Filters








93 Hits in 6.1 sec

Image-Driven Furniture Style for Interactive 3D Scene Modeling [article]

Tomer Weiss, Ilkay Yildiz, Nitin Agarwal, Esra Ataer-Cansizoglu, Jae-Woo Choi
2020 arXiv   pre-print
We demonstrate our method with several 3D model style-compatibility results, and with an interactive system for modeling style-consistent scenes.  ...  Based on image embeddings extracted from our network, we measure stylistic compatibility of furniture.  ...  To find with style-compatible furniture suggestions.  ... 
arXiv:2010.10557v1 fatcat:v4xfxonx35axxnyp7utgxq24uy

Learning Furniture Compatibility with Graph Neural Networks [article]

Luisa F. Polania, Mauricio Flores, Yiran Li, Matthew Nokleby
2020 arXiv   pre-print
In the first model, a generalized contrastive loss function that promotes the generation of clustered embeddings for items belonging to the same furniture set is introduced.  ...  We propose a graph neural network (GNN) approach to the problem of predicting the stylistic compatibility of a set of furniture items from images.  ...  The binary cross-entropy loss is used as the loss function for training Model II.  ... 
arXiv:2004.07268v1 fatcat:kpcnzqbjnbfixaxbrvmrex2lxe

Learning Furniture Compatibility with Graph Neural Networks

Luisa F. Polania, Mauricio Flores, Matthew Nokleby, Yiran Li
2020 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)  
In the first model, a generalized contrastive loss function that promotes the generation of clustered embeddings for items belonging to the same furniture set is introduced.  ...  We propose a graph neural network (GNN) approach to the problem of predicting the stylistic compatibility of a set of furniture items from images.  ...  The binary cross-entropy loss is used as the loss function for training Model II.  ... 
doi:10.1109/cvprw50498.2020.00191 dblp:conf/cvpr/PolaniaFNL20 fatcat:avlfxcxbvfcj7fk3ggba6phqyy

Identifying Style of 3D Shapes using Deep Metric Learning

Isaak Lim, Anne Gehre, Leif Kobbelt
2016 Computer graphics forum (Print)  
Abstract We present a method that expands on previous work in learning human perceived style similarity across objects with different structures and functionalities.  ...  We also tackle the problem of training our neural networks on relatively small datasets and show that we achieve style classification accuracy competitive with the state of the art.  ...  Furthermore, we thank Alexander Dielen for help with the implementation.  ... 
doi:10.1111/cgf.12977 fatcat:uqid37fj5bel5k4rxsg3t6b3fi

UVStyle-Net: Unsupervised Few-shot Learning of 3D Style Similarity Measure for B-Reps [article]

Peter Meltzer, Hooman Shayani, Amir Khasahmadi, Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph Lambourne
2021 arXiv   pre-print
More importantly, the few-shot learning accounts for the inherent subjectivity associated with style.  ...  We also show it is able to generate meaningful style gradients with respect to the input shape, and that few-shot learning with as few as two positive examples selected by an end-user is sufficient to  ...  [24] use hand-crafted features (i.e. curvature histograms) with a supervised triplet loss to learn furniture compatibility, while Lun et al.  ... 
arXiv:2105.02961v3 fatcat:sxdznzourzddnbtvaz3g4yy2kq

Learning visual similarity for product design with convolutional neural networks

Sean Bell, Kavita Bala
2015 ACM Transactions on Graphics  
The 256D embedding is visualized in 2D with t-SNE. Photo credit: Crisp Architects and Rob Karosis (photographer).  ...  With such a multi-domain embedding, we demonstrate several applications of visual search including identifying products in scenes and finding stylistically similar products.  ...  Figure 14 : Style search: example cross-category queries.  ... 
doi:10.1145/2766959 fatcat:2wiftcztdfa4rlhbwxeclyni3a

Lynx: Automatic Elderly Behavior Prediction in Home Telecare

Jose Manuel Lopez-Guede, Aitor Moreno-Fernandez-de-Leceta, Alexeiw Martinez-Garcia, Manuel Graña
2015 BioMed Research International  
The system usability and reliability have been tested in real-life conditions, with an accuracy larger than 81%.  ...  If the system detects that something unusual happens (in a wide sense) or if something is wrong relative to the user's health habits or medical recommendations, it sends at real-time alarm to the family  ...  The Computational Intelligence Group is funded by the Basque Government with Grant IT874-13.  ... 
doi:10.1155/2015/201939 pmid:26783514 pmcid:PMC4689880 fatcat:2pm6tquoxfebvpszycdaeogzb4

Journal of Computer Science IJCSIS March 2021 Full Volume

IJCSIS Editor
2021 Zenodo  
The correct classification rate of the proposed system with 5-fold cross-validation was 68.99%.  ...  The final decision will be the class with the most significant number of votes.  ... 
doi:10.5281/zenodo.5571271 fatcat:iao6mhiihfhjlp4b5mcqo3ybta

Molecular typing of bacteria for epidemiological surveillance and outbreak investigation / Molekulare Typisierung von Bakterien für die epidemiologische Überwachung und Ausbruchsabklärung

