Academic literature on the topic 'Predicted frames sequence'

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Journal articles on the topic "Predicted frames sequence"

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Gu, Ming Ming, and Qi Jing. "Compressed Sensing with Generalized Hebbian Algorithm in Video Frame Prediction." Applied Mechanics and Materials 397-400 (September 2013): 2167–70. http://dx.doi.org/10.4028/www.scientific.net/amm.397-400.2167.

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Compressed Sensing with Generalized Hebbian Algorithm (GHA) in Video Frame Prediction is proposed in the paper. After analyzing the inter-frame correlation among the images of video sequences, GHA, as neural network algorithm of PCA, is adopted to remove the transform coefficients with lower value according in order to implement video compressed sensing. Furthermore, for statistics of the adjacent frames are similar enough, the algorithm processes superiority in video frame prediction. Simulation results show that, the proposed algorithm can not only improve the reconstructed quality and the v
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Chen, Xinyi, Weimin Lei, Wei Zhang, Yanwen Wang, and Mingxin Liu. "Ultra-Low Bitrate Predictive Portrait Video Compression with Diffusion Models." Symmetry 17, no. 6 (2025): 913. https://doi.org/10.3390/sym17060913.

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Deep neural video compression codecs have shown great promise in recent years. However, there are still considerable challenges for ultra-low bitrate video coding. Inspired by recent diffusion models for image and video compression attempts, we attempt to leverage diffusion models for ultra-low bitrate portrait video compression. In this paper, we propose a predictive portrait video compression method that leverages the temporal prediction capabilities of diffusion models. Specifically, we develop a temporal diffusion predictor based on a conditional latent diffusion model, with the predicted
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VERMA, NISHCHAL K., and SHIKHA SINGH. "IMAGE SEQUENCE PREDICTION USING ANN AND RBFNN." International Journal of Image and Graphics 13, no. 02 (2013): 1340006. http://dx.doi.org/10.1142/s0219467813400068.

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A novel approach to predict future image frame of an image sequence is being presented. First, a method to predict the future position of a moving object in an image sequence is discussed using artificial neural network (ANN). Second, optical flow concept is used for generating complete image frame by calculating velocity of each pixel on both axes. A separate ANN (both sigmoidal and radial basis function neural network) is modeled for each pixel's velocity and predicted velocity of each pixel is then mapped to its future values and image frames are generated. The quality evaluations of predic
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Elton, Debra M., William A. Bonass, Richard A. Killington, David M. Meredith, and Ian W. Halliburton. "Location of open reading frames coding for equine herpesvirus type-1 glycoproteins with homology to gE and gI of herpes simplex virus." American Journal of Veterinary Research 52, no. 8 (1991): 1252–57. http://dx.doi.org/10.2460/ajvr.1991.52.08.1252.

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Summary The dna fragments representing the entire short unique region and part of the repeat sequences of the equine herpesvirus type-1 genome were cloned into plasmid vectors. The approximate positions of the junctions between the short unique region and the inverted repeats were then located by restriction endonuclease mapping. Two open reading frames coding for potential glycoproteins have been identified within the short unique region, using dna sequence analysis. The predicted amino acid sequences of these open reading frames had extensive homology to the herpes simplex virus glycoprotein
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Duffy, Simon P., Aaron M. Young, Benoit Morin, Christopher J. Lucarotti, Ben F. Koop, and David B. Levin. "Sequence Analysis and Organization of the Neodiprion abietis Nucleopolyhedrovirus Genome." Journal of Virology 80, no. 14 (2006): 6952–63. http://dx.doi.org/10.1128/jvi.00187-06.

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ABSTRACT Of 30 baculovirus genomes that have been sequenced to date, the only nonlepidopteran baculoviruses include the dipteran Culex nigripalpus nucleopolyhedrovirus and two hymenopteran nucleopolyhedroviruses that infect the sawflies Neodiprion lecontei (NeleNPV) and Neodiprion sertifer (NeseNPV). This study provides a complete sequence and genome analysis of the nucleopolyhedrovirus that infects the balsam fir sawfly Neodiprion abietis (Hymenoptera, Symphyta, Diprionidae). The N. abietis nucleopolyhedrovirus (NeabNPV) is 84,264 bp in size, with a G+C content of 33.5%, and contains 93 predi
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Liu, Xiaoying, Rolf Sommer Kaas, Peter Ruhdal Jensen, and Mhairi Workman. "Draft Genome Sequence of the Yeast Pachysolen tannophilus CBS 4044/NRRL Y-2460." Eukaryotic Cell 11, no. 6 (2012): 827. http://dx.doi.org/10.1128/ec.00114-12.

