Person: Svetha Venkatesh

DBLP: Venkatesh:Svetha

Facilitated 1 volumes:

Ed

Contributed to:

2014

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2010

Wrote 40 papers:

ICML-c1-2014-NguyenPNVB #clustering #multi #parametricity

Bayesian Nonparametric Multilevel Clustering with Group-Level Contexts (TVN, DQP, XN, SV, HB), pp. 288–296.

ICPR-2014-LiRPV #modelling #topic #using

Regularizing Topic Discovery in EMRs with Side Information by Using Hierarchical Bayesian Models (CL, SR, DQP, SV), pp. 1307–1312.

ICPR-2014-NguyenGVP #framework #parametricity #process #recognition #using

A Bayesian Nonparametric Framework for Activity Recognition Using Accelerometer Data (TN, SKG, SV, DQP), pp. 2017–2022.

ICPR-2014-VellankiDVP #learning #parametricity

Nonparametric Discovery of Learning Patterns and Autism Subgroups from Therapeutic Data (PV, TVD, SV, DQP), pp. 1828–1833.

CHI-2013-VenkateshPDGA #named

TOBY: early intervention in autism through technology (SV, DQP, TVD, SG, BA), pp. 3187–3196.

ICML-c2-2013-TranPV #learning #multi

Thurstonian Boltzmann Machines: Learning from Multiple Inequalities (TT, DQP, SV), pp. 46–54.

ICML-c3-2013-GuptaPV #approach #learning #multi #parametricity

Factorial Multi-Task Learning : A Bayesian Nonparametric Approach (SKG, DQP, SV), pp. 657–665.

KDD-2013-TranPLHBV #framework #predict #risk management

An integrated framework for suicide risk prediction (TT, DQP, WL, RH, MB, SV), pp. 1410–1418.

ICPR-2012-GuptaPV #parametricity

A nonparametric Bayesian Poisson gamma model for count data (SKG, DQP, SV), pp. 1815–1818.

ICPR-2012-NguyenPRPV #detection #multi #segmentation #video

Multi-modal abnormality detection in video with unknown data segmentation (TVN, DQP, SR, DSP, SV), pp. 1322–1325.

ICPR-2012-ZhangPLV #metric #multi #recognition

Optimal metric selection for improved multi-pose face recognition with group information (XZ, DSP, WL, SV), pp. 1675–1678.

ICPR-2010-GhanemVW #classification #multi

Multi-class Pattern Classification in Imbalanced Data (ASG, SV, GAWW), pp. 2881–2884.

ICPR-2010-QiuPVLL #performance #recognition #representation #robust

A Fast Extension for Sparse Representation on Robust Face Recognition (HQ, DSP, SV, WL, JHL), pp. 1023–1027.

KDD-2010-GuptaPATV #learning #retrieval #social #social media

Nonnegative shared subspace learning and its application to social media retrieval (SKG, DQP, BA, TT, SV), pp. 1169–1178.

ICPR-2008-GhanemVW #learning #relational

Learning in imbalanced relational data (ASG, SV, GAWW), pp. 1–4.

ICPR-2008-KuhlTV #modelling

Model-based combined tracking and resolution enhancement (AK, TT, SV), pp. 1–4.

ICPR-2008-MoncrieffVW #privacy #visual notation

Context aware privacy in visual surveillance (SM, SV, GAWW), pp. 1–4.

ICPR-2008-NguyenLV #2d #locality

Ridge Regression for Two Dimensional Locality Preserving Projection (NTN, WL, SV), pp. 1–4.

ICPR-v3-2006-AnLV #classification #performance

Efficient Cross-validation of the Complete Two Stages in KFD Classifier Formulation (SA, WL, SV), pp. 240–244.

ICPR-v3-2006-DuongPBV #behaviour #exponential #markov #modelling #product line #recognition

Human Behavior Recognition with Generic Exponential Family Duration Modeling in the Hidden Semi-Markov Model (TVD, DQP, HHB, SV), pp. 202–207.

ICPR-v4-2006-MoncrieffVW #modelling #using

Unifying Background Models over Complex Audio using Entropy (SM, SV, GAWW), pp. 249–253.

ICPR-v4-2006-PeursumVW #linear

Observation-Switching Linear Dynamic Systems for Tracking Humans Through Unexpected Partial Occlusions by Scene Objects (PP, SV, GAWW), pp. 929–934.

ICPR-v4-2004-PeursumBVW #segmentation #using

Human Action Segmentation via Controlled Use of Missing Data in HMMs (PP, HHB, SV, GAWW), pp. 440–445.

ICPR-v1-2002-NguyenVWB #behaviour #monitoring #multi #people #using

Hierarchical Monitoring of People’s Behaviors in Complex Environments Using Multiple Cameras (NTN, SV, GAWW, HHB), pp. 13–16.

ICPR-v2-2002-ChambersVWB #gesture #recognition #video

Hierarchical Recognition of Intentional Human Gestures for Sports Video Annotation (GSC, SV, GAWW, HHB), pp. 1082–1085.

ICPR-v2-2002-PhungDV #analysis #education

Narrative Structure Analysis with Education and Training Videos for E-Learning (DQP, CD, SV), p. 835–?.

ICPR-v2-2002-TassoneWV #classification

Temporal PDMs for Gait Classification (ET, GAWW, SV), pp. 1065–1068.

ICPR-v2-2002-TruongVD

Neighborhood Coherence and Edge Based Approaches to Film Scene Extraction (BTT, SV, CD), pp. 350–353.

ICPR-v2-2000-MugurelVW #incremental #learning #multi #on the #recognition

On the Incremental Learning and Recognition of the Pattern of Movement of Multiple Labeled Objects in Dynamic Scenes (ML, SV, GAWW), pp. 2652–2655.

ICPR-v4-2000-BuiVW #framework #probability

A Probabilistic Framework for Tracking in Wide-Area Environments (HHB, SV, GAWW), pp. 4702–4705.

ICPR-v4-2000-TruongVD #automation #categorisation #identification #video

Automatic Genre Identification for Content-Based Video Categorization (BTT, SV, CD), pp. 4230–4233.

ICDAR-1999-TakatsukaCWV #distributed #representation

Symbolic Representation and Distributed Matching Strategies for Schematics (MT, TC, GAWW, SV), pp. 693–696.

ICPR-1998-HosieVW #behaviour #detection #visual notation

Classifying and detecting group behaviour from visual surveillance data (RH, SV, GAWW), pp. 602–604.

ICPR-1998-LazarescuVWC #query #video

Combining NL processing and video data to query American Football (ML, SV, GAWW, TC), pp. 1238–1240.

ICPR-1998-ShearerVB #algorithm #performance #video

An efficient least common subgraph algorithm for video indexing (KS, SV, HB), pp. 1241–1243.

ICPR-1998-WeberVS #approach

An insect-based approach to robotic homing (KW, SV, MVS), pp. 297–299.

ICPR-1996-LimVW

Resolution consideration in spatially variant sensors (FLL, SV, GAWW), pp. 795–799.

ICPR-1996-LimWV

Tracking in a space variant active vision system (FLL, GAWW, SV), pp. 745–749.

ICPR-1996-WeberVS #behaviour #mobile

Insect inspired behaviours for the autonomous control of mobile robots (KW, SV, MVS), pp. 156–160.

JCDL-2010-GreenhillAV

Interactively browsing movies in terms of action, foreshadowing and resolution (SG, BA, SV), pp. 197–200.