Academic literature on the topic 'ROI tracking'

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Journal articles on the topic "ROI tracking"

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Chandran, Deepak R. "Return on Investment (ROI) for Asset (Tools) Tracking." Journal of Advanced Research in Embedded System 05, no. 03 (2018): 1–6. http://dx.doi.org/10.24321/2395.3802.201801.

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Lv, Ying. "Typhoon Cloud Tracking by Kalman Filter." Applied Mechanics and Materials 58-60 (June 2011): 2487–92. http://dx.doi.org/10.4028/www.scientific.net/amm.58-60.2487.

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Typhoon cloud has its changeability, so it is difficult to track and predict compared with the rigid targets. Region of interest (ROI) and reference region were selected by using interactive methods. Bezier curve is used to smooth the gray level histogram of ROI and obtain Bezier histogram. The gray level value which is corresponding to the valley of the Bezier histogram is used to segment the ROI in order to get the tracking target. And target parameters could be predicted by using Kalman filter, then getting the moving track of the target. Experimental results show that the proposed algorith
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Zhao, Qisen, Liquan Dong, Xuhong Chu, Ming Liu, Lingqin Kong, and Yuejin Zhao. "Particle Filter Tracking System Based on Digital Zoom and Regional Image Measure." Sensors 25, no. 3 (2025): 880. https://doi.org/10.3390/s25030880.

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To address the challenges of low accuracy and the difficulty in balancing a large field of view and long distance when tracking high-speed moving targets with a single sensor, an ROI adaptive digital zoom tracking method is proposed. In this paper, we discuss the impact of ROI on image processing and describe the design of the ROI adaptive digital zoom tracking system. Additionally, we construct an adaptive ROI update model based on normalized target information. To capture target changes effectively, we introduce the multi-scale regional measure and propose an improved particle filter algorit
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Zhao, Yue, Adeline Bernard, Christian Cachard, and Hervé Liebgott. "Biopsy Needle Localization and Tracking Using ROI-RK Method." Abstract and Applied Analysis 2014 (2014): 1–7. http://dx.doi.org/10.1155/2014/973147.

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ROI-RK method is a biopsy needle localization and tracking method. Previous research work has proved that it has a robust performance on different series of simulated 3D US volumes. Unfortunately, in real situations, because of the strong speckle noise of the ultrasound image and the different echogenic properties of the tissues, the real 3D US volumes have more complex background than the simulated images used previously. In this paper, to adapt the ROI-RK method in real 3D US volumes, a line-filter enhancement calculation only in the ROI is added to increase the contrast between the needle a
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Mufida, Widya. "Analisis Letak Tracking Di Area Arteri Carotis Interna Dan Arcus Aorta Pada Pemeriksaan Cta Cerebral Di Instalasi Radiologi RSUD Salatiga." Jurnal Imejing Diagnostik (JImeD) 8, no. 1 (2022): 75–79. http://dx.doi.org/10.31983/jimed.v8i1.7899.

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Background: In the CTA examination of cerebral angiography at the Radiology Installation of Salatiga Hospital, the flow rate used was 5 ml/s, bolus tracking contrast media was placed in 2 different places, some radiographers used the internal carotid artery and some used the aortic arch as an indicator of ROI tracking. Image acquisition is done by adjusting the scan delay post injection of contrast media and pre bolus tracking, so that the difference in the placement of the tracking affects the scan delay time and the dose given to the patient. The purpose of this study is to determine the loc
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ZHANG, JING, LI ZHUO, and YINGDI ZHAO. "REGION OF INTEREST DETECTION BASED ON VISUAL PERCEPTION MODEL." International Journal of Pattern Recognition and Artificial Intelligence 26, no. 02 (2012): 1255005. http://dx.doi.org/10.1142/s0218001412550051.

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According to human vision theory, the image is conveyed from human visual system to brain when people have a look at. Different from previous work, the study reported in this paper attempts to simulate a more real and complex method for region of interest (ROI) detection and quantitatively analyze the correlation between users' visual perception and ROI. In this paper, a visual perception model-based ROI detection is proposed, which can be realized with an ordinary web camera. Visual perception model employs a combination of visual attention model and gaze tracking data to objectively detect R
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Tanaka, Midori, Matteo Paolo Lanaro, Takahiko Horiuchi, and Alessandro Rizzi. "Random Spray Retinex Extensions Considering Region of Interest and EyeMovements." Electronic Imaging 2020, no. 15 (2020): 60403–1. http://dx.doi.org/10.2352/issn.2470-1173.2020.15.color-349.

