Year |
Citation |
Score |
2022 |
Yan L, Ma S, Wang Q, Chen Y, Zhang X, Savakis A, Liu D. Video Captioning Using Global-Local Representation. Ieee Transactions On Circuits and Systems For Video Technology : a Publication of the Circuits and Systems Society. 32: 6642-6656. PMID 37215187 DOI: 10.1109/tcsvt.2022.3177320 |
0.317 |
|
2020 |
Taufique AMN, Minnehan B, Savakis A. Benchmarking Deep Trackers on Aerial Videos. Sensors (Basel, Switzerland). 20. PMID 31963879 DOI: 10.3390/s20020547 |
0.356 |
|
2020 |
Vasu B, Savakis A. Resilience and Plasticity of Deep Network Interpretations for Aerial Imagery Ieee Access. 8: 127491-127506. DOI: 10.1109/Access.2020.3008323 |
0.33 |
|
2019 |
Minnehan B, Savakis A. Grassmann Manifold Optimization for Fast
$L_1$
-Norm Principal Component Analysis Ieee Signal Processing Letters. 26: 242-246. DOI: 10.1109/Lsp.2018.2886742 |
0.314 |
|
2018 |
Markopoulos PP, Dhanaraj M, Savakis A. Adaptive L1-Norm Principal-Component Analysis With Online Outlier Rejection Ieee Journal of Selected Topics in Signal Processing. 12: 1131-1143. DOI: 10.1109/Jstsp.2018.2874165 |
0.343 |
|
2017 |
Hssayeni M, Saxena S, Ptucha R, Savakis A. Distracted Driver Detection: Deep Learning vs Handcrafted Features Electronic Imaging. 2017: 20-26. DOI: 10.2352/Issn.2470-1173.2017.10.Imawm-162 |
0.719 |
|
2017 |
Han S, Fafard A, Kerekes J, Gartley M, Ientilucci E, Savakis A, Parhan J, Turek M, Fieldhouse K, Rovito T. Efficient generation of image chips for training deep learning algorithms Proceedings of Spie. 10202: 1020203. DOI: 10.1117/12.2261702 |
0.365 |
|
2016 |
Kumar S, Ghoraani B, Savakis A. Joint and Discriminative Dictionary Learning for Facial Expression Recognition Electronic Imaging. 2016: 1-6. DOI: 10.2352/Issn.2470-1173.2016.11.Imawm-455 |
0.455 |
|
2016 |
Minnehan B, Savakis A. Efficient pedestrian detection from aerial vehicles with object proposals and deep convolutional neural networks Proceedings of Spie - the International Society For Optical Engineering. 9844. DOI: 10.1117/12.2223270 |
0.415 |
|
2016 |
Medel J, Savakis A, Ghoraani B. A novel time-frequency feature extraction algorithm based on dictionary learning Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 4895-4899. DOI: 10.1109/ICASSP.2016.7472608 |
0.373 |
|
2015 |
Azary S, Savakis A. Grassmannian Spectral Regression for Learning and Classification International Journal On Artificial Intelligence Tools. 24. DOI: 10.1142/S0218213015400151 |
0.803 |
|
2015 |
Minnehan B, Savakis A. Aerial video mosaicking using binary feature tracking Proceedings of Spie - the International Society For Optical Engineering. 9460. DOI: 10.1117/12.2177411 |
0.435 |
|
2015 |
Savakis A, Quraishi MF, Minnehan B. Object-tracking on mobile devices using binary descriptors Proceedings of Spie - the International Society For Optical Engineering. 9408. DOI: 10.1117/12.2080786 |
0.339 |
|
2015 |
Sharma R, Savakis A. Lean histogram of oriented gradients features for effective eye detection Journal of Electronic Imaging. 24. DOI: 10.1117/1.JEI.24.6.063007 |
0.442 |
|
2015 |
Azary S, Savakis A. Grassmannian sparse representations Journal of Electronic Imaging. 24: 033008. DOI: 10.1117/1.Jei.24.3.033008 |
0.8 |
|
2014 |
Ptucha R, Savakis AE. LGE-KSVD: robust sparse representation classification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 1737-50. PMID 24808343 DOI: 10.1109/Tip.2014.2303648 |
0.759 |
|
2014 |
Savakis A, Rudra R, Ptucha R. Gesture control using active difference signatures and sparse learning Proceedings - International Conference On Pattern Recognition. 3969-3974. DOI: 10.1109/ICPR.2014.680 |
0.733 |
|
2014 |
Minnehan B, Spang H, Savakis AE. Robust and Efficient tracker using dictionary of Binary dEscriptors and Locality constraints Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8887: 589-598. |
0.341 |
|
2013 |
Savakis A, Sharma R, Kumar M. Efficient eye detection using HOG-PCA descriptor Proceedings of Spie - the International Society For Optical Engineering. 9027. DOI: 10.1117/12.2036824 |
0.4 |
|
2013 |
Knack T, Savakis A. Real-time content-aware video retargeting for tunnel vision assistance Proceedings of Spie - the International Society For Optical Engineering. 8667. DOI: 10.1117/12.2003862 |
0.397 |
|
2013 |
Ptucha R, Azary S, Savakis A. Keypoint matching and image registration using sparse representations 2013 Ieee International Conference On Image Processing, Icip 2013 - Proceedings. 780-784. DOI: 10.1109/ICIP.2013.6738161 |
