedings{Hasan12-408
author = {Mahmudul Hasan and Yingying Zhu and Santhoshkumar Sunderrajan and Niloufar Pourian and B.S. Manjunath and Amit Roy Chowdhury},
title = {Activity Analysis in Unconstrained Surveillance Videos},
booktitle = {Trecvid Technical Report},
year = {2012},
}
@inproceedings{Sunderrajan12-407
author = {Santhoshkumar Sunderrajan and Niloufar Pourian and Mahmudul Hasan and Yingying Zhu and B.S. Manjunath and Amit Roy Chowdhury},
title = {Discriminative Reranking based Video Object Retrieval},
booktitle = {Trecvid Technical Report},
year = {2012},
}
@article{Miller12-395
author = {Robert J. Miller and John Hocevar and Robert P. Stone and Dmitry V. Fedorov},
title = {Structure-Forming Corals and Sponges and Their Use as Fish Habitat in Bering Sea Submarine Canyons},
journal = {PLoS ONE},
volume = {7},
number = {3},
year = {2012},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/fedorov_pone.0033885.pdf},
}
@inproceedings{Jagadeesh12-394
author = {Vignesh Jagadeesh and Min Chi Shih and B.S.Manjunath and K.Rose},
title = {Scalable Tracing of Electron Micrographs by Fusing Top Down and Bottom Up Cues using Hypergraph Diffusion},
booktitle = {International Conference on Medical Image Computing and Computer Assisted Intervention},
year = {2012},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/vignesh_paper145.pdf},
}
2011
@inproceedings{Karthikeyan11-378
author = {S. Karthikeyan and Utkarsh Gaur and B.S. Manjunath and and Scott Grafton},
title = {Probabilistic subspace-based learning of shape dynamics modes for multi-view action recognition},
booktitle = {International Conference on Computer Vision (ICCV) Workshop PERHAPS 2011},
location = {Barcelona, Spain},
month = {Nov},
year = {2011},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/karthik_iccv2011.pdf},
}
@inproceedings{Nataraj11-375
author = {Lakshmanan Nataraj and Vinod Yegneswaran and Phil Porras and Jian Zhang},
title = {A Comparative Assessment of Malware Classification using Binary Texture Analysis and Dynamic Analysis},
booktitle = {Workshop on Artificial Intelligence and Security (AISec)},
location = {Chicago},
month = {Oct},
year = {2011},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/aisec17-nataraj.pdf},
}
@inproceedings{Karthikeyan11-377
author = {S. Karthikeyan and M.E. Sargin and S. Joshi and B.S. Manjunath and S. Grafton},
title = {Generalized subspace based high dimensional density estimation},
booktitle = {International Conference on Image Processing},
location = {Brussels, Belgium},
month = {Sep},
year = {2011},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/karthik_icip2011.pdf},
}
@inproceedings{Jagadeesh11-373
author = {V Jagadeesh and N Vu and B.S. Manjunath},
title = {Multiple Structure Tracing in 3D Electron Micrographs},
booktitle = {Medical Image Computing and Computer Assisted Intervention (MICCAI)},
location = {Toronto, Canada},
month = {Sep},
year = {2011},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/miccai2011},
}
@article{Obara11-381
author = {B. Obara and M. Veeman and J.H. Choi and W. Smith and B.S. Manjunath},
title = {Segmentation of ascidian notochord cells in DIC timelapse images},
journal = {Microscopy Research and Technique},
volume = {74},
number = {8},
pages = {727--734},
month = {Aug},
year = {2011},
}
@article{Goff09-388
author = {Goff Stephen A and Vaughn Matthew and McKay Sheldon and Lyons Eric and Stapleton Ann E and Gessler Damian and Matasci Naim and Wang Liya and Hanlon Matthew and Lenards Andrew and Muir Andy and Merchant Nirav and Lowry Sonya and Mock Stephen and Helmke Matthew and Kubach Adam and Narro Martha and Hopkins Nicole and Micklos David and Hilgert Uwe and Gonzales Michael and Jordan Chris and Skidmore Edwin and Dooley Rion and Cazes John and McLay Robert and Lu Zhenyuan and Pasternak Shiran and Koesterke Lars and Piel William H and Grene Ruth and Noutsos Christos and Gendler Karla and Feng Xin and Tang Chunlao and Lent Monica and Kim Seung-jin and Kvilekval Kristian and Manjunath B.S. and Tannen Val and Stamatakis Alexandros and Sanderson Michael and Welch Stephen M and Cranston Karen and Soltis Pamela and Soltis Douglas and O'Meara Brian and Ane Cecile and Brutnell Tom and Kleibenstein Daniel J and White Jeffrey W and Leebens-Mack Jim and Donoghue Michael J and Spalding Edgar P and Vision Todd J and Myers Christopher R and Lowenthal David and Enquist Brian J and Boyle Brad and Akoglu Ali and Andrews Greg and Ram Sudha and Ware Doreen and Stein Lincoln and Stanzione Dan},
