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1,803 results on '"Sandeep, N."'

11. Robust 3D Garment Digitization from Monocular 2D Images for 3D Virtual Try-On Systems

Author

Majithia, Sahib, Parameswaran, Sandeep N., Babar, Sadbhavana, Garg, Vikram, Srivastava, Astitva, and Sharma, Avinash

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

In this paper, we develop a robust 3D garment digitization solution that can generalize well on real-world fashion catalog images with cloth texture occlusions and large body pose variations. We assumed fixed topology parametric template mesh models for known types of garments (e.g., T-shirts, Trousers) and perform mapping of high-quality texture from an input catalog image to UV map panels corresponding to the parametric mesh model of the garment. We achieve this by first predicting a sparse set of 2D landmarks on the boundary of the garments. Subsequently, we use these landmarks to perform Thin-Plate-Spline-based texture transfer on UV map panels. Subsequently, we employ a deep texture inpainting network to fill the large holes (due to view variations & self-occlusions) in TPS output to generate consistent UV maps. Furthermore, to train the supervised deep networks for landmark prediction & texture inpainting tasks, we generated a large set of synthetic data with varying texture and lighting imaged from various views with the human present in a wide variety of poses. Additionally, we manually annotated a small set of fashion catalog images crawled from online fashion e-commerce platforms to finetune. We conduct thorough empirical evaluations and show impressive qualitative results of our proposed 3D garment texture solution on fashion catalog images. Such 3D garment digitization helps us solve the challenging task of enabling 3D Virtual Try-on.

Published
2021

12. A Randomized Trial of Photobiomodulation Therapy for Center-Involved Diabetic Macular Edema with Good Visual Acuity (Protocol AE)

Author

Kim, Judy E, Glassman, Adam R, Josic, Kristin, Melia, Michele, Aiello, Lloyd P, Baker, Carl, Eells, Janis T, Jampol, Lee M, Kern, Timothy S, Marcus, Dennis, Salehi-Had, Hani, Shah, Sandeep N, Martin, Daniel F, Stockdale, Cynthia R, Sun, Jennifer K, and Network, DRCR Retina

Subjects
Biomedical and Clinical Sciences, Ophthalmology and Optometry, Neurosciences, Eye Disease and Disorders of Vision, Clinical Trials and Supportive Activities, Clinical Research, Diabetes, Evaluation of treatments and therapeutic interventions, 6.1 Pharmaceuticals, Eye, Adult, Angiogenesis Inhibitors, Clinical Trials, Phase II as Topic, Diabetes Mellitus, Diabetic Retinopathy, Female, Humans, Low-Level Light Therapy, Macular Edema, Male, Middle Aged, Randomized Controlled Trials as Topic, Tomography, Optical Coherence, Visual Acuity, Diabetic macular edema, DRCR Retina Network, photobiomodulation, Ophthalmology and optometry
Abstract

PurposeTo determine if treatment with a photobiomodulation (PBM) device results in greater improvement in central subfield thickness (CST) than placebo in eyes with center-involved diabetic macular edema (CI-DME) and good vision.DesignPhase 2 randomized clinical trial.ParticipantsParticipants had CI-DME and visual acuity (VA) 20/25 or better in the study eye and were recruited from 23 clinical sites in the United States.MethodsOne eye of each participant was randomly assigned 1:1 to a 670-nm light-emitting PBM eye patch or an identical device emitting broad-spectrum white light at low power. Treatment was applied for 90 seconds twice daily for 4 months.Main outcome measuresChange in CST on spectral-domain OCT at 4 months.ResultsFrom April 2019 to February 2020, 135 adults were randomly assigned to either PBM (n = 69) or placebo (n = 66); median age was