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ABSTRACT A draft genome sequence of the yeast Pachysolen tannophilus CBS 4044/NRRL Y-2460 is presented. The organism has the potential to be developed as a cell factory for biorefineries due to its ability to utilize waste feedstocks. The sequenced genome size was 12,238,196 bp, consisting of 34 scaffolds. A total of 4,463 genes from 5,346 predicted open reading frames were annotated with function.
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Furnari, Gabriele, Cristian Secchi, and Federica Ferraguti. "Sequence-based imitation learning for surgical robot operations." Artificial Intelligence Surgery 5, no. 1 (2025): 103–15. https://doi.org/10.20517/ais.2024.32.

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Aim This paper aims to advance autonomous surgical operations through imitation learning from video demonstrations. Methods To address this objective, we propose two main contributions: (1) We introduce a new dataset of virtual kidney tumor environments to train our model on. The dataset is composed of video demonstrations of tumor removal from the kidney, executed in a virtual environment, and kinematic data of the robot tools; (2) We employed an imitation learning architecture composed of vision transformers (ViT) to handle the frames extracted from the videos and of a long short-term memory
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Murdiyatmo, U., W. Asmara, J. S. H. Tsang, A. J. Baines, A. T. Bull, and D. J. Hardman. "Molecular biology of the 2-haloacid halidohydrolase IVa from Pseudomonas cepacia MBA4." Biochemical Journal 284, no. 1 (1992): 87–93. http://dx.doi.org/10.1042/bj2840087.

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The structural gene (hdl IVa) for the Pseudomonas cepacia MBA4 2-haloacid halidohydrolase IVa (Hdl IVa) was isolated on a 1.6 kb fragment of Ps. cepacia MBA4 chromosomal DNA. The recombinant halidohydrolase was expressed in Escherichia coli and Pseudomonas putida and the structural gene was subcloned on to the tac expression vector pBTac1. High-level expression from the tac promoter was seen to be temperature-dependent, a consequence of the nucleotide sequence adjacent to the fragment encoding the halidohydrolase. The nucleotide sequence of the fragment encoding the Hdl IVa was determined and
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Тимочко, О. І., В. В. Ларін, Ю. І. Шевяков, and А. Абдалла. "Investigation of the mechanism for processing predicted frames in the technology of compression of transformed images in computer systems and special purpose networks." Системи обробки інформації, no. 4(163), (October 28, 2020): 87–93. http://dx.doi.org/10.30748/soi.2020.163.09.

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The analysis of image processing technologies shows the main practice way to improve the quality of image processing. It is a preliminary analysis and subsequent image processing. It depends on the result of the preliminary analysis (filtration, sharpening, noise reduction, etc.). However, when selection of the method of preliminary analysis, an intermediate evaluation of results, selection of the subsequent processing method, etc. decision makers involved. This is not acceptable for practical implementation in automatic processing and transmission of video information systems. The main diffic
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Yan, Bo, Chuming Lin, and Weimin Tan. "Frame and Feature-Context Video Super-Resolution." Proceedings of the AAAI Conference on Artificial Intelligence 33 (July 17, 2019): 5597–604. http://dx.doi.org/10.1609/aaai.v33i01.33015597.

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For video super-resolution, current state-of-the-art approaches either process multiple low-resolution (LR) frames to produce each output high-resolution (HR) frame separately in a sliding window fashion or recurrently exploit the previously estimated HR frames to super-resolve the following frame. The main weaknesses of these approaches are: 1) separately generating each output frame may obtain high-quality HR estimates while resulting in unsatisfactory flickering artifacts, and 2) combining previously generated HR frames can produce temporally consistent results in the case of short informat
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Dissertations / Theses on the topic "Predicted frames sequence"

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Пархоменко, Максим Вікторович, Максим Викторович Пархоменко та Maksim Viktorovych Parkhomenko. "Метод кодування для підвищення бітової швидкості динамічного відеоресурсу в інформаційних системах". Thesis, Національний авіаційний університет, 2021. https://er.nau.edu.ua/handle/NAU/48933.

