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Advanced Information Systems for Archival Appraisals of Contemporary Documents

William McFadden, Kenton McHenry, Rob Kooper, Michal Ondrejcek, Alex Yahja, Peter Bajcsy
2008 2008 IEEE Fourth International Conference on eScience  
This work addresses the problem of designing a scalable framework for archival appraisals of contemporary PDF documents.  ...  The e-Science solution presented here consists of (1) a methodology for comprehensive comparisons of contemporary documents containing text, images and vector graphics, (2) a framework for including 3D  ...  This research was partially supported by a National Archive and Records Administration (NARA) supplement to NSF PACI cooperative agreement CA #SCI-9619019. References  ... 
doi:10.1109/escience.2008.140 dblp:conf/eScience/McFaddenMKOYB08 fatcat:fcttvlz6b5b3dkyq3o3vbded5u

Learned Scalable Image Compression with Bidirectional Context Disentanglement Network [article]

Zhizheng Zhang, Zhibo Chen, Jianxin Lin, Weiping Li
2019 arXiv   pre-print
In this paper, we propose a learned scalable/progressive image compression scheme based on deep neural networks (DNN), named Bidirectional Context Disentanglement Network (BCD-Net).  ...  For learning hierarchical representations, we first adopt bit-plane decomposition to decompose the information coarsely before the deep-learning-based transformation.  ...  PROPOSED METHOD We propose a deep-learning-based framework for scalable/progressive image compression.  ... 
arXiv:1812.09443v2 fatcat:uzncxguoxna3dbvvil6ig5uryi

Multi-Modal Image Retrieval for Complex Queries using Small Codes

Behjat Siddiquie, Brandyn White, Abhishek Sharma, Larry S. Davis
2014 Proceedings of International Conference on Multimedia Retrieval - ICMR '14  
We propose a unified framework for image retrieval capable of handling complex and descriptive queries of multiple modalities in a scalable manner.  ...  Furthermore, we propose a unique multi-modal hashing algorithm capable of mapping queries of different modalities to the same binary representation, enabling efficient and scalable image retrieval based  ...  CONCLUSION We have presented a framework for image retrieval based on complex multi-modal queries.  ... 
doi:10.1145/2578726.2578767 dblp:conf/mir/SiddiquieWSD14 fatcat:lp5fkzp2cjajriaxgym4tflg2q

Layered Image Compression using Scalable Auto-encoder [article]

Chuanmin Jia, Zhaoyi Liu, Yao Wang, Siwei Ma, Wen Gao
2019 arXiv   pre-print
This paper presents a novel convolutional neural network (CNN) based image compression framework via scalable auto-encoder (SAE).  ...  rates) over a standard public image dataset.  ...  Johannes Ballé for kindly providing their trained models of [11] and the decoded images of [13] for performance comparison. This work was done by C. Jia and Z.  ... 
arXiv:1904.00553v1 fatcat:s24n3iwm3bggvhbvh64ieiiy4a

3D Video Objects At Scalable Levels Of Quality

Christian Weigel, Marco Rittermann
2005 Zenodo  
It rather represents a basis for a common approach of a scalable coding framework.  ...  While the captured image material is used for the manual search, an additional calibration sequence that contains a checker board is required for the automatic search.  ... 
doi:10.5281/zenodo.39215 fatcat:44qvnveq3becnezf5fc76xtqem

Enhanced Graphical Representation of Data in Web Application (Case Study: Covid-19 in the UK)

Rockson Adomah, Tariq Alwada'n, Mohammed Al Masarweh
2021 International Journal of Advanced Computer Science and Applications  
At the same time, provides high-quality downloadable Scalable Vector Graphics (SVG) images for journals, magazines, and other printed media.  ...  During the development process, qualitative research into data representation with responsive charts and/or Scalable Vector Graphics images file has been conducted in contrast of each other to answer questions  ...  A. Scalable Vector Graphics Unlike Rasta images or bitmaps, SVG is a scalable vector graphic image which means it can be indexed, compressed, scripted, and searched.  ... 
doi:10.14569/ijacsa.2021.0120968 fatcat:bbr7nbx7lfctvayi6gz7crufge

Design and Synthesis for Multimedia Systems Using the Targeted Dataflow Interchange Format

Chung-Ching Shen, Shenpei Wu, Nimish Sane, Hsiang-Huang Wu, William Plishker, Shuvra S. Bhattacharyya
2012 IEEE transactions on multimedia  
We demonstrate our design tool for cross-platform application design, parameterized schedule representation, and associated dataflow graph code generation using a case study centered around an image registration  ...  In this paper, a new dataflow-based design tool called the targeted dataflow interchange format (TDIF) is introduced for retargetable design, analysis, and implementation of embedded software for multimedia  ...  A method for scalable representation of dataflow graphs using topological patterns was introduced in [5] .  ... 
doi:10.1109/tmm.2012.2191397 fatcat:7euo4skt7bhm3nyqwwvbvrxmfi

Building a Large-scale Multimodal Knowledge Base System for Answering Visual Queries [article]

