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Thomas Guthier - Visual Motion Processing

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Thomas Guthier

Visual Motion Processing

Series: Mess-, Steuerungs- und Regelungstechnik

Volume 1251 2016

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Feature Extraction S. 89-115

„… 89 5 Feature Extraction A central part of the proposed system for biological motion recognition is …” „… the feature extraction. The features are given by the complex cell response of the simple cell …” „… patterns. The simple cell patterns need to be learned beforehand. To understand the feature extraction …”

Introduction S. 1-11

„… pose sequence it is best to use unsupervised and not supervised learning for the feature extraction …” „… typically consist of two steps: First the feature extraction and second the classifier. The classifier is …” „… the feature extraction is mainly done via hand-designed features like the SIFT [70] or HOG/HOF [21 …”

Conclusion S. 126-131

„… learning to the spatio-temporal domain. 7.1.2 Feature Extraction (VNMF) The goal of the proposed …” „… . The simple cell/complex cell feature extraction outperforms the state-of-the-art HOG/ HOF descriptors …” „… extraction as well as modeling linear dynamic systems (discussed in appendix D). All these results strongly …”

Computational Model S. 12-25

„… , feature extraction for optical flow and gradient information. In the following a short review of …” „… , for the feature extraction, a spatial pooling. Following the discussion in section 1.1.1, the only …” „… are used for feature extraction. The unsupervised learning algorithm used in those two stages is the …”

Visual Cortex S. 133-134

„… the extraction of form. Forms can be defined by similarities in color, depth, motion or by its borders …”

Titelei/Inhaltsverzeichnis S. I-XII

„… . . . . . . . . . . . 86 4.6 Summary & Discussion . . . . . . . . . . . . . . . . . . . . . 86 5 Feature Extraction 89 5.1 …” „… ) . . . . . . . 127 7.1.2 Feature Extraction (VNMF) . . . . . . . . . . . . . 127 7.1.3 Biological Motion Recognition …”

Human Action Recognition S. 116-125

„… applied during the feature extraction. In [22] the features are learned with a sparse coding algorithm …”

Bibliography S. 143-158

„… ., Schnall, A., Kreuter, K., and Eggert, J. (2013b). Non-negative sparse coding for motion extraction. In …”

Optical Flow Estimation S. 58-88

„… fields for the subsequent feature extraction. …”

Unsupervised Pattern Learning S. 26-57

„… methods used for the extraction of patterns is principal component analysis (PCA). PCA is strongly …”

doi.org/10.51202/9783186251084

Sascha Steyer - Grid-Based Object Tracking

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Sascha Steyer

Grid-Based Object Tracking

Series: Mess-, Steuerungs- und Regelungstechnik

Volume 1272 2021

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Object Extraction and Association S. 79-100

„… 4 Object Extraction and Association The dynamic grid mapping of the previous chapter enables a …” „… including cell-wise velocity estimates. This chapter investigates the subsequent extraction of moving …” „… object extraction forms the basis for planning interactive maneuvers and avoiding collisions with other …”

Conclusion S. 165-168

„… extraction and classification. Another important benefit of the presented concept is its high versatility for …” „… sensor data fusion, temporal filtering of the dynamic grid mapping, object extraction and association …” „… otherwise generally cannot be fully solved from the cell-individual perspective. Object Extraction and …”

Evaluation S. 127-164

„… well as the subsequent object extraction and tracking. Thereby first qualitative results have been …” „… including the particle tracking, the object tracking including the object extraction and association, and a …” „… Object Extraction In the following, the influence of camera object instances as additional classification …”

Titelei/Inhaltsverzeichnis S. I-XII

„… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 75 4 Object Extraction and Association 79 4.1 Introduction …” „… Contribution and Outline . . . . . . . . . . . . . . . . . . . . . . . 81 4.2 Overview of the Extraction and …” „… . . . . . . . . . . . . . . . . . . . . . 87 4.3.3 Additional Clustering with Verification . . . . . . . . . . . . . . . . 91 4.4 Extraction of …”

Introduction S. 1-12

„… extraction represents the actual object detection task. There are various object detection approaches, which …” „… approaches are even more error-prone with such an object extraction of the static environment, since …” „… filtered dynamic grid map). (e) Object extraction and association (only considering dynamic occupied cells …”

Object State Estimation S. 101-126

„… the individual grid cells, but also the object extraction and association that both result in a set of …” „… previous chapter, a simple strategy for the grid-based object extraction is to classify measurement data as …” „… multi-sensor object tracking. Based on already associated occupied grid cells including the extraction of new …”

Bibliography S. 170-186

„… . Dietmayer. Offline Object Extraction from Dynamic Occupancy Grid Map Sequences. In Proc. IEEE Intell. Veh …”

Dynamic Grid Mapping and Particle Tracking S. 39-78

„… . (3.74) However, as discussed before, the camera-based extraction only describes the object orientation …” „… classification as proposed in Section 3.4.3. However, the subsequent object extraction should not fully depend or …” „… cell-wise velocity estimation forms also an important input to the object extraction, since it further …”

doi.org/10.51202/9783186272089

Christian Redepenning - Pinch-based Methods for Absorption and Extraction Process and Solvent Screening