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У дисертаційній роботі вирішена актуальна науково-прикладна задача щодо підвищення бітової швидкості динамічного відеоресурсу в інформаційно-телекомунікаційних системах в процесі управління об’єктами критичної інфраструктури. Виявлено проблемні недоліки існуючих концепцій побудови стандартизованих ІТОДВ. Проведено обґрунтування того, що для удосконалення ІТОДВ пропонується використовувати технологічний підхід, який базується на обробці послідовності кадрів ДВІР з використанням структурнокомбінаторного підходу, який враховує наявність значної кількості відповідної міжкадрової надмірності. Нада
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Book chapters on the topic "Predicted frames sequence"

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Paaß, Gerhard, and Sven Giesselbach. "Foundation Models for Speech, Images, Videos, and Control." In Artificial Intelligence: Foundations, Theory, and Algorithms. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-23190-2_7.

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AbstractFoundation Models are able to model not only tokens of natural language but also token elements of arbitrary sequences. For images, square image patches can be represented as tokens; for videos, we can define tubelets that span an image patch across multiple frames. Subsequently, the proven self-attention algorithms can be applied to these tokens. Most importantly, several modalities like text and images can be processed in the same sequence allowing, for instance, the generation of images from text and text descriptions from video. In addition, the models are scalable to very large ne
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Ye, Sang-Myoung, Rae-Hong Park, and Dong-Kyu Lee. "Object Segmentation Based on a Nonparametric Snake with Motion Prediction in Video." In Cross-Disciplinary Applications of Artificial Intelligence and Pattern Recognition. IGI Global, 2012. http://dx.doi.org/10.4018/978-1-61350-429-1.ch006.

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Object segmentation in video sequence is a basic and important task in video applications such as surveillance systems and video coding. Nonparametric snake algorithms for object segmentation have been proposed to overcome the drawback of conventional snake algorithms: the dependency on several parameters. In this chapter, a new object segmentation algorithm for video, based on a nonparametric snake model with motion prediction, is proposed. Object contour is initialized by using the mean absolute difference of intensity between input and previous frames. And in order to convert initial object
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Brunner, M., and S. W. Whiteheart. "SNAP." In Secretory Pathway. Oxford University PressOxford, 1994. http://dx.doi.org/10.1093/oso/9780198599425.003.0111.

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Abstract SNAP proteins purified from bovine brain tissue were digested by proteases3. Amino acid sequence analyses of SNAP peptides were used to design degenerate oligonucleotide primers and SNAP specific probes were then amplified from a bovine brain cDNA library using the polymerase chain reaction. These probes were then used to screen a ).,gt10 library3 and clones encoding a-, 13-, and y-SNAPS were obtained. The cDNA clones contain open reading frames of 885, 894 and 984 nucleotides, encoding proteins with predicted M,s of 33 kDa, 34 kDa and 36 kDa, respectively, for a-, 13-, and y-SNAPS. a
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Alterovitz Ron, Pouliot Jean, Taschereau Richard, Joe Hsu I-Chow, and Goldberg Ken. "Simulating Needle Insertion and Radioactive Seed Implantation for Prostate Brachytherapy." In Studies in Health Technology and Informatics. IOS Press, 2003. https://doi.org/10.3233/978-1-60750-938-7-19.

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We are developing a simulation of needle insertion and radioactive seed implantation to facilitate surgeon training and planning for brachytherapy for treating prostate cancer. Inserting a needle into soft tissues causes the tissues to displace and deform: ignoring these effects during seed implantation leads to imprecise seed placements. Surgeons should learn to compensate for these effects so seeds are implanted close to their pre-planned locations. We describe a new 2-D dynamic FEM model based on a 7-phase insertion sequence where the mesh is updated to maintain element boundaries along the
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Banting, G., B. Reave, A. Wilde, et al. "TGN38/41." In Secretory Pathway. Oxford University PressOxford, 1994. http://dx.doi.org/10.1093/oso/9780198599425.003.0122.

