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Roberto D. Henschel - Higher-Order Multiple Object Tracking

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Roberto D. Henschel

Higher-Order Multiple Object Tracking

Series: Informatik/ Kommunikation

Volume 875 2021

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Bibliography S. 172-196

„… Fast Tracking”. In: IEEE Transactions on Image Processing (TIP) 29 (2020), pp. 3351– 3364. [85] Aubrey …” „… : Proceedings of the IEEE Conference on Image Processing (ICIP). 2016. [90] Erik Bochinski, Volker Eiselein, and …” „… tracking with convolutional neural networks”. In: Proceedings of the IEEE Conference on Image Processing …”

Conclusions S. 165-171

„… since video sensors are cheap, widely available, and captured images contain rich information that helps …” „… assignment of objects to the image content. It thus simplifies the computation of trajectories. However, this …” „… . (ii) Using image features only between detections can be unstable as these pairwise features commonly …”

Lifted Disjoint Paths S. 130-164

„… This chapter contains text, images and results of previously published work [50]. 130 4.1 Introduction …” „… connectivity inducing edges were studied from a polyhedral point of view [243]. They were used in image …” „… . Lifted multicut has been used for image and mesh segmentation [244], connectomics [246], and cell …”

Titelei/Inhaltsverzeichnis

„… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 150 4.7.1 Graph construction. . . . . . . . . . . . . . . . . . . . . . . . . 150 4.7.2 Pre-processing …” „… and post-processing . . . . . . . . . . . . . . . . 151 4.7.3 Cost learning …” „… . . . . . . . . . . . . . . . . . . . . . 157 4.7.7 Ablation study on post-processing methods. . . . . . . . . . . . 157 4.7.8 Accuracy of the …”

Introduction S. 1-32

„… Video and Body-Worn IMUs”. In: Transactions on Image Processing (TIP), 2020. Abstract: Most modern …” „… used to evaluate the tracking methods of this work. The images are ordered chronologically from left to …” „… image features that facilitate re-identification of objects after being occluded. Therefore, this work …”

HO-MOT with Signal Fusion S. 80-129

„… contains text, images, and results of previously published work [55, 121, 122]. 80 3.1 Introduction HO-MOT …” „… detection step drastically reduces the computational effort by grouping the image content to corresponding …” „… accurate pairwise costs between detections (see Section 1.3.2). When features misinterpret image …”

Fundamentals S. 33-79

„… intelligence that is frequently used in this thesis, e.g., to detect persons within an image and to find …” „… × Y is a training set using labeled samples S. For example, X could be a set of all possible images …” „… shows a dog, and 1 otherwise. In this case, S ( X is a finite collection of images of cats and dogs …”

doi.org/10.51202/9783186875105

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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G. L. Andersen, T. Kuennen CULTI CAM HD - Efficient Weed Control in Row Crops using Active Implement Steering and Stereo Camera S. 455-462

„… correct image processing algorithms as well as camera measurements. When combined with the toolbar …” „… display unit also presents a video image with overlays so the performance of the system can be captured …” „… agricultural business. The camera contains two RGB-colour image sensors and a set of standard optical lenses …”

M. J. Darr, M. M. Qasaimeh, C. J. Murphy, B. R. Covington, V. Fuchs, T. Schaefer, F. Pardina, B. Reddy, J. Petri, T. Fuege, J. Hinze High Definition Yield Maps for Precision Ag Decision Support S. 327-334

„… processing capacity over the past 25 years has reduced the effective spatial resolution of commercial yield …” „… width and crop processing delays within the machine, they are highly accurate on an absolute scale [2 …” „… between high and low yielding areas. An automated process for selecting a near optimum image date was …”

P. Munch Predictive Feed-Rate Control for Combine Harvesters S. 545-552

„… processing dynamics. Model predictive optimization balances between set-point tracking accuracy and operator …” „… 3D point cloud from the camera images to determine crop height and width and transform the …” „… surface based on a stereo camera image Fig. 2 shows the reconstruction of a 3D surface by a stereo …”

P. Sivasothy, G. Bulun, J. Seewig, J. Imwalle Implementation of a Dynamic Product Development Method for Agricultural Engineering Based on Virtual Prototypes S. 273-280

„… development approach is recommended at this point [3]. This simulates a function-oriented virtual image of …” „… distinguished: a data-based image (black box), a model-based image (white box) or a hybrid, a combination of a …” „… data-based and a model-based image (grey box) [4]. The white box, which is preferred for simple, well …”