Werner Ruppitsch
2016 Die Bodenkultur  
Constant confrontations with microbial threats pose major challenges to human and animal health, agricultural and food production, and public safety.  ...  Strain ID VPI Serogroup CTX toxR Toxine genes tcpI tcpA (class.) tcpA* vpi R ssrA vpi L Vc- O139 Vc- O1 ctxA zot ace st hlyA (class.)  ...  Backward compatibility of NGS to former methods can be maintained by the extraction of the respective information from NGS data (Hyden et al., 2016) .  ... 
doi:10.1515/boku-2016-0017 fatcat:edhax7a2ovcwnphgvgzmjt5smy

Theory and Practice in the Teaching of Composition: Processing, Distancing, and Modeling

Ralph F. Voss, Miles Myers, James Gray
1984 College composition and communication  
Part three, dealing with distancing, contains two articles defining "talk-write" as a behavioral pedagogy for composition and explaining its application in ti-e classroom; and five articles on function  ...  In class, the students are learning a sense of style by ear. They hear many examples written in the same style but with different content, and they hear many examples of contrasting styles.  ...  Triplets like that are characteristic of the fancier tones. In the last two sentences we have the balanced device of chiasmus, a criss-cross relation of paralletideas.  ... 
doi:10.2307/357808 fatcat:3jyq3bl555hghcfsmyzvid7bp4

Robust and Accurate Camera Localisation at a Large Scale [article]

Liu Liu, University, The Australian National
2021
Inspired by the insight that humans commonly use orientation information as an important cue for spatial localization, we propose a method that endows deep neural networks with the 'commonsense' of orientation  ...  ., Classification, Hybrid, Siamese and Triplet CNN) for the cross-view matching task, and propose a soft margin triplet loss to boost the performance of triplet embedding.  ...  In computing the triplet loss, we use the same α = 10 as in Hu et al. [2018b] . For the generalised-mean pooling layer, we set p = 3 as recommended by Radenović et al. [2018] .  ... 
doi:10.25911/ewdd-cj75 fatcat:ik3kuovtvrapdbkynlo7aj5mza

Towards Oxide Electronics: a Roadmap

M. Coll, J. Fontcuberta, M. Althammer, M. Bibes, H. Boschker, A. Calleja, G. Cheng, M. Cuoco, R. Dittmann, B. Dkhil, I. El Baggari, M. Fanciulli (+44 others)
2019 Applied Surface Science  
As an atomic-scale probe, aberration corrected scanning transmission electron microscopy (STEM) coupled with electron energy loss spec-troscopy (EELS) provides crucial information about interfacial quality  ...  Cross-sectional ADF-STEM images of epitaxial Fe/barrier/Fe(0 0 1) MTJs: (a) MgO barrier, and (b) MgAl 2 O 4 barrier.  ...  Acknowledgements Author thanks fruitful discussions with Dr. J. Santiso.  ... 
doi:10.1016/j.apsusc.2019.03.312 fatcat:3rqm2kwuv5gk3dpmb4sv7mg6ui

Towards "On the Go" Matching of Linked Open Data Ontologies

Isabel F. Cruz, Matteo Palmonari, Federico Caimi, Cosmin Stroe
2011 International Joint Conference on Artificial Intelligence  
We also briefly report our experience in the integration of the ontology with the geo-spatial ontology GeoWordNet.  ...  To achieve semantic interoperability, geo-spatial applications need to be equipped with tools able to understand user terminology that is typically different from the one enforced by standards.  ...  Upon closer inspection, one finds that in this massive equivalence class very different things - which break OWL-style segregation semantics -have been connected by sameAs, such as 'class of drugs' and  ... 
dblp:conf/ijcai/CruzPCS11 fatcat:62apmemu2zgirduzh6zomuw7wi

An investigation of possibilities and limitations of 'education borrowing' in Barbados and Trinidad and Tobago

Elaine Kayuet Lam
2010 Compare  
Up until then, the political system was dominated by the planter and merchant classes. 1838 saw the emancipation of slaves (Government of Barbados, 2008).  ...  The University of West Indies, with three campuses in Jamaica, Barbados and Trinidad was established along with BWIA, a West Indian airline.  ...  When asked about recommendations to help more students pass the Maths exam, B8 pointed to a lack of enthusiasm, large classes and discipline.  ... 
doi:10.1080/03057920903425697 fatcat:4rg5my7glzhmfpdbnmhyhjvmue

JSEALS Special Publication No. 9 Vietnamese Linguistics: State of the Field

Mark Alves, John Phan, Trang Phan
2022 Journal of the Southeast Asian Linguistics Society  
We also thank Fangzhi "Frank" Jia for sharing a spreadsheet with Sino-Vietnamese data related to the dissertation. The first author recognizes the support of ERC grant 758605.  ...  Other analyses are compatible with these three principles.  ...  • A class of aspirated onsets • No *p onsets • The loss of codas: (a) fricatives *-s and *-h and the glottal stop preceding tonogenesis, (b) liquids *-r and *-l, and (c) *-c and *-ɲ due to merging with  ... 
doaj:689ddac9351343daae5b246c5e3e2297 fatcat:awxybqylvbfyxhkdg5jpotmguu
« Previous Showing results 1 — 15 out of 93 results