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The Random spray Retinex (RSR) algorithm was developed by taking into consideration the mathematical description of Milano-Retinex. The RSR substituted random paths with random sprays. Mimicking some characteristics of the human visual system (HVS), this article proposes two variants of RSR adding a mechanism of region of interest (ROI). In the first proposed model, a cone distribution based on anatomical data is considered as ROI. In the second model, the visual resolution depending on the visual field based on the knowledge of visual information processing is considered as ROI. We have measu
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Tanaka, Midori, Matteo Paolo Lanaro, Takahiko Horiuchi, and Alessandro Rizzi. "Random Spray Retinex Extensions Considering Region of Interest and Eye Movements." Journal of Imaging Science and Technology 63, no. 6 (2019): 60403–1. http://dx.doi.org/10.2352/j.imagingsci.technol.2019.63.6.060403.

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Abstract The Random spray Retinex (RSR) algorithm was developed by taking into consideration the mathematical description of Milano-Retinex. The RSR substituted random paths with random sprays. Mimicking some characteristics of the human visual system (HVS), this article proposes two variants of RSR adding a mechanism of region of interest (ROI). In the first proposed model, a cone distribution based on anatomical data is considered as ROI. In the second model, the visual resolution depending on the visual field based on the knowledge of visual information processing is considered as ROI. We h
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G., Prashanth Kumar., and Vamsi Krishna Reddy G. "Hand Gesture Recognition for Differently Abled People with Message Integration." International Journal of Engineering and Advanced Technology (IJEAT) 9, no. 4 (2020): 1432–35. https://doi.org/10.35940/ijeat.D7353.049420.

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The objective of this paper is to utilize a webcam to lively track the region of interest (ROI), in particular, the hand locale, in the picture extend and recognize hand motion, we use skin colour discovery and also morphology to delete the unnecessary background information from the picture, and afterward use foundation subtraction to recognize the ROI. Next, to stay away from foundation effects on items or commotion influencing the ROI, we utilize the kernelized connection channels (KCF) calculation to follow the identified ROI. The picture size of the ROI is at that point resized to 28x28 a
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Md Rakibul Karim Akanda, Joshua Reynolds, Treylin Jackson, and Milijah Gray. "Machine learning based object tracking." World Journal of Advanced Engineering Technology and Sciences 11, no. 1 (2024): 048–55. http://dx.doi.org/10.30574/wjaets.2024.11.1.0021.

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Machine learning based object detection as well as tracking that object have been performed in this paper. The authors were able to set a range of interest (ROI) around an object using Open Computer Vision, better known as OpenCV. Next a tracking algorithm has been used to maintain tracking on an object while simultaneously operating two servo motors to keep the object centered in the frame. Detailed procedure and code are included in this paper.
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Dissertations / Theses on the topic "ROI tracking"

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Zhao, Yue. "Biopsy needles localization and tracking methods in 3d medical ultrasound with ROI-RANSAC-KALMAN." Thesis, Lyon, INSA, 2014. http://www.theses.fr/2014ISAL0015/document.

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Dans les examens médicaux et les actes de thérapie, les techniques minimalement invasives sont de plus en plus utilisées. Des instruments comme des aiguilles de biopsie, ou des électrodes sont utilisés pour extraire des échantillons de cellules ou pour effectuer des traitements. Afin de réduire les traumatismes et de faciliter le suivi visuelle de ces interventions, des systèmes d’assistance par imagerie médicale, comme par exemple, par l’échographie 2D, sont utilisés dans la procédure chirurgicale. Nous proposons d’utiliser l’échographie 3D pour faciliter la visualisation de l’aiguille, mais
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Čevorová, Nina. "Problematika ROI v oblasti získávání a výběru zaměstnanců." Master's thesis, Vysoká škola ekonomická v Praze, 2010. http://www.nusl.cz/ntk/nusl-77881.