M. Ehrl, G. Happich Advanced On-board Electronics Architecture with Automotive Ethernet S. 107-112

„… introduction of a 100BASE-T1 automotive Ethernet backbone. Also, an audio and video processing layer was added …” „… software flash update of 150+ MB image files. Until now, the radio set was not included in the …” „… complexity Machine-learning Natural Language Processing Cognitive Computing … VDI-Berichte Nr. 2361 …”

M. Sax, R. Latsch, T. Anken, V. Moser, P. Krummenacher Automated site-specific overseeding of grassland S. 165-228

„… site-specific sowing capabilities. It detects gaps in grassland swards by means of image recognition. If a gap …” „… placed in front of the tractor, a data processing unit on the tractor and an adapted pneumatic seeder …” „… : Tractor with camera in front and seeder at the back+ Image recognition system An image recognition …”

D. Smart, V. Brill High Speed ISOBUS, an AEF Project for next generation Ag networking S. 91-106

„… . Image processing at the far end of the network Camera streams used in Advanced Driver Assistance …” „… camera is typically wired with a separate cable to deliver the camera image into the operator cabin for …” „… is declining. With the shift to digital, users can experience much higher image quality and may …”

C. Weltzien, R. R. Shamshiri SunBot: Autonomous Nursing Assistant for Emission-Free Berry Production, General Concepts and Framework S. 463-470

„… ) software (including V-REP, ROS, and MATLAB), and (iii) algorithms (including image processing, Inverse …” „… algorithms. In this scheme, each ECU is responsible for processing its sensor data and sends out the final …”

C. Campanella, K. Huber, G. Monacelli, L. Ungaretti, M. D’Orazio, G. Scotto di vetta, M. Peruzzini, F. Grandi Ergonomic and compact armrest of agricultural tractors – Innovative methods to design an ergonomic armrest S. 243-252

„… processing techniques applied to visual spectrum images of the eyes. Thus, pupil dilatation exhibits changes …” „… number of gazes and blink rates can be measured with infrared eye tracking systems or with image …”

doi.org/10.51202/9783181023617

VDI Wissensforum GmbH - International Conference on Gears 2022

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VDI Wissensforum GmbH (ed.)

International Conference on Gears 2022

Series: VDI-Berichte

Volume 2389 2022

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B. H. Kien, D. Iba, Y. Tsutsui, Y. Lei, D. Taga, N. Miura, T. Iizuka, A. Masuda, I. Moriwaki Plastic gear remaining useful life prediction using artificial neural network S. 951-956

„… plastic gear, vibration data are recorded and synchronized with capture images from a high-speed camera as …” „… can be seen in Figure 3. Thus, the situation of plastic gear can be obvious by the captured images …” „… : Captured images from the high-speed camera during a run-to-failure test VDI-Berichte Nr. 2389, 20229523.2 …”

B. Winter Design of manufacturing cells in the light of improvements in manufacturing technology and automation S. 1411-1414

„… powerful camera systems and image processing solutions the reliability is strong enough to be applied in …”

I. Hong, Z. Teaford, A. Kahraman A comparison of gear tooth bending fatigue lives from single tooth bending and rotating gear tests S. 45-74

„… any single gear, machining and processing variation magnitudes may be smaller than comparing between …” „… , fractographic images should be taken from failure surfaces to ensure correct categorization and separation of …” „… this behavior may be somewhat material/processing related as well. Both initiation types have been …”

P. H. O. Teixeira, J. Brimmers, T. Bergs Consideration of micro-interaction in the modeling of generating gear grinding processes S. 1517-1528

„… the engagement of other grains. At the upper right of Fig. 6, an image of the reference profile of …” „… grinding gear. In: Journal of Materials Processing Technology, 213, 2013, S. 717-721. [8] Hübner, F …”

E. Lothman, M. Hein, U. Steiner Increased load carrying capacity of gears through optimized steel performance, surface conditions and processes S. 637-650

„… cleanliness are investigated. The extensive manufacturing and post processing have been added to try to …” „… light optical microscope and compare the field with reference images. It is common practice to assess …”

P. Barreiro, S. Pfrimmer, G. Armutcu, J. Hermes Quality improvement of an aluminum gearbox housing by implementing additive manufacturing S. 1429-1446