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Christian Redepenning

Pinch-based Methods for Absorption and Extraction Process and Solvent Screening

Series: Verfahrenstechnik

Volume 955 2018

Results in this title

Pinch-based solvent screening for absorption and extraction processes S. 90-136

„… been demonstrated for hybrid extraction-rectification processes by Scheffczyk & Redepenning et al …” „… screening of solvents has been introduced for hybrid extraction-rectification processes (Scheffczyk et al …” „… process. For the separation of butanol, prominent examples are extraction-rectification processes (Ishii …”

Pinch-based shortcut method for the design of isothermal extraction columns S. 59-89

„… extraction-distillation separation processes which is presented in the following Chapter. 89 …” „… Chapter 3 Pinch-based shortcut method for the design of isothermal extraction columns Solvent …” „… extraction is a promising separation alternative when distillation is difficult because of the low relative …”

Titelei/Inhaltsverzeichnis S. I-XII

„… 3 Pinch-based Methods for Absorption and Extraction Process and Solvent Screening Pinch-basierte …” „… Absorption and Extraction Process and Solvent Screening Pinch-basierte Methoden für Absorptions- und …” „… : 20.12.2017 Fortschritt-Berichte VDI Pinch-based Methods for Absorption and Extraction Process and …”

Bibliography S. 173-198

„… of butanol from acetone–butanol–ethanol fermentation by a hybrid extraction–distillation process …” „… hybrid extraction-distillation using COSMO-RS. Chemical Engineering Research and Design, 115, 433–442 …” „… counter-current liquid–liquid extraction columns. Clean Technologies and Environmental Policy, 17, 1227–1238 …”

Introduction S. 1-20

„… their application to popular industrial processes such as rectification, extraction, and absorption …” „… . Usually, separations such as rectification, absorption, and extraction are influenced by transport …” „… methods for rectification, extraction, and absorption, is given in Table 1.1. For rectification columns …”

Recommendations for further research S. 143-156

„… procedures. The solution procedures suggested for absorption, extraction, and distillation then determine a …” „… isothermal (extraction) counter-current columns are very similar regarding the model. Nevertheless, for each …” „… study. Specifications are bold. Isothermal extraction at 35◦C is assumed. component xRN+1 x E 0 x R 1 x …”

Software S. 137-142

„… of solvents for absorption or extraction processes. The implementations, which are described in this …” „… of this work are highlighted. The prototypes separation analysis, rectification shortcut, extraction …” „… & Marquardt, 2016) and extraction shortcut module (Redepenning et al., 2016) are the major contributions of …”

Appendix S. 158-172

„… hybrid absorption-rectification and extraction-rectification processes including optimization of the …” „… extraction columns perfectly complement with existing pinch-based methods for rectification columns and heat …” „… , targeting minimum operating costs. For different case studies from the fields of absorption and extraction …”

Conclusions S. 157

„… extraction columns were scarce, limited to ternary mixtures, and simplified themodynamic modeling. All of …”

Pinch-based shortcut method for the design of adiabatic absorption columns S. 21-58

„… behavior can be assumed, a shortcut method originally developed for isothermal extraction columns (Burger …”

doi.org/10.51202/9783186955036

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VDI Wissensforum GmbH (ed.)

ELIV 2017

Series: VDI-Berichte

Volume 2299 2017

Results in this title

U. Muller, L. D. Jackel, J. Langenwalter Teaching a car to drive – Automating the extraction of domain knowledge by observing human drivers /Teaching a car to drive – Automating the extraction of domain knowledge by observing human drivers S. 13-14

„… Teaching a Car to Drive Automating the extraction of domain knowledge by observing human …”

Titelei/Inhaltsverzeichnis S. I-XV

„… drive – Automating the extraction of domain knowledge by observing human drivers Teaching a car to …” „… drive – Automating the extraction of domain knowledge by observing human drivers 13 F. Fitzek, U …”

doi.org/10.51202/9783181022993

VDI Wissensforum GmbH - LAND.TECHNIK AgEng 2019

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VDI Wissensforum GmbH (ed.)

LAND.TECHNIK AgEng 2019

Series: VDI-Berichte

Volume 2361 2019

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V. Tsukor, S. Hinck, A. Ruckelshausen, W. Nietfeld, T. Mosler, H. Tesch, F. Lorenz, E. Najdenko, A. Moeller, D. Mentrup Automated mobile field laboratory for on-the-go soilnutrient analysis with the ISFET multi-sensor module S. 377-382

„… soil extraction solution. The ISFET multi sensor module is specially developed for soil nutrient …” „… transport of extraction agents and soil extraction - Filter station for filtering soil extraction with …” „… and the extraction agents used are of high relevance for the generation of comparable analysis …”

S. Braun, M. Trapp, C. Nass, M. Gerbershagen, S. Schweitzer, R. Falcao, M. Schweitzer, N. Wire Growing Smart Farming Services – How to get the best out of farming data S. 335-340

„… extraction or data cleaning steps, calculations or transformations of data, as well as statistical or …”

doi.org/10.51202/9783181023617

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