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The paper brings answers on the the question whether it is possible to measure the field of recruitment. Via quantifying the administrative process of recrutment, the paper reflects the savings of time and costs by using e-recruitment application (applicant tracking system ATS) and it searchs for the relationship between quality of hire and increase of company value and its profit.
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Öberg, Andreas, and Martin Hulterström. "Semantic segmentation using convolutional neural networks to facilitate motion tracking of feet : For real-time analysis of perioperative microcirculation images in patients with critical limb thretening ischemia." Thesis, Linköpings universitet, Avdelningen för medicinsk teknik, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-176795.

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This thesis investigates the use of Convolutional Neural Networks (CNNs) toperform semantic segmentation of feet during endovascular surgery in patientswith Critical Limb Threatening Ischemia (CLTI). It is currently being investigatedwhether objective assessment of perfusion can aid surgeons during endovascularsurgery. By segmenting feet, it is possible to perform automatic analysis of perfusion data which could give information about the impact of the surgery in specificRegions of Interest (ROIs). The CNN was developed in Python with a U-net architecture which has shownto be state of the art
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Rubino, Vincenzo. "Studio della dinamica di perfusione per la valutazione della endometriosi ureterale." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2021. http://amslaurea.unibo.it/23018/.

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L’endometriosi è una patologia provocata dalla disseminazione o dalla crescita di tessuto endometriale in sedi anomale o dall’insorgenza del tessuto endometriale, per un processo di metaplasia, al di fuori della sede abituale. Le manifestazioni cliniche dell’endometriosi possono essere molto differenti. Accanto a pazienti prive di sintomi, si ritrovano pazienti con una sintomatologia dolorosa estremamente invalidante. L’endometriosi rappresenta una delle patologie ginecologiche più controverse: infatti, nonostante il particolare interesse riservatole negli ultimi decenni dall’intera comunit
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Colson, Chelsea M. "Eye Gaze and Cortisol Levels in Socially Anxious Young Adults During an Interactive Real World Task." ScholarWorks@UNO, 2018. https://scholarworks.uno.edu/honors_theses/101.

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Social anxiety is a disorder where people fear social interactions and is associated with physiological changes. Eye tracking studies have shown that people with social anxiety spent more time gazing at emotional faces presented on a computer screen and spent more time gazing at the eye region. There has been limited studies on tracking eye gaze in a real-life setting interacting with another person. We used a wearable eye tracker during a brief one-on-one interview about participants’ challenges faced at work or school. Along with self-report psychological measures about social anxiety and sh
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Nguyen, Anthony Ngoc. "Importance Prioritised Image Coding in JPEG 2000." Thesis, Queensland University of Technology, 2005. https://eprints.qut.edu.au/16005/1/Anthony_Nguyen_Thesis.pdf.

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Importance prioritised coding is a principle aimed at improving the interpretability (or image content recognition) versus bit-rate performance of image coding systems. This can be achieved by (1) detecting and tracking image content or regions of interest (ROI) that are crucial to the interpretation of an image, and (2)compressing them in such a manner that enables ROIs to be encoded with higher fidelity and prioritised for dissemination or transmission. Traditional image coding systems prioritise image data according to an objective measure of distortion and this measure does not correlate w
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Nguyen, Anthony Ngoc. "Importance Prioritised Image Coding in JPEG 2000." Queensland University of Technology, 2005. http://eprints.qut.edu.au/16005/.

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Importance prioritised coding is a principle aimed at improving the interpretability (or image content recognition) versus bit-rate performance of image coding systems. This can be achieved by (1) detecting and tracking image content or regions of interest (ROI) that are crucial to the interpretation of an image, and (2)compressing them in such a manner that enables ROIs to be encoded with higher fidelity and prioritised for dissemination or transmission. Traditional image coding systems prioritise image data according to an objective measure of distortion and this measure does not correlate w
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Vestin, Albin, and Gustav Strandberg. "Evaluation of Target Tracking Using Multiple Sensors and Non-Causal Algorithms." Thesis, Linköpings universitet, Reglerteknik, 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-160020.

