Year: 2018
2018
Publication Teaser Exploiting Relational Information in Social Networks using Geometric Deep Learning on Hypergraphs
D. Arya, M. Worring
In ACM International Conference on Multimedia Retrieval 2018.
[bibtex] [pdf] [url]
CNN based Learning using Reflection and Retinex Models for Intrinsic Image Decomposition
A. S. Baslamisli, H. A. Le, T. Gevers
In IEEE Conference on Computer Vision and Pattern Recognition 2018.
[bibtex] [url]
Joint Learning of Intrinsic Images and Semantic Segmentation
A. S. Baslamisli, T. T. Groenestege, P. Das, H. A. Le, S. Karaoglu, T. Gevers
In European Conference on Computer Vision 2018.
[bibtex] [url]
Clothing identification via deep learning: forensic applications
M. Bedeli, Z. J. M. H. Geradts, E. Van Eijk
In Forensic Sciences Research 2018.
[bibtex] [url]
Action recognition with dynamic image networks
H. Bilen, B. Fernando, E. Gavves, A. Vedaldi
In IEEE Transactions on Pattern Analysis and Machine Intelligence 2018.
[bibtex] [url]
Transdisciplinary strategies for digital investigation challenges
E. Casey, Z. J. M. H. Geradts, B. Nikkel
In Digital Investigation 2018.
[bibtex] [url]
Automatic Estimation of Taste Liking through Facial Expression Dynamics
H. Dibeklioglu, T. Gevers
In IEEE Transactions on Affective Computing 2018.
[bibtex] [url]
Publication Teaser Predicting Visual Features from Text for Image and Video Caption Retrieval
J. Dong, X. Li, C. G. M. Snoek
In IEEE Transactions on Multimedia 2018.
[bibtex] [pdf] [url]
Using Mathematical Morphology to Simplify Archaeological Fracture Surfaces
H. ElNaghy, L. Dorst
In Symposium on Geometry Processing 2018.
[bibtex] [url]
Evaluating OpenFace: an open-source automatic facial comparison algorithm for forensics
A. Fydanaki, Z. J. M. H. Geradts
In Forensic Sciences Research 2018.
[bibtex] [url]
Publication Teaser Actor and Action Video Segmentation From a Sentence
K. Gavrilyuk, A. Ghodrati, Z. Li, C. G. M. Snoek
In IEEE Conference on Computer Vision and Pattern Recognition 2018.
[bibtex] [pdf] [url]
Reflectance and natural illumination from single-material specular objects using deep learning
S. Georgoulis, K. Rematas, T. Ritschel, E. Gavves, M. Fritz, L. Van Gool, T. Tuytelaars
In IEEE Transactions on Pattern Analysis and Machine Intelligence 2018.
[bibtex] [url]
Digital, big data and computational forensics
Z. J. M. H. Geradts
In Forensic Sciences Research 2018.
[bibtex] [url]
Publication Teaser Video Time: Properties, Encoders and Evaluation
A. Ghodrati, E. Gavves, C. G. M. Snoek
In British Machine Vision Conference 2018.
[bibtex] [pdf] [url]
Deep Nearest Class Mean Classifiers
S. Guerriero, B. Caputo, T. E. J. Mensink
In International Conference on Learning Representations Workshops 2018.
[bibtex] [url]
Publication Teaser Using phase instead of optical flow for action recognition
O. Hommos, S. L. Pintea, P. S. M. Mettes, J. C. van Gemert
In European Conference on Computer Vision, Workshop What is Optical Flow for? 2018.
[bibtex] [url]
i-RevNet: Deep Invertible Networks
J-H. Jacobsen, A. W. M. Smeulders, E. Oyallon
In International Conference on Learning Representations 2018.