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Abstract cDNA clones encoding both TGN38 and TGN41 have been isolated and sequenced (these sequences are present in the GenEMBL database with accession numbers X53565 and X64600). The only difference between the two sequences is a stretch of eight base pairs in the TGN41 sequence which contains a five base pair insertion not found in the TGN38 sequence. This insertion is in the region of the cDNA encoding the cytoplasmic domain of the protein, and leads to a shift in reading frame such that the (-termi-nal cytoplasmic domain of TGN41 is 20 amino acids longer than that of TGN38. The conceptual
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Bauerle, B. M., and T. H. Stevens. "VMA6." In Secretory Pathway. Oxford University PressOxford, 1994. http://dx.doi.org/10.1093/oso/9780198599425.003.0162.

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Abstract The VMA6 gene was cloned using a reverse genetic strategy. Peptide sequence data from tryptic fragments of gel purified 36 kDa polypeptide was used to design corresponding “sense” and “antisense” oligonucleotides. Pairs of degenerate oligonucleotides were used as primers to amplify sequences from yeast genomic DNA by PCR, and the PCR fragment was used to obtain the intact VMA6 gene. The DNA sequence of VMA6 (GenBank accession # L11584) contains an open reading frame that is predicted to encode a polypeptide of 345 amino acids with a molecular mass of 39.8 kDa. All five of the original
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Bischoff, F. Ralf, Elias Coutavas, Peter D’Eustachio Herwig Ponstingl, Mindong Ren, and Mark Rush. "Ran/TC4." In Guidebook to the Sinall GTPases. Oxford University PressOxford, 1995. http://dx.doi.org/10.1093/oso/9780198599456.003.0153.

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Abstract Ran/TC4 was originally identified by screening a human teratocarcinoma cDNA library with degenerate oligonucleotides based on the conserved DTAGQE sequence of Ras family members (Drivas etal. 1990). The DNA sequence of Ran/TC4 (Ren et al. 1993) and its predicted open reading frame are shown in Fig. 1 (GenBank accession number M31469). To date, the coding sequences for several other Ran subfamily members have been identified in mouse (Coutavas et al. 1994),
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Ho, M. N., and T. H. Stevens. "VMA3." In Secretory Pathway. Oxford University PressOxford, 1994. http://dx.doi.org/10.1093/oso/9780198599425.003.0159.

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Abstract The sequence of the VMA3 gene (GenBank accession #X15155) contains an open reading frame encoding a hydrophobic protein of 160 amino acids with a predicted molecular mass of 16.3 kDa12 The amino acid sequence exhibits 58% identity to the proteolipid of bovine chromaffin granules V-type H+-ATPase and shows similar identity to vacuolar H+-ATPase proteolipids from other organisms. Vma3p is predicted to have four transmembrane spanning regions, however it does not appear to have a cleavable signal sequence12. In addition, Vma3p contains a putative N,N’-dicyclohexylcarbodiimide (DCCD)bindi
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Pelham, H. "SED4." In Secretory Pathway. Oxford University PressOxford, 1994. http://dx.doi.org/10.1093/oso/9780198599425.003.0086.

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Abstract The SED4 gene is included in the complete sequence of chromosome Ill (GenBank accession number X59720}, and corresponds to the open reading frame designated YCR67c2 The sequence predicts a protein of 1065 amino acids. It has a single predicted transmembrane sequence, and by analogy with Sec12p (see p. 113) is likely to have its N terminus in the cytoplasm. The cytoplasmic domain is 45% identical to that of Sec12p; the luminal domain of Sed4p is considerably larger than that of Sec12p, and does not show significant homology to it.
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Craig, E. A. "Saccharomyces cerevisiae Ssh1p." In Guidebook to Molecular Chaperones and Protein-Folding Catalysts. Oxford University PressOxford, 1997. http://dx.doi.org/10.1093/oso/9780198599494.003.0009.