0.775 |
|
2013 |
Bellmore C, Ptucha R, Savakis A. Fusion of depth and color for an improved active shape model 2013 Ieee International Conference On Image Processing, Icip 2013 - Proceedings. 330-334. DOI: 10.1109/ICIP.2013.6738068 |
0.686 |
|
2013 |
Ptucha R, Savakis A. Joint optimization of manifold learning and sparse representations 2013 10th Ieee International Conference and Workshops On Automatic Face and Gesture Recognition, Fg 2013. DOI: 10.1109/FG.2013.6553786 |
0.764 |
|
2013 |
Azary S, Savakis A. Grassmannian sparse representations and motion depth surfaces for 3D action recognition Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 492-499. DOI: 10.1109/CVPRW.2013.79 |
0.791 |
|
2013 |
Ptucha R, Savakis A. LGE-KSVD: Flexible dictionary learning for optimized sparse representation classification Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 854-861. DOI: 10.1109/CVPRW.2013.126 |
0.76 |
|
2013 |
Ptucha R, Savakis A. Manifold based sparse representation for facial understanding in natural images Image and Vision Computing. 31: 365-378. DOI: 10.1016/J.Imavis.2013.03.003 |
0.774 |
|
2013 |
Azary S, Savakis A. Grassmannian spectral regression for action recognition Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8034: 189-198. DOI: 10.1007/978-3-642-41939-3_19 |
0.811 |
|
2012 |
Azary S, Savakis A. Multi-view action classification using sparse representations on Motion History Images 2012 Western New York Image Processing Workshop, Wnyipw 2012. 5-8. DOI: 10.1109/WNYIPW.2012.6466646 |
0.78 |
|
2012 |
Savakis A, Stump M, Tsagkatakis G, Melton R, Behm G, Sterns G. Low vision assistance using face detection and tracking on android smartphones Midwest Symposium On Circuits and Systems. 1176-1179. DOI: 10.1109/MWSCAS.2012.6292235 |
0.711 |
|
2012 |
Ptucha R, Savakis A. Fusion of static and temporal predictors for unconstrained facial expression recognition Proceedings - International Conference On Image Processing, Icip. 2597-2600. DOI: 10.1109/ICIP.2012.6467430 |
0.719 |
|
2012 |
Azary S, Savakis A. A spatiotemporal descriptor based on radial distances and 3D joint tracking for action classification Proceedings - International Conference On Image Processing, Icip. 769-772. DOI: 10.1109/ICIP.2012.6466973 |
0.769 |
|
2012 |
Tsagkatakis G, Savakis A. Sparse representations and distance learning for attribute based category recognition Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6553: 29-42. DOI: 10.1007/978-3-642-35749-7_3 |
0.75 |
|
2012 |
Ptucha R, Savakis A. Towards the usage of optical flow temporal features for facial expression classification Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7432: 388-397. DOI: 10.1007/978-3-642-33191-6_38 |
0.721 |
|
2012 |
Azary S, Savakis A. 3D action classification using sparse spatio-temporal feature representations Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7432: 166-175. DOI: 10.1007/978-3-642-33191-6_17 |
0.784 |
|
2011 |
Bellmore C, Ptucha R, Savakis A. Interactive display using depth and RGB sensors for face and gesture control 2011 Western New York Image Processing Workshop, Wnyipw 2011 - Proceedings. 5-8. DOI: 10.1109/WNYIPW.2011.6122883 |
0.688 |
|
2011 |
Tsagkatakis G, Savakis A. Online distance metric learning for object tracking Ieee Transactions On Circuits and Systems For Video Technology. 21: 1810-1821. DOI: 10.1109/Tcsvt.2011.2133970 |
0.768 |
|
2011 |
Ptucha R, Tsagkatakis G, Savakis A. Manifold learning for simultaneous pose and facial expression recognition Proceedings - International Conference On Image Processing, Icip. 3021-3024. DOI: 10.1109/ICIP.2011.6116300 |
0.799 |
|
2011 |
Ptucha R, Tsagkatakis G, Savakis A. Manifold based sparse representation for robust expression recognition without neutral subtraction Proceedings of the Ieee International Conference On Computer Vision. 2136-2143. DOI: 10.1109/ICCVW.2011.6130512 |
0.817 |
|
2010 |
Tsagkatakis G, Savakis A. Manifold modeling with learned distance in random projection space for face recognition Proceedings - International Conference On Pattern Recognition. 653-656. DOI: 10.1109/ICPR.2010.165 |
0.764 |
|
2010 |
Ptucha R, Savakis A. Pose estimation using facial feature points and manifold learning Proceedings - International Conference On Image Processing, Icip. 3261-3264. DOI: 10.1109/ICIP.2010.5651238 |
0.762 |
|
2010 |
