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2020 – today
- 2021
[j17]Oyebade K. Oyedotun
, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Deep network compression with teacher latent subspace learning and LASSO. Appl. Intell. 51(2): 834-853 (2021)- [i10]Kseniya Cherenkova, Djamila Aouada, Gleb Gusev:
PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D. CoRR abs/2101.04493 (2021) - 2020
- [j16]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Improved Highway Network Block for Training Very Deep Neural Networks. IEEE Access 8: 176758-176773 (2020) - [j15]Enjie Ghorbel, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Fast Adaptive Reparametrization (FAR) With Application to Human Action Recognition. IEEE Signal Process. Lett. 27: 580-584 (2020) - [c63]Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Djamila Aouada:
3DBooSTeR: 3D Body Shape and Texture Recovery. ECCV Workshops (2) 2020: 726-740 - [c62]Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Konstantinos Papadopoulos, Julian Chibane, Gerard Pons-Moll, Gleb Gusev, David Fofi, Djamila Aouada, Björn E. Ottersten:
SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results. ECCV Workshops (2) 2020: 741-755 - [c61]Konstantinos Papadopoulos, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten:
DeepVI: A Novel Framework for Learning Deep View-Invariant Human Action Representations using a Single RGB Camera. FG 2020: 138-145 - [c60]Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev:
Towards Automatic CAD Modeling from 3D Scan Sketch based Representation. VISIGRAPP (1: GRAPP) 2020: 392-398 - [c59]Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev, Björn E. Ottersten:
3d Deformation Signature for Dynamic Face Recognition. ICASSP 2020: 2138-2142 - [c58]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Going Deeper With Neural Networks Without Skip Connections. ICIP 2020: 1756-1760 - [c57]Kseniya Cherenkova, Djamila Aouada, Gleb Gusev:
Pvdeconv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D. ICIP 2020: 2741-2745 - [c56]Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev:
3D Sparse Deformation Signature for Dynamic Face Recognition. ICIP 2020: 2835-2839 - [c55]Oyebade K. Oyedotun, Djamila Aouada:
Why Do Deep Neural Networks with Skip Connections and Concatenated Hidden Representations Work? ICONIP (3) 2020: 380-392 - [c54]Renato Baptista, Alexandre Saint, Kassem Al Ismaeil, Djamila Aouada:
Towards Generalization of 3D Human Pose Estimation in the Wild. ICPR Workshops (1) 2020: 72-81 - [c53]Anis Kacem, Hamza Ben Abdesslam, Kseniya Cherenkova, Djamila Aouada:
Space-Time Triplet Loss Network for Dynamic 3D Face Verification. ICPR Workshops (1) 2020: 82-90 - [c52]Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten:
Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO. WACV 2020: 2266-2275 - [i9]Renato Baptista, Alexandre Saint, Kassem Al Ismaeil, Djamila Aouada:
Towards Generalization of 3D Human Pose Estimation In The Wild. CoRR abs/2004.09989 (2020) - [i8]Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Djamila Aouada:
3DBooSTeR: 3D Body Shape and Texture Recovery. CoRR abs/2010.12670 (2020) - [i7]Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Konstantinos Papadopoulos, Julian Chibane, Gerard Pons-Moll, Gleb Gusev, David Fofi, Djamila Aouada, Björn E. Ottersten:
SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results. CoRR abs/2010.13508 (2020)
2010 – 2019
- 2019
- [j14]Renato Baptista, Enjie Ghorbel, Abd El Rahman Shabayek, Florent Moissenet, Djamila Aouada, Alice Douchet, Mathilde André, Julien Pager, Stéphane Bouilland:
Home self-training: Visual feedback for assisting physical activity for stroke survivors. Comput. Methods Programs Biomed. 176: 111-120 (2019) - [j13]Konstantinos Papadopoulos, Girum G. Demisse, Enjie Ghorbel, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
Localized Trajectories for 2D and 3D Action Recognition. Sensors 19(16): 3503 (2019) - [c51]Konstantinos Papadopoulos, Enjie Ghorbel, Renato Baptista, Djamila Aouada, Björn E. Ottersten:
Two-Stage RGB-Based Action Detection Using Augmented 3D Poses. CAIP (1) 2019: 26-35 - [c50]Renato Baptista, Enjie Ghorbel, Konstantinos Papadopoulos, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
View-invariant Action Recognition from RGB Data via 3D Pose Estimation. ICASSP 2019: 2542-2546 - [c49]Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten:
Learning to Fuse Latent Representations for Multimodal Data. ICASSP 2019: 3122-3126 - [c48]Alexandre Saint, Abd El Rahman Shabayek, Kseniya Cherenkova, Gleb Gusev, Djamila Aouada, Björn E. Ottersten:
Bodyfitr: Robust Automatic 3D Human Body Fitting. ICIP 2019: 484-488 - [c47]Enjie Ghorbel, Konstantinos Papadopoulos, Renato Baptista, Himadri Pathak, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
A View-invariant Framework for Fast Skeleton-based Action Recognition using a Single RGB Camera. VISIGRAPP (5: VISAPP) 2019: 573-582 - [i6]Konstantinos Papadopoulos, Girum G. Demisse, Enjie Ghorbel, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
Localized Trajectories for 2D and 3D Action Recognition. CoRR abs/1904.05244 (2019) - [i5]Hassan Afzal, Djamila Aouada, Michel Antunes, David Fofi, Bruno Mirbach, Björn E. Ottersten:
Bi-objective Framework for Sensor Fusion in RGB-D Multi-View Systems: Applications in Calibration. CoRR abs/1905.09939 (2019) - [i4]Konstantinos Papadopoulos, Enjie Ghorbel, Djamila Aouada, Björn E. Ottersten:
Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition. CoRR abs/1912.09745 (2019) - 2018
- [j12]Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Deformation Based Curved Shape Representation. IEEE Trans. Pattern Anal. Mach. Intell. 40(6): 1338-1351 (2018) - [j11]Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Deformation-Based 3D Facial Expression Representation. ACM Trans. Multim. Comput. Commun. Appl. 14(1s): 17:1-17:22 (2018) - [j10]Hassan Afzal, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Full 3D Reconstruction of Non-Rigidly Deforming Objects. ACM Trans. Multim. Comput. Commun. Appl. 14(1s): 24:1-24:23 (2018) - [c46]Alexandre Saint, Eman Ahmed, Abd El Rahman Shabayek, Kseniya Cherenkova, Gleb Gusev, Djamila Aouada, Björn E. Ottersten:
3DBodyTex: Textured 3D Body Dataset. 3DV 2018: 495-504 - [c45]Girum G. Demisse, Konstantinos Papadopoulos, Djamila Aouada, Björn E. Ottersten:
Pose Encoding for Robust Skeleton-Based Action Recognition. CVPR Workshops 2018: 188-194 - [c44]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Highway Network Block With Gates Constraints for Training Very Deep Networks. CVPR Workshops 2018: 1658-1667 - [c43]Konstantinos Papadopoulos, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
A Revisit of Action Detection Using Improved Trajectories. ICASSP 2018: 2067-2071 - [c42]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Improving the Capacity of Very Deep Networks with Maxout Units. ICASSP 2018: 2971-2975 - [c41]Renato Baptista, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Deformation-Based Abnormal Motion Detection using 3D Skeletons. IPTA 2018: 1-6 - [c40]Renato Baptista, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
Anticipating Suspicious Actions using a Small Dataset of Action Templates. VISIGRAPP (5: VISAPP) 2018: 380-386 - [i3]Eman Ahmed, Alexandre Saint, Abd El Rahman Shabayek, Kseniya Cherenkova, Rig Das, Gleb Gusev, Djamila Aouada, Björn E. Ottersten:
Deep Learning Advances on Different 3D Data Representations: A Survey. CoRR abs/1808.01462 (2018) - 2017
- [j9]Kassem Al Ismaeil, Djamila Aouada, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten:
Real-Time Enhancement of Dynamic Depth Videos with Non-Rigid Deformations. IEEE Trans. Pattern Anal. Mach. Intell. 39(10): 2045-2059 (2017) - [c39]Michel Antunes, João P. Barreto, Djamila Aouada, Björn E. Ottersten:
Unsupervised Vanishing Point Detection and Camera Calibration from a Single Manhattan Image with Radial Distortion. CVPR 2017: 6691-6699 - [c38]Oyebade K. Oyedotun, Girum G. Demisse, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Facial Expression Recognition via Joint Deep Learning of RGB-Depth Map Latent Representations. ICCV Workshops 2017: 3161-3168 - [c37]Abd El Rahman Shabayek, Djamila Aouada, Alexandre Saint, Björn E. Ottersten:
Deformation transfer of 3D human shapes and poses on manifolds. ICIP 2017: 220-224 - [c36]Konstantinos Papadopoulos, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
Enhanced trajectory-based action recognition using human pose. ICIP 2017: 1807-1811 - [c35]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Training Very Deep Networks via Residual Learning with Stochastic Input Shortcut Connections. ICONIP (2) 2017: 23-33 - [c34]Renato Baptista, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
Video-based Feedback for Assisting Physical Activity. VISIGRAPP (5: VISAPP) 2017: 274-280 - 2016
- [j8]Kassem Al Ismaeil, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Enhancement of dynamic depth scenes by upsampling for precise super-resolution (UP-SR). Comput. Vis. Image Underst. 147: 38-49 (2016) - [j7]Alejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Björn E. Ottersten:
Feature engineering strategies for credit card fraud detection. Expert Syst. Appl. 51: 134-142 (2016) - [c33]Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Similarity Metric for Curved Shapes in Euclidean Space. CVPR 2016: 5042-5050 - [c32]Michel Antunes, Renato Baptista, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Visual and Human-Interpretable Feedback for Assisting Physical Activity. ECCV Workshops (2) 2016: 115-129 - [c31]Ignacio Rocco Spremolla, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
RGB-D and Thermal Sensor Fusion - Application in Person Tracking. VISIGRAPP (3: VISAPP) 2016: 612-619 - [c30]Michel Antunes, Djamila Aouada, Björn E. Ottersten:
A revisit to human action recognition from depth sequences: Guided SVM-sampling for joint selection. WACV 2016: 1-8 - 2015
- [j6]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
A novel cost-sensitive framework for customer churn predictive modeling. Decis. Anal. 2: 5 (2015) - [j5]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
Example-dependent cost-sensitive decision trees. Expert Syst. Appl. 42(19): 6609-6619 (2015) - [j4]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Thomas Solignac, Björn E. Ottersten:
Unified multi-lateral filter for real-time depth map enhancement. Image Vis. Comput. 41: 26-41 (2015) - [c29]Hassan Afzal, Djamila Aouada, François Destelle, Bruno Mirbach, Björn E. Ottersten:
View-Independent Enhanced 3D Reconstruction of Non-rigidly Deforming Objects. CAIP (2) 2015: 712-724 - [c28]Kassem Al Ismaeil, Djamila Aouada, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten:
Real-time non-rigid multi-frame depth video super-resolution. CVPR Workshops 2015: 8-16 - [c27]Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Template-based statistical shape modelling on deformation space. ICIP 2015: 4386-4390 - [c26]Alejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Björn E. Ottersten:
Detecting Credit Card Fraud Using Periodic Features. ICMLA 2015: 208-213 - [c25]Djamila Aouada, Kassem Al Ismaeil, Björn E. Ottersten:
Patch-based Statistical Performance Analysis of Upsampling for Precise Super-Resolution. VISAPP (1) 2015: 186-193 - [i2]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
Ensemble of Example-Dependent Cost-Sensitive Decision Trees. CoRR abs/1505.04637 (2015) - 2014
- [c24]Hassan Afzal, Kassem Al Ismaeil, Djamila Aouada, François Destelle, Bruno Mirbach, Björn E. Ottersten:
Kinect Deform: Enhanced 3D Reconstruction of Non-rigidly Deforming Objects. 3DV (Workshops) 2014: 7-13 - [c23]Djamila Aouada, Dalia Khader:
SPN2: Single-sided privacy preserving nearest neighbor and its application to face recognition. AVSS 2014: 31-36 - [c22]Djamila Aouada, Kassem Al Ismaeil, Kedija Kedir Idris, Björn E. Ottersten:
Surface UP-SR for an improved face recognition using low resolution depth cameras. AVSS 2014: 107-112 - [c21]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
Example-Dependent Cost-Sensitive Logistic Regression for Credit Scoring. ICMLA 2014: 263-269 - [c20]Hassan Afzal, Djamila Aouada, David Font, Bruno Mirbach, Björn E. Ottersten:
RGB-D Multi-view System Calibration for Full 3D Scene Reconstruction. ICPR 2014: 2459-2464 - [c19]Alejandro Correa Bahnsen, Aleksandar Stojanovic, Djamila Aouada, Björn E. Ottersten:
Improving Credit Card Fraud Detection with Calibrated Probabilities. SDM 2014: 677-685 - 2013
- [j3]Frederic Garcia, Djamila Aouada, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten:
Real-time depth enhancement by fusion for RGB-D cameras. IET Comput. Vis. 7(5): 335-345 (2013) - [c18]Kassem Al Ismaeil, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Depth Super-Resolution by Enhanced Shift and Add. CAIP (2) 2013: 100-107 - [c17]Kassem Al Ismaeil, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Dynamic super resolution of depth sequences with non-rigid motions. ICIP 2013: 660-664 - [c16]Alejandro Correa Bahnsen, Aleksandar Stojanovic, Djamila Aouada, Björn E. Ottersten:
Cost Sensitive Credit Card Fraud Detection Using Bayes Minimum Risk. ICMLA (1) 2013: 333-338 - [c15]Kassem Al Ismaeil, Djamila Aouada, Björn E. Ottersten, Bruno Mirbach:
Multi-frame super-resolution by enhanced shift & add. ISPA 2013: 171-176 - 2012
- [j2]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Real-Time Distance-Dependent Mapping for a Hybrid ToF Multi-Camera Rig. IEEE J. Sel. Top. Signal Process. 6(5): 425-436 (2012) - [c14]Frederic Garcia, Djamila Aouada, Hashim Kemal Abdella, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten:
Depth Enhancement by Fusion for Passive and Active Sensing. ECCV Workshops (3) 2012: 506-515 - [c13]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Spatio-temporal ToF data enhancement by fusion. ICIP 2012: 981-984 - [c12]Kassem Al Ismaeil, Djamila Aouada, Björn E. Ottersten:
Bilateral filter evaluation based on exponential kernels. ICPR 2012: 258-261 - 2011
- [c11]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Thomas Solignac, Björn E. Ottersten:
A new multi-lateral filter for real-time depth enhancement. AVSS 2011: 42-47 - [c10]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Thomas Solignac, Björn E. Ottersten:
Real-time hybrid ToF multi-camera rig fusion system for depth map enhancement. CVPR Workshops 2011: 1-8 - [c9]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Spiral colour model: Reduction from 3-D to 2-D. ICASSP 2011: 1305-1308 - [c8]Shishir Nagaraja, Péter Schaffer, Djamila Aouada:
Who clicks there!: anonymising the photographer in a camera saturated society. WPES 2011: 13-22 - [i1]Péter Schaffer, Djamila Aouada, Shishir Nagaraja:
Who clicks there!: Anonymizing the photographer in a camera saturated society. CoRR abs/1106.2696 (2011) - 2010
- [j1]Djamila Aouada, Hamid Krim:
Squigraphs for Fine and Compact Modeling of 3-D Shapes. IEEE Trans. Image Process. 19(2): 306-321 (2010) - [c7]Djamila Aouada, Yuliy Baryshnikov, Hamid Krim:
Mahalanobis-based Adaptive Nonlinear Dimension Reduction. ICPR 2010: 742-745
2000 – 2009
- 2009
- [c6]Djamila Aouada, Hamid Krim:
Novel similarity invariant for space curves using turning angles and its application to object recognition. ICASSP 2009: 1277-1280 - [c5]Djamila Aouada, Hamid Krim:
Meaningful 3D shape partitioning using Morse functions. ICIP 2009: 417-420 - 2008
- [c4]Djamila Aouada, Hamid Krim:
3D object recognition using fully intrinsic skeletal graphs. Computational Imaging 2008: 681409 - [c3]Djamila Aouada, David W. Dreisigmeyer, Hamid Krim:
Geometric modeling of rigid and non-rigid 3D shapes using the global geodesic function. CVPR Workshops 2008: 1-8 - 2007
- [c2]Shuo Feng, Djamila Aouada, Hamid Krim, Irina A. Kogan:
3D Mixed Invariant and its Application on Object Classification. ICASSP (1) 2007: 461-464 - [c1]Djamila Aouada, Shuo Feng, Hamid Krim:
Statistical Analysis of the Global Geodesic Function for 3D Object Classification. ICASSP (1) 2007: 645-648
Coauthor Index
[j17] [j16] [j15] [c62] [c61] [c59] [c58] [c52] [i7] [j13] [c51] [c50] [c49] [c48] [c47] [i6] [i5] [i4] [j12] [j11] [j10] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [i3] [j9] [c39] [c38] [c37] [c36] [c35] [c34] [j8] [j7] [c33] [c32] [c31] [c30] [j6] [j5] [j4] [c29] [c28] [c27] [c26] [c25] [i2] [c24] [c22] [c21] [c20] [c19] [j3] [c18] [c17] [c16] [c15] [j2] [c14] [c13] [c12] [c11] [c10] [c9]
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