[bibtex] [pdf] [url]
Next generation of Exascale-class systems: ExaNeSt project and the status of its interconnect and storage development
M. Katevenis, R. Ammendola, A. Biagioni, P. Cretaro, O. Frezza, F. Lo Cicero, A. Lonardo, M. Martinelli, P. S. Paolucci, E. Pastorelli, F. Simula, P. Vicini, G. Taffoni, J. A. Pascual, J. Navaridas, M. Lujan, J. Goodacre, B. Lietzow, M. L. Kersten
In Microprocessors and Microsystems - Embedded Hardware Design 2018.
[bibtex] [url]
Finding the Pitfalls in Query Performance
M. L. Kersten, P. Koutsourakis, Y. Zhang
In International Workshop on Testing Database Systems 2018.
[bibtex] [url]
Estimating small differences in car-pose from orbits
B. Kicanaoglu, R. Tao, A. W. M. Smeulders
In British Machine Vision Conference 2018.
[bibtex] [url]
Three for one and one for three: Flow, Segmentation, and Surface Normals
H. A. Le, A. S. Baslamisli, T. E. J. Mensink, T. Gevers
In British Machine Vision Conference 2018.
[bibtex] [url]
Publication Teaser VideoLSTM Convolves, Attends and Flows for Action Recognition
Z. Li, K. Gavrilyuk, E. Gavves, M. Jain, C. G. M. Snoek
In Computer Vision and Image Understanding 2018.
[bibtex] [pdf] [url]
Publication Teaser Searching and Matching Texture-free 3D Shapes in Images
S. Liao, Gavves E., C. G. M. Snoek
In ACM International Conference on Multimedia Retrieval 2018.
[bibtex] [pdf] [url]
Expression-invariant Age Estimation Using Structured Learning
Z. Lou, F. Alnajar, J. M. Alvarez, N. Hu, T. Gevers
In IEEE Transactions on Pattern Analysis and Machine Intelligence 2018.
[bibtex] [url]
Google timeline accuracy assessment and error prediction
A. Macarulla Rodriguez, C. Tiberius, R. Van Bree, Z. J. M. H. Geradts
In Forensic Sciences Research 2018.
[bibtex] [url]
Category Specific Post Popularity Prediction
M. Mazloom, I. Papi, M. Worring
In International Conference on MultiMedia Modeling 2018.
[bibtex] [pdf] [url]
Source camera identification using Photo Response Non-Uniformity on WhatsApp
C. Meij, Z. J. M. H. Geradts
In Digital Investigation 2018.
[bibtex] [url]
Cheat me not: automated proctoring of digital exams on Bring-Your-Own-Device
G. Migut, D. C. Koelma, C. G. M. Snoek, N. Brouwer-Zupancic
In ACM Conference on Innovation and Technology in Computer Science Education 2018.
[bibtex] [pdf] [url]
Temporally Efficient Deep Learning with Spikes
P. O'Connor, E. Gavves, M. Welling
In International Conference on Learning Representations 2018.
[bibtex] [url]
Initialized Equilibrium Propagation for Backprop-Free Training
P. O'Connor, E. Gavves, M. Welling
In International Conference on Machine Learning, Workshop on Credit Assignment in Deep Learning and Deep Reinforcement Learning 2018.
[bibtex] [url]
BOCK: Bayesian Optimization with Cylindrical Kernels
C. Oh, E. Gavves, M. Welling
In International Conference on Machine Learning 2018.
[bibtex] [url]
Asymmetric kernel in Gaussian Processes for learning target variance
S. L. Pintea, J. C. van Gemert, A. W. M. Smeulders
In Pattern Recognition Letters 2018.
[bibtex] [pdf] [url]
Rethinking Summarization and Storytelling for Modern Social Multimedia
S. Rudinac, T. Chua, N. Diaz-Ferreyra, G. Friedland, T. Gornostaja, B. Huet, R. Kaptein, K. Linden, M. Moens, J. Peltonen, M. Redi, M. Schedl, D. A. Shamma, A. F. Smeaton, L. Xie
In International Conference on MultiMedia Modeling 2018.