Tsagkatakis G, Savakis A. Face recognition using sparse representations and manifold learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6453: 509-518. DOI: 10.1007/978-3-642-17289-2_49 |
0.766 |
|
2010 |
Ptucha R, Savakis A. Facial expression recognition using facial features and manifold learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6455: 301-309. DOI: 10.1007/978-3-642-17277-9_31 |
0.763 |
|
2010 |
Azary S, Savakis A. View invariant activity recognition with manifold learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6454: 606-615. DOI: 10.1007/978-3-642-17274-8_59 |
0.805 |
|
2010 |
Tsagkatakis G, Savakis A. Face detection in resource constrained wireless systems Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5960: 203-220. DOI: 10.1007/978-3-642-12349-8_12 |
0.726 |
|
2010 |
Tsagkatakis G, Savakis A. A framework for object class recognition with no visual examples 2010 Western New York Image Processing Workshop, Wnyipw 2010 - Proceedings. 22-25. |
0.739 |
|
2009 |
Hannak V, Savakis A, Yang SJ, Anderson P. Concurrent evolution of feature extractors and modular artificial neural networks Proceedings of Spie - the International Society For Optical Engineering. 7347. DOI: 10.1117/12.820008 |
0.375 |
|
2009 |
Ptucha R, Savakis A. Facial pose estimation using a symmetrical feature model Proceedings - 2009 Ieee International Conference On Multimedia and Expo, Icme 2009. 1664-1667. DOI: 10.1109/ICME.2009.5202840 |
0.718 |
|
2009 |
Tsagkatakis G, Savakis A. Random projections for face detection under resource constraints Proceedings - International Conference On Image Processing, Icip. 1233-1236. DOI: 10.1109/ICIP.2009.5413651 |
0.731 |
|
2009 |
Tsagkatakis G, Savakis A. A random projections model for object tracking under variable pose and multi-camera views 2009 3rd Acm/Ieee International Conference On Distributed Smart Cameras, Icdsc 2009. DOI: 10.1109/ICDSC.2009.5289384 |
0.719 |
|
2009 |
Kholgade N, Savakis A. Human activity recognition using the 4D spatiotemporal shape context descriptor Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5876: 357-366. DOI: 10.1007/978-3-642-10520-3_33 |
0.323 |
|
2008 |
Kholgade N, Savakis A. Human activity recognition in video using two methods for matching shape contexts of silhouettes Proceedings of Spie - the International Society For Optical Engineering. 6961. DOI: 10.1117/12.777764 |
0.316 |
|
2008 |
Tsagkatakis G, Zervakis M, Savakis A. Multiple description based image transmission with low density parity check codes Proceedings - International Conference On Image Processing, Icip. 2040-2043. DOI: 10.1109/ICIP.2008.4712186 |
0.667 |
|
2007 |
Savakis A, Luo J, Kane M. Bayesian networks for image understanding Bayesian Network Technologies: Applications and Graphical Models. 128-150. DOI: 10.4018/978-1-59904-141-4.ch007 |
0.321 |
|
2007 |
Savakis A, Erhard M, Schimmel J, Hnatow J. A multi-camera system for real-time pose estimation Proceedings of Spie - the International Society For Optical Engineering. 6560. DOI: 10.1117/12.719633 |
0.358 |
|
2007 |
Savakis A, Higgs D. Parts-based face detection at multiple views Visapp 2007 - 2nd International Conference On Computer Vision Theory and Applications, Proceedings. 298-301. |
0.342 |
|
2007 |
Savakis A, Schimmel J. Facial pose estimation for image retrieval Visapp 2007 - 2nd International Conference On Computer Vision Theory and Applications, Proceedings. 173-177. |
0.35 |
|
2004 |
Serrano N, Savakis AE, Luo J. Improved scene classification using efficient low-level features and semantic cues Pattern Recognition. 37: 1773-1784. DOI: 10.1016/J.Patcog.2004.03.003 |
0.334 |
|
2004 |
Kane MJ, Savakis A. Bayesian network structure learning and inference in indoor vs. outdoor image classification Proceedings - International Conference On Pattern Recognition. 2: 479-482. |
0.336 |
|
2003 |
Lotti AC, Savakis A. Automated event clustering and quality screening of consumer pictures for digital albuming Ieee Transactions On Multimedia. 5: 390-402. DOI: 10.1109/Tmm.2003.814723 |
0.324 |
|
2002 |
Serrano N, Savakis A, Luo J. A computationally efficient approach to indoor/outdoor scene classification Proceedings - International Conference On Pattern Recognition. 16: 146-149. |
0.341 |
|
2001 |
Luo J, Savakis A. Indoor vs outdoor classification of consumner photographs using low-level and semantic features Ieee International Conference On Image Processing. 2: 745-748. |
0.327 |
|
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