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Today, the main research field for the automotive industry is to find solutions for active safety. In order to perceive the surrounding environment, tracking nearby traffic objects plays an important role. Validation of the tracking performance is often done in staged traffic scenarios, where additional sensors, mounted on the vehicles, are used to obtain their true positions and velocities. The difficulty of evaluating the tracking performance complicates its development. An alternative approach studied in this thesis, is to record sequences and use non-causal algorithms, such as smoothing, i
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Dong, Weizhen. "Time Blanking for GBT Data with RADAR RFI." Diss., CLICK HERE for online access, 2004. http://contentdm.lib.byu.edu/ETD/image/etd468.pdf.

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Abbasi, Hoseini Afshin. "Experimental study of turbulent flow with dispersed rod-like particles through optical measurements." Doctoral thesis, Norges teknisk-naturvitenskapelige universitet, Institutt for energi- og prosessteknikk, 2014. http://urn.kb.se/resolve?urn=urn:nbn:no:ntnu:diva-24956.

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The knowledge of the behavior of non-spherical particles suspended in turbulent flows covers a wide range of applications in engineering and science. Dispersed two-phase flows and turbulence are the most challenging subjects in engineering, and when combined it gives rise to more complexities as the result of the inherent stochastic nature of the turbulence of the carrier-phase together with the random distribution of the dispersed phase. Moreover, for anisotropic particles the coupling between the translation and rotation of particle increases the complication. Because of the practical import
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Books on the topic "ROI tracking"

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Pulliam, Phillips Patricia, ed. The consultant's scorecard: Tracking ROI and bottom-line impact of consulting projects. 2nd ed. McGraw-Hill, 2011.

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Dreyfus, Pablo. Tracking the guns: International diversion of small arms to illicit markets in Rio de Janeiro. Viva Rio, 2006.

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Tillery, Anne. Survey of hydrologic models and hydrologic data needs for tracking flow in the Rio Grande, North-Central New Mexico, 2010. U.S. Dept. of the Interior, U.S. Geological Survey, 2012.

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R, Eggleston Jack, Geological Survey (U.S.), and Coalition of Six Middle Rio Grande Basin Pueblos (N.M.), eds. Survey of hydrologic models and hydrologic data needs for tracking flow in the Rio Grande, North-Central New Mexico, 2010. U.S. Dept. of the Interior, U.S. Geological Survey, 2012.

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Gilliland, Fran. Will Mcgovern: Tracking Vengeance To The Rio Grande. Xlibris Corporation, 2004.

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Book chapters on the topic "ROI tracking"

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Dergachov, Kostiantyn, Eugene Ovdiyuk, and Vladyslav Dubinin. "Comparative Analysis Region of Interest (ROI) Tracking Methods." In Lecture Notes in Networks and Systems. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-94845-9_6.

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Kitts, Brendan, Dyng Au, and Brian Burdick. "Real-Time Television ROI Tracking Using Mirrored Experimental Designs." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-40319-4_9.

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Zhao, Feng, Serhan Cosar, Nicola Bellotto, and Shigang Yue. "Smart Calibration Between RGB-D and Thermal Cameras for ROI Detection and Tracking in Physiological Monitoring." In Encyclopedia of Computer Graphics and Games. Springer International Publishing, 2024. http://dx.doi.org/10.1007/978-3-031-23161-2_373.

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Zhao, Feng, Serhan Cosar, Nicola Bellotto, and Shigang Yue. "Smart Calibration between RGB-D and Thermal Cameras for ROI Detection and Tracking in Physiological Monitoring." In Encyclopedia of Computer Graphics and Games. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-319-08234-9_373-1.

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Hartley, D. W. "A Cable Location and Tracking System for Cirrus." In ROV ’86: Remotely Operated Vehicles. Springer Netherlands, 1986. http://dx.doi.org/10.1007/978-94-009-4207-3_20.

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Côté, Pascal, Jean-Pierre Gagné, and Rémi St-Pierre. "Anode Rod Tracking: A New Marking Method for Optimized Implementation." In Light Metals 2022. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-92529-1_114.

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Riazy, Leili, Bastien Milani, João S. Periquito, et al. "Subsegmentation of the Kidney in Experimental MR Images Using Morphology-Based Regions-of-Interest or Multiple-Layer Concentric Objects." In Methods in Molecular Biology. Springer US, 2021. http://dx.doi.org/10.1007/978-1-0716-0978-1_33.