[bibtex] [url]
Real-World Repetition Estimation by Div, Grad and Curl
T. F. H. Runia, C. G. M. Snoek, A. W. M. Smeulders
In IEEE Conference on Computer Vision and Pattern Recognition 2018.
[bibtex] [pdf] [url]
Primitive Motion Types for Learning from Instructional Video
T. F. H. Runia, C. G. M. Snoek, A. W. M. Smeulders
In IEEE Conference on Computer Vision and Pattern Recognition Workshops 2018.
[bibtex] [pdf] [url]
Improving Word Embedding Compositionality using Lexicographic Definitions
T. Scheepers, E. Kanoulas, E. Gavves
In International Conference on World Wide Web 2018.
[bibtex] [url]
Fast in-database cross-matching of high-cadence, high-density source lists with an up-to-date sky model
B. Scheers, S. Bloemen, H. Muhleisen, P. Schellart, A. van Elteren, M. L. Kersten, P.J. Groot
In Astronomy and Computing 2018.
[bibtex] [url]
Publication Teaser Crowd Counting With Deep Negative Correlation Learning
Z. Shi, L. Zhang, Y. Liu, X. Cao, Y. Ye, M-M. Cheng, G. Zheng
In IEEE Conference on Computer Vision and Pattern Recognition 2018.
[bibtex] [pdf] [url]
Dynamic Adaptation on Non-Stationary Visual Domains
S. Shkodrani, M. Hofmann, E. Gavves
In European Conference on Computer Vision, Workshop in Transferring and Adapting Source Knowledge in Computer Vision and VISDA Challenge 2018.
[bibtex] [url]
ArtSight: An Artistic Data Exploration Engine
G. Strezoski, I Groenen, J. Besenbruch, M. Worring
In ACM International Conference on Multimedia 2018.
[bibtex] [url]
OmniArt: A Large-scale Artistic Benchmark
G. Strezoski, M. Worring
In ACM Transactions on Multimedia Computing, Communications and Applications 2018.
[bibtex] [url]
Long-Term Tracking in the Wild: A Benchmark
J. Valmadre, L. Bertinetto, J. F. Henriques, R. Tao, A. Vedaldi, A. W. M. Smeulders, P. H. S. Torr, E. Gavves
In European Conference on Computer Vision 2018.
[bibtex] [url]
Critical review of the use and scientific basis of forensic gait analysis
N. M. Van Mastrigt, K. Celie, A. L. Mieremet, A. C. C. Ruifrok, Z. J. M. H. Geradts
In Forensic Sciences Research 2018.
[bibtex] [url]
RoboCup Rescue Simulation Machine Learning Workshop
A. Visser, L. G. Nardin, S. J. Castro
In RoboCup 2018.
[bibtex] [url]
Publication Teaser Subitizing with Variational Autoencoders
R. Wever, T. F. H. T. Runia
In European Conference on Computer Vision, Workshop on Brain-Driven Computer Vision 2018.
[bibtex] [url]
Publication Teaser Blackthorn: Large-Scale Interactive Multimodal Learning
J. Zahalka, S. Rudinac, B. Jonsson, D. C. Koelma, M. Worring
In IEEE Transactions on Multimedia 2018.
[bibtex] [url]
3dcontextnet: Kd tree Guided Hierarchical Learning of Point Clouds Using Local Contextual Cues
W. Zeng, T. Gevers
In European Conference on Computer Vision Workshops 2018.
[bibtex] [url]
Love at First Sight: MonetDB/TensorFlow
Y. Zhang, R. Koopmanschap, M. L. Kersten
In IEEE International Conference on Data Engineering 2018.
[bibtex] [url]
Publication Teaser Pixel-level Semantics Guided Image Colorization
J. Zhao, L. Liu, and C. G. M. Snoek, J. Han, L. Shao
In British Machine Vision Conference 2018.
[bibtex] [pdf] [url]
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