Yuke Zhu, Ce Zhang, Christopher Ré, Li Fei-Fei
2015 arXiv   pre-print
We propose a knowledge base (KB) framework to handle an assortment of visual queries, without the need to train new classifiers for new tasks.  ...  We introduce a scalable knowledge base construction system that is capable of building a KB with half billion variables and millions of parameters in a few hours.  ...  A in the supplementary material. Factor Graph Generation We represent the MRF model by a factor graph for the ease of implementation for scalable learning.  ... 
arXiv:1507.05670v2 fatcat:fjcydziz6zbknegnvwa6xy6cyu

Conclusions and Perspectives [chapter]

2011 High-Density Lipoproteins  
Optimality, as defined in the framework of rate-distortion theory, deals with obtaining a representation of the video sequence that leads to a minimum distortion of the coded signal for a given bit budget  ...  The results are optimal (or near-optimal) for the given framework in a rate-distortion sense. The definition of the coding strategy involves a  ...  Content-based representation has been also a very active field. MPEG-4 has been the first video coding standard supporting content-based representation.  ... 
doi:10.1002/9781118158678.oth1 fatcat:qmgqviawh5g4bfhg5vhyfwsdru

Multiresolution Graphics on Ubiquitous Displays using Wavelets

Fan Wu, Emmanuel Agu, Matthew Ward
2006 International Journal of Virtual Reality  
We propose UbiWave, a wavelet-based framework for scalable transmission of large meshes and graphics content to heterogeneous ubiquitous computing devices.  ...  In UbiWave, a base representation and different levels of wavelet coefficients are pre-generated at the server.  ...  UbiWave uses wavelets as a common representation for all geometry, textures images, material reflectance and other graphics content.  ... 
doi:10.20870/ijvr.2006.5.3.2693 fatcat:qfi3x2otm5agfn6j2ib2fg4sgu

Scalable and Detail-Preserving Ground Surface Reconstruction from Large 3D Point Clouds Acquired by Mobile Mapping Systems

D. Craciun, A. Serna Morales, J.-E. Deschaud, B. Marcotegui, F. Goulette
2014 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
While providing an effective solution for environment sensing over large scale distances, such acquisition provides only a discrete representation of the geometry.  ...  Furthermore, scalability is a major concern for enabling real-time rendering over large scale distances while preserving geometric details.  ...  to generate automatically a regular and scalable ground mesh representation.  ... 
doi:10.5194/isprsarchives-xl-3-73-2014 fatcat:pqwrfpsyufe35jlhbwbxx5bqmu

Preserving Data Integrity of Encoded Medical Images: The LAR Compression Framework [chapter]

Marie Babel, François Pasteau, Clément Strauss, Maxime Pelcat, Laurent Bédat, Médéric Blestel, Olivier Déforges
2012 Intelligent Systems Reference Library  
Through the development of medical imaging systems and their integration into a complete information system, the need for advanced joint coding and network services becomes predominant.  ...  This chapter introduces data integrity protection and developed dedicated tools of content protection and secure bitstream transmission for medical encoded image purposes.  ...  The LAR method relies on a dedicated quadtree content-based representation that is exploited for compression purposes.  ... 
doi:10.1007/978-3-642-24693-7_4 fatcat:gef7wjgbzrbanembsqnhdhdgju

Semantic Integrative Digital Pathology: Insights into Microsemiological Semantics and Image Analysis Scalability

Daniel Racoceanu, Frédérique Capron
2016 Pathobiology (Basel)  
The design of an operational integrative microscopy framework needs to focus on scalable multiscale imaging formalism.  ...  To orchestrate this scalable framework, semantics-based WSI management (analysis, exploration, indexing, retrieval and report generation support) represents an important means towards approaches to integrating  ...  Through this insight paper, we hope to increase this community, by crystallizing the premises of a future standard for a semantics-driven and scalable high-content imaging framework.  ... 
doi:10.1159/000443964 pmid:27100713 fatcat:o6y6zcjjmjcvjpj5bvvqssiju4

Surface Light Field Compression using a Point Cloud Codec [article]

Xiang Zhang, Philip A. Chou, Ming-Ting Sun, Maolong Tang, Shanshe Wang, Siwei Ma, Wen Gao
2018 arXiv   pre-print
We present a new surface light field (SLF) representation based on explicit geometry, and a method for SLF compression. First, we map the multi-view images of a scene onto a 3D geometric point cloud.  ...  This representation is capable of modeling diverse surface materials and complex lighting conditions in a highly scalable and adaptive manner.  ...  Our contributions include: • A new LF representation method based on a SLF representation by mapping multi-view images to a point cloud.  ... 
arXiv:1805.11203v1 fatcat:obelhf473vawpj5izjdmh5zxpu

Joint object recognition and pose estimation using a nonlinear view-invariant latent generative model

Amr Bakry, Tarek Elgaaly, Mohamed Elhoseiny, Ahmed Elgammal
2016 2016 IEEE Winter Conference on Applications of Computer Vision (WACV)  
In this paper we utilize this common topology between object manifolds by learning a low-dimensional latent space which non-linearly maps between a common unified manifold and the object manifold in the  ...  Different objects captured from the same set of viewpoints have manifolds with a common topology.  ...  In contrast, we aim for a model that solves simultaneously for category and pose, where there is one common representation for all categories, hence the scalability potentials.  ... 
doi:10.1109/wacv.2016.7477655 dblp:conf/wacv/BakryEEE16 fatcat:vspwy634cbgtfn7sqs4opo7aiy
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