title = {The iPlant Collaborative: Cyberinfrastructure for Plant Biology},
journal = {Frontiers in Plant Science},
volume = {2},
number = {00034},
month = {Jul},
year = {2011},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/iplant_2011_b.pdf},
}
@inproceedings{Nataraj11-372
author = {Lakshmanan Nataraj and S. Karthikeyan and Gregoire Jacob and B.S. Manjunath},
title = {Malware Images: Visualization and Automatic Classification},
booktitle = {International Symposium on Visualization for Cyber Security (VizSec)},
month = {Jul},
year = {2011},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/nataraj_vizsec_2011_paper.pdf},
}
@article{Oberstein11-371
author = {Sarit Y. Lesnik Oberstein and Jiyun Byun and Diego Herrera and Ethan A. Chapin and Steven K. Fisher and Geoffrey P. Lewis},
title = {Cell proliferation in human epiretinal membranes: characterization of cell types and correlation with disease condition and duration},
journal = {Molecular Vision},
volume = {17},
pages = {1794--1805},
month = {Jul},
year = {2011},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/Sarit_2011.pdf},
}
@article{Sargin11-384
author = {M.E. Sargin and A. Altinok and B.S. Manjunath and K. Rose},
title = {Variable Length Open Contour Tracking Using a Deformable Trellis},
journal = {IEEE Transactions on Image Processing},
volume = {20},
number = {4},
pages = {1023--1035},
month = {Apr},
year = {2011},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/emre_tip_2011.pdf},
}
@article{Kiris11-382
author = {E. Kiris and D. Ventimiglia and M.E. Sargin and M.R. Gaylord and A. Altinok and K. Rose and B.S. Manjunath and M.A. Jordan and L. Wilson and S.C. Feinstein},
title = {Combinatorial Tau Pseudophosphorylation},
journal = {The Journal of Biological Chemistry},
volume = {286},
number = {16},
pages = {14257--14270},
month = {Apr},
year = {2011},
}
@inproceedings{abdollahian11-370
author = {G. Abdollahian and M. Veeman and W. Smith and B.S. Manjunath},
title = {A curvicylindrical coordinate system for The Visualization and Segmentation of The Ascidian Tail},
booktitle = {2011 IEEE International Symposium on Biomedical Imaging (ISBI)},
location = {Chicago},
month = {Apr},
year = {2011},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2011abdollahian.pdf},
}
@inproceedings{delibaltov11-369
author = {Diana Delibaltov and Pratim Ghosh and Michael Veeman and William Smith and and B.S. Manjunath},
title = {AN AUTOMATIC FEATURE BASED MODEL FOR CELL SEGMENTATION FROM CONFOCAL MICROSCOPY VOLUMES},
booktitle = {2011 IEEE International Symposium on Biomedical Imaging (ISBI)},
location = {Chicago},
month = {Apr},
year = {2011},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/2011diana.pdf},
}
@article{Peck11-383
author = {A. Peck and M.E. Sargin and N.E. LaPointe and K. Rose and B.S. Manjunath and S.C. Feinstein and and L. Wilson},
title = {Tau Isoform-specific Modulation of Kinesin-driven Microtubule Gliding Rates and Trajectories As Determined With Tau-stabilized Microtubules},
journal = {Cytoskeleton},
volume = {68},
pages = {44--55},
month = {Jan},
year = {2011},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/peck_2011.pdf},
}
@book{Kenney11-404
author = {C. Kenney and B. S. Manjunath and M. Zuliani and K. Solanki},
title = {Condition theory for image registration and post-registration error estimation},
publisher = {Image Registration for Remote Sensing edited by Jacqueline LeMoigne, Nathan Netanyahu and Roger Eastman},
editor = {Cambridge University Press},
pages = {200--214},
year = {2011},
}
2010
@inproceedings{Jagadeesh10-374
author = {V Jagadeesh and S Karthikeyan and B.S.Manjunath},
title = {Spatio-Temporal Optical Flow Statistics (STOFS) for Activity Classification},
booktitle = {Indian Conference on Computer Vision, Graphics and Image processing (ICVGIP) 2010},
location = {Chennai, India},
pages = {178----182},
month = {Dec},
year = {2010},
url = {https://vision.ece.ucsb.edu/sites/default/files/publications/icvgip2010.pdf},
}