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Abstract The Ssh1 protein is encoded by an open reading frame on chromosome 12 (GenBank YSCL8039, accession number U19103) predicted to encode a 657 amino acid protein. The predicted sequence includes an N-terminal sequence with similarity to mitochondrial presequences. Sshlp is imported into the mitochondrial matrix, is cleaved in the process. Sshlp shares most identity (53%) with Ssdp. It is 46, 43% identical to Ssalp, Kar2p of the cytosol, ER lumen, respectively (Schilke et al., 1996).
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Conference papers on the topic "Predicted frames sequence"

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Gan, Shiwei, Yafeng Yin, Zhiwei Jiang, Kang Xia, Lei Xie, and Sanglu Lu. "Contrastive Learning for Sign Language Recognition and Translation." In Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23}. International Joint Conferences on Artificial Intelligence Organization, 2023. http://dx.doi.org/10.24963/ijcai.2023/85.

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There are two problems that widely exist in current end-to-end sign language processing architecture. One is the CTC spike phenomenon which weakens the visual representational ability in Continuous Sign Language Recognition (CSLR). The other one is the exposure bias problem which leads to the accumulation of translation errors during inference in Sign Language Translation (SLT). In this paper, we tackle these issues by introducing contrast learning, aiming to enhance both visual-level feature representation and semantic-level error tolerance. Specifically, to alleviate CTC spike phenomenon and
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Zhang, Runzhong, Suchen Wang, Yueqi Duan, Yansong Tang, Yue Zhang, and Yap-Peng Tan. "HOI-aware Adaptive Network for Weakly-supervised Action Segmentation." In Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23}. International Joint Conferences on Artificial Intelligence Organization, 2023. http://dx.doi.org/10.24963/ijcai.2023/191.

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In this paper, we propose an HOI-aware adaptive network named AdaAct for weakly-supervised action segmentation. Most existing methods learn a fixed network to predict the action of each frame with the neighboring frames. However, this would result in ambiguity when estimating similar actions, such as pouring juice and pouring coffee. To address this, we aim to exploit temporally global but spatially local human-object interactions (HOI) as video-level prior knowledge for action segmentation. The long-term HOI sequence provides crucial contextual information to distinguish ambiguous actions, wh
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Blloshmi, Rexhina, Simone Conia, Rocco Tripodi, and Roberto Navigli. "Generating Senses and RoLes: An End-to-End Model for Dependency- and Span-based Semantic Role Labeling." In Thirtieth International Joint Conference on Artificial Intelligence {IJCAI-21}. International Joint Conferences on Artificial Intelligence Organization, 2021. http://dx.doi.org/10.24963/ijcai.2021/521.

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Despite the recent great success of the sequence-to-sequence paradigm in Natural Language Processing, the majority of current studies in Semantic Role Labeling (SRL) still frame the problem as a sequence labeling task. In this paper we go against the flow and propose GSRL (Generating Senses and RoLes), the first sequence-to-sequence model for end-to-end SRL. Our approach benefits from recently-proposed decoder-side pretraining techniques to generate both sense and role labels for all the predicates in an input sentence at once, in an end-to-end fashion. Evaluated on standard gold benchmarks, G
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Katsuki, Ryosuke, Keiichi Watanuki, Suguru Mashima, and Yusuke Osawa. "Quantifying Interest from Facial Images, and the Role of Video in Effective Business Calls." In 14th International Conference on Applied Human Factors and Ergonomics (AHFE 2023). AHFE International, 2023. http://dx.doi.org/10.54941/ahfe1003238.

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It is said, to succeed in business, put the interest of customers ahead of your own. This is great advice to businesses, racing to deploy video calls to provide COVID-safe meetings and/or benefit from general conveniences and gain productivity. If 55% of the communication is truly nonverbal as suggested by Prof. Albert Mehrabian from University of California in Los Angeles, putting the interest of the customer ahead means listening carefully to the nonverbal channels. In video calls, one must try hardest to read, understand and manage the customer interest expressed in the video images.In this
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Morscheck, Luke A., and John J. Roller. "Stress Testing of a New North American Passenger Locomotive Truck Frame in Accordance With International Union of Railways (UIC) Code." In 2013 Joint Rail Conference. American Society of Mechanical Engineers, 2013. http://dx.doi.org/10.1115/jrc2013-2426.

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MotivePower Incorporated (MPI) a Wabtec company and CTLGroup have completed stress testing of a new two-axle passenger locomotive truck (bogie) frame for use in North America. Testing was performed in accordance with International Union of Railways (UIC) Code 615-4 – Bogie Frame Structural Strength Tests [1]. Static testing was performed to simulate exceptional, main in-service and particular in-service loads. A three-phase dynamic fatigue test of 10 million cycles was also performed. Factors for quasi-static, dynamic and track twist (warp) loads were increased from those recommended by the UI
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Lippman, Andrew. "Open Architecture Television." In Applied Vision. Optica Publishing Group, 1989. http://dx.doi.org/10.1364/av.1989.thc5.

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During the past few years, potentially misdirected effort has been expended developing the notion of high definition television (HDTV) as a system akin to existing television but with approximately twice the spatial resolution horizontally and vertically, and with a slightly higher aspect ratio. System proponents have suggested “production” or distribution systems where the sole difference between current systems and these new ideas is the number of lines and the pixel rate. These efforts have resulted in international discord that may well result in a generation of television systems that imp
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Jacobsen, Karina, David Tyrell, and Benjamin Perlman. "Impact Test of a Crash-Energy Management Passenger Rail Car." In ASME/IEEE 2004 Joint Rail Conference. ASMEDC, 2004. http://dx.doi.org/10.1115/rtd2004-66045.

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On December 3, 2003, a single-car impact test was conducted to assess the crashworthiness performance of a modified passenger rail car. A coach car retrofitted with a Crash Energy Management (CEM) end structure impacted a fixed barrier at approximately 35 mph. This speed is just beyond the capabilities of current equipment to protect the occupants. The test vehicle was instrumented with accelerometers, string potentiometers, and strain gages to measure the gross motions of the car body in three dimensions, the deformation of specific structural components, and the force/crush characteristic of
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Ruzzene, M. "Vibration and Sound Radiation of Sandwich Beams With Honeycomb Truss Core." In ASME 2003 International Mechanical Engineering Congress and Exposition. ASMEDC, 2003. http://dx.doi.org/10.1115/imece2003-41552.

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The vibrations of and the sound radiation from sandwich beams with truss core are here analyzed. The structure of the core is composed of a sequence of identical unit cells repeating along the beam length and across the core thickness. Each cell is composed of beam elements assembled to form a frame structure. Layouts with honeycomb patterns arranged through the thickness of the core are considered. This design represents an alternative with respect to the traditional application of honeycombs in sandwich construction. The proposed configuration provides sandwich beams with interesting structu
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Fernandez, David, Pedram MohajerAnsari, Amir Salarpour, and Mert D. Pesé. "Avoiding the Crash: A Vision-Language Model Evaluation of Critical Traffic Scenarios." In WCX SAE World Congress Experience. SAE International, 2025. https://doi.org/10.4271/2025-01-8213.

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<div class="section abstract"><div class="htmlview paragraph">Autonomous Vehicles (AVs) have transformed transportation by reducing human error and enhancing traffic efficiency, driven by deep neural network (DNN) models that power image classification and object detection. However, to maintain optimal performance, these models require periodic re-training; failure to do so can result in malfunctions that may lead to accidents. Recently, Vision-Language Models (VLMs), such as LLaVA-7B and MoE-LLaVA, have emerged as powerful alternatives, capable of correlating visual and textual da
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Nath, F., G. Aguirre, E. C. Vazquez, O. Portillo, R. Gindic, and A. Cuellar. "Deformation, Damage, And Fracture in Hot Dry Rock of Geothermal Reservoir Under Uniaxial and Diametrical Compression Using 3D-DIC." In SPE Annual Technical Conference and Exhibition. SPE, 2023. http://dx.doi.org/10.2118/215048-ms.

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Abstract Geothermal resources have attracted global attention because of their renewability, cleanliness, and universality. The U.S. Department of Energy estimates that harnessing just 0.1% of the Earth's geothermal energy can power humanity for 2 million years. An improved geothermal system (EGS) efficiently extracts heat from deep hot dry rock (HDR). However, EGS is battling to assure safe drilling and appropriate fracturing to extract heat potential. Conventional laboratory techniques cannot detect fine-scale variability in HDR structures during loading. Due to its inherent heterogeneities,
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