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Selection: with tag image-classification [3 articles] 

 

Segnet: a deep convolutional encoder-decoder architecture for robust semantic pixel-wise labelling

  
(2015)

Abstract

We propose a novel deep architecture, SegNet, for semantic pixel wise image labelling. SegNet has several attractive properties; (i) it only requires forward evaluation of a fully learnt function to obtain smooth label predictions, (ii) with increasing depth, a larger context is considered for pixel labelling which improves accuracy, and (iii) it is easy to visualise the effect of feature activation(s) in the pixel label space at any depth. SegNet is composed of a stack of encoders followed by a corresponding ...

 

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

  
(10 Oct 2016)

Abstract

We present a novel and practical deep fully convolutional neural network architecture for semantic pixel-wise segmentation termed SegNet. This core trainable segmentation engine consists of an encoder network, a corresponding decoder network followed by a pixel-wise classification layer. The architecture of the encoder network is topologically identical to the 13 convolutional layers in the VGG16 network. The role of the decoder network is to map the low resolution encoder feature maps to full input resolution feature maps for pixel-wise classification. The novelty of SegNet lies is in the ...

 

(INRMM-MiD internal record) List of keywords of the INRMM meta-information database - part 19

  
(February 2014)
Keywords: historical-perspective   history   holdouts   holocene   homeostasis   homogenous-spatial-units   homonyms   honey   honey-production   honeydew   honeydew-honey   hopea-odorata   horizon-scan   horticulture   host   host-chemistry   host-defense   host-parasite   host-plant   host-range   host-resistance   host-taxonomy   hotspot   human-behaviour   human-centered-automation   human-diseases   human-health   human-impact   human-influence   human-machine-interface   human-refuge   human-rights   humboldt   humidity   humus   hungary   hunting   hura-crepitans   hutchinsonian-niche   hybrid-incompatibility   hybrid-poplars   hybridisation   hydraulic-conductivity   hydraulic-properties   hydrogeology   hydrology   hydropower-energy   hyena-hyaena   hylastes-ater   hylastes-cunicularius   hylobius-abietis   hylurgops-palliatus   hylurgus-lingniperda   hymenaea-courbaril   hymenoscyphus-pseudoalbidus   hyper-heuristics   hypericum-androsaemum   hypericum-inodorum   hyphantria-cunea   hypoglycin-a   hypothesizing-after-the-results-are-known   hypoxylon-mammatum   hypoxylon-mediterraneum   hypsipyla-robusta   hyrcanian-region   hysteresis   i-score   iatrogenic-problem   iberian-peninsula   iberian-region   ica   ice-cover   ice-nucleation-active-bacteria   ice-sheet   iceland   idl   ieee   ignition-factors   ignorance   iland   ilarvirus   ilex-aquifolium   ilex-colchica   ilex-hyrcana   ilex-spp   illyrian   ilwis   image-classification   image-processing-analysis   impact   impact-factor   impacts   impatiens-spp   importance   in-situ-conservation   in-vitro-culture   inaction   inbreeding   incompatibility   inrmm-list-of-tags  

Abstract

List of indexed keywords within the transdisciplinary set of domains which relate to the Integrated Natural Resources Modelling and Management (INRMM). In particular, the list of keywords maps the semantic tags in the INRMM Meta-information Database (INRMM-MiD). [\n] The INRMM-MiD records providing this list are accessible by the special tag: inrmm-list-of-tags ( http://mfkp.org/INRMM/tag/inrmm-list-of-tags ). ...

This page of the database may be cited as:
Integrated Natural Resources Modelling and Management - Meta-information Database. http://mfkp.org/INRMM/tag/image-classification

Publication metadata

Bibtex, RIS, RSS/XML feed, Json, Dublin Core

Meta-information Database (INRMM-MiD).
This database integrates a dedicated meta-information database in CiteULike (the CiteULike INRMM Group) with the meta-information available in Google Scholar, CrossRef and DataCite. The Altmetric database with Article-Level Metrics is also harvested. Part of the provided semantic content (machine-readable) is made even human-readable thanks to the DCMI Dublin Core viewer. Digital preservation of the meta-information indexed within the INRMM-MiD publication records is implemented thanks to the Internet Archive.
The library of INRMM related pubblications may be quickly accessed with the following links.
Search within the whole INRMM meta-information database:
Search only within the INRMM-MiD publication records:
Full-text and abstracts of the publications indexed by the INRMM meta-information database are copyrighted by the respective publishers/authors. They are subject to all applicable copyright protection. The conditions of use of each indexed publication is defined by its copyright owner. Please, be aware that the indexed meta-information entirely relies on voluntary work and constitutes a quite incomplete and not homogeneous work-in-progress.
INRMM-MiD was experimentally established by the Maieutike Research Initiative in 2008 and then improved with the help of several volunteers (with a major technical upgrade in 2011). This new integrated interface is operational since 2014.