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AbstractFunctional renal MRI promises access to a wide range of physiologically relevant parameters such as blood oxygenation, perfusion, tissue microstructure, pH, and sodium concentration. For quantitative comparison of results, representative values must be extracted from the parametric maps obtained with these different MRI techniques. To improve reproducibility of results this should be done based on regions-of-interest (ROIs) that are clearly and objectively defined.Semiautomated subsegmentation of the kidney in magnetic resonance images represents a simple but very valuable approach for
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Suzuki, Hiroya, Ryuki Tsukikawa, Daiji Kobayashi, Makoto Sato, Takehiko Yamaguchi, and Tetsuya Harada. "Improvement of SPIDAR-HS and Construction of Visual Rod Tracking Task Environment." In Lecture Notes in Computer Science. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-60152-2_15.

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Cesaraccio, Carla, Alessandra Piga, Andrea Ventura, Angelo Arca, and Pierpaolo Duce. "Monitoring phenological traits of a coastal mediterranean maquis area through automated systems." In Monitoring of Mediterranean Coastal Areas: Problems and Measurement Techniques. Firenze University Press, 2024. https://doi.org/10.36253/979-12-215-0556-6.12.

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Understanding ecosystem dynamics in an era of global change and declining biodiversity requires monitoring biotic components such as plant behaviors and traits. Innovative integrated systems using high-frequency digital images automate vegetation tracking and record of detailed morphological and phenological data. In this study, a description of prototypal monitoring systems based on repeated digital images for detecting changes in phenological traits of Mediterranean coastal maquis in North-West Sardinia is reported. Developed at CNR Laboratories, the systems use high-resolution cameras on au
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Aluminij, D. D., Ivan Grle, Alfred Harwardt, and Manfred Beilstein. "ARTS - Anode & Rod Tracking System - A New Tool for Optimization of Anode Performance." In Light Metals 2014. John Wiley & Sons, Inc., 2014. http://dx.doi.org/10.1002/9781118888438.ch210.

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Conference papers on the topic "ROI tracking"

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Tabal, Keith Marlon R., and Jennifer C. Dela Cruz. "Dynamic Face ROI Tracking for Spatiotemporal Video Processing-based Pulse Rate Estimation." In 2024 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS). IEEE, 2024. http://dx.doi.org/10.1109/i2cacis61270.2024.10649864.

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Partanen, Tero, Miika Kotajärvi, Alexandre Mercat, and Jarno Vanne. "Motion-Vector-Driven Lightweight ROI Tracking for Real-Time Saliency-Guided Video Encoding." In 2024 32nd European Signal Processing Conference (EUSIPCO). IEEE, 2024. http://dx.doi.org/10.23919/eusipco63174.2024.10715465.

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Doostmohammadian, Mohammadreza, and Hamid R. Rabiee. "Distributed Observer Design for Tracking Platoon of Connected and Autonomous Vehicles." In 2024 12th RSI International Conference on Robotics and Mechatronics (ICRoM). IEEE, 2024. https://doi.org/10.1109/icrom64545.2024.10903647.

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Ghods, Amir Ahmad, and Mohammadreza Doostmohammadian. "Decentralized Mobile Target Tracking Using Consensus-Based Estimation with Nearly-Constant-Velocity Modeling." In 2024 12th RSI International Conference on Robotics and Mechatronics (ICRoM). IEEE, 2024. https://doi.org/10.1109/icrom64545.2024.10903532.

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Yokota, Masae, Sarthak Pathak, and Kazunori Umeda. "Robust Gesture-based Appliance Control via Operator Identification and Tracking." In 2024 33rd IEEE International Conference on Robot and Human Interactive Communication (ROMAN). IEEE, 2024. http://dx.doi.org/10.1109/ro-man60168.2024.10731258.

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Fahimi, Hamidreza, Abolghasem Naghash, Ali Rahimi, and Narin Hessari. "Enhancing Aerial Cinematography: Robust Visual-Inertial Tracking for Agile Subjects with Novel Data Integration." In 2024 12th RSI International Conference on Robotics and Mechatronics (ICRoM). IEEE, 2024. https://doi.org/10.1109/icrom64545.2024.10903642.

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Asadi, Ali, Amirreza Hassan Nejad, and S. Ali A. Moosavian. "Real-Time Face-Tracking Control of a 4 DOF Manipulator Using Deep Learning Detection." In 2024 12th RSI International Conference on Robotics and Mechatronics (ICRoM). IEEE, 2024. https://doi.org/10.1109/icrom64545.2024.10903630.

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Sun, Yuxuan, Chong Sun, Dong Wang, You He, and Huchuan Lu. "ROI Pooled Correlation Filters for Visual Tracking." In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, 2019. http://dx.doi.org/10.1109/cvpr.2019.00593.

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Weiler, Florian, and Horst K. Hahn. "An interactive ROI tool for DTI fiber tracking." In SPIE Medical Imaging, edited by Kenneth H. Wong and David R. Holmes III. SPIE, 2011. http://dx.doi.org/10.1117/12.878120.

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Su, Lihui, YaoWei Wang, and Yonghong Tian. "R-SiamNet: ROI-Align Pooling Baesd Siamese Network for Object Tracking." In 2020 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR). IEEE, 2020. http://dx.doi.org/10.1109/mipr49039.2020.00012.

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Reports on the topic "ROI tracking"

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Kwon, Heeseo Rain, HeeAh Cho, Jongbok Kim, Sang Keon Lee, and Donju Lee. International Case Studies of Smart Cities: Songdo, Republic of Korea. Inter-American Development Bank, 2016. http://dx.doi.org/10.18235/0007012.

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This case study is one of ten international studies developed by the Korea Research Institute for Human Settlements (KRIHS), in association with the Inter-American Development Bank (IDB), for the cities of Anyang, Medellin, Namyangju, Orlando, Pangyo, Rio de Janeiro, Santander, Singapore, Songdo, and Tel Aviv. At the IDB, the Competitiveness and Innovation Division (CTI), the Fiscal and Municipal Management Division (FMM), and the Emerging and Sustainable Cities Initiative (ESCI) coordinated the study. This project was part of technical cooperation ME-T1254, financed by the Knowledge Partnersh
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Kwon, Heeseo Rain, HeeAh Cho, Jongbok Kim, Sang Keon Lee, and Donju Lee. International Case Studies of Smart Cities: Orlando, United States of America. Inter-American Development Bank, 2016. http://dx.doi.org/10.18235/0007015.

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This case study is one of ten international studies developed by the Korea Research Institute for Human Settlements (KRIHS), in association with the Inter-American Development Bank (IDB), for the cities of Anyang, Medellin, Namyangju, Orlando, Pangyo, Rio de Janeiro, Santander, Singapore, Songdo, and Tel Aviv. At the IDB, the Competitiveness and Innovation Division (CTI), the Fiscal and Municipal Management Division (FMM), and the Emerging and Sustainable Cities Initiative (ESCI) coordinated the study. This project was part of technical cooperation ME-T1254, financed by the Knowledge Partnersh
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Lee, Jusang, John E. Haddock, Dario D. Batioja Alvarez, and Reyhaneh Rahbar Rastegar. Quality Control and Quality Assurance of Asphalt Mixtures Using Laboratory Rutting and Cracking Tests. Purdue University, 2019. http://dx.doi.org/10.5703/1288284317087.

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The main objectives of this project were to review the available balanced-mix design (BMD) methodologies, understand the I-FIT and Hamburg Wheel Tracking Test (HWTT) test methods using INDOT asphalt mixtures, and to explore the application of these tests to both a BMD approach and as performance-related Quality Control (QC) and Quality Acceptance (QA) methods. Two QA mixture specimen types, plant-mixed laboratory-compacted (PMLC) and plant-mixed field-compacted (PMFC) were used in the determination of cracking and rutting parameters. Distribution functions for the flexibility index (FI) values
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Progress Report (2014-2015) of the MDB Working Group on Sustainable Transport. Inter-American Development Bank, 2015. http://dx.doi.org/10.18235/0006461.

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1. In the third year of the Multilateral Development Banks¿1 (MDBs) Joint Statement of 2012, our eight MDBs are on target to meet the goal of the Commitment to Sustainable Transport (hereafter the Rio+20 Commitment) to provide more than $175 billion of loans and grants for transport in developing countries over the coming decade (2012-2022). Collectively, in 2014, about $20 billion of new funding for transport projects was added to the $20 billion approved in the first year of our Commitment (2012) and $25 billion approved in 2013. 2. This $20 billion in funding comprised more than 193 approva
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