„… deduced from the higher brightness of the image. At 80 °C, 100 °C and 140 °C, the housing shows a worse …” „… molding tools. Journal of Materials Processing Technology, (164)2005, pp. 1294-1300. [18] Khan, M., Afaq …”

B. Reetz, T. Munch, W. Kappeler Challenges for lead-free brass alloys in worm gears S. 1467-1488

„… gears For worm gears both processing and application requirements must be fulfilled. Manufacturing …” „… : https://anderol.com/images/news/The_Right_Way_to_Lubricate_Worm_Gears.pdf [16-03-2021] [9] Magyar, B.; Sauer, B.: Calculation of the Efficiency of Worm Gear Drives. Power …”

doi.org/10.51202/9783181023891

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VDI Wissensforum GmbH (ed.)

ELIV 2017

Series: VDI-Berichte

Volume 2299 2017

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F. Fitzek, U. Seger, D. Lewis, D. Amey, E. Dagan Industrieübergreifende Kooperation zur Standardisierung von Kameratechnologien /Cross-industry cooperation for camera technology standardization S. 15-16

„… : “smart” cameras, which do basic image processing inside the camera and send (often compressed) video …” „… transfer of raw data enables the image signal processing (ISP) function to be moved out of the camera …” „… cameras for autonomous driving. The toolbox includes: the optical path: imager and lens the …”

J. Kirschbaum Das digitale Abbild der Umgebung zur Generierung zukünftiger Location Based Services /Digital image for future location based services S. 51-52

„… Digital Image for future Location Based Services How vehicle sensor data and new data ecosystems …” „… relevant data will be a key success factor. VDI-Berichte Nr. 2299, 2017 51 Fig. 1: Vision Digital Image …” „… of the vehicle environment Vehicle centric location data will create a digital image of the …”

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

„… , lane changes, and turns. We also introduce tools to visualize the internal information processing of …” „… connected layers. The input image is split into YUV planes and passed to the network. The first layer of …” „… the network performs image normalization. The normalizer is hard-coded and is not adjusted in the …”

N. Beringer, O. Koska Erweiterung der Sensorreichweite für Hochautomatisiertes Fahren: Ein neuer Ansatz zur Umfeldmodellierung /Extending the sensor range for highly automated driving: a new approach for environment modell... S. 17-18

„… and image compression algorithms with big data technology used in a connected car context. This …” „… sensor processing to gain information. 1. Introduction In highly automated driving (HAD) there are …” „… ends. It is quite clear that it needs more than just a high quality in-vehicle sensor processing in …”

T. Liebetrau, S. Grötsch Auf dem Weg zum intelligenten Scheinwerfer – Konzepte für hochaufgelöste Lichtquellen /On the path towards intelligent headlights – Concepts for highresolution light sources S. 75-76

„… time driving safety. [5] Systems with high resolution light sources provide an image intended to …” „… graphical computation effort rises to the range known from graphics processing units in display applications …”

doi.org/10.51202/9783181022993

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OPE Journal

Browse Volumes: OPE Journal

OPE Volume 12 (2022) Issue 38 ISSN Online: 2366-8040

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Finally back again! / Exhibitor highlights at LOPEC 2022 S. 29-39

„… cast their vote here for the Public Choice Award. Image sources: Messe München An automotive solution …” „… central handling unit, its customers configure their cluster systems for processing wafers in the optics …” „… cleaning, processing of hard and brittle materials, RFID and NFC, as well as laser cutting and drilling of …”

With surgical precision S. 16-17

„… width of 300 millimetres for further processing as the anode material for the OLED. However, the sheet …” „… bonded glass-glass composite, which was in a rolled-up state after processing, can also be easily …” „… transferred in the future. Image source: Fraunhofer FEP Innovation Services WeylChem® InnoTec is your …”

Printed energy harvesting solutions for textile-based automotive applications S. 12-13

„… the study of different ink formulation and processing parameters such as Bi₂Te₃ particle size, ink …” „… (COMPETE 2020) through the European Regional Development Fund (ERDF). Image sources: CONTINENTAL, CeNTI …”

Marcel Grooten Blink Link S. 26-27

„… functional lighting aspects. Functionalities are integrated in various ways (flexible design and processing …” „… the loved ones in Blink Link. Image sources: DoMicro DoMicro BV is a technology company providing …”

doi.org/10.51202/2366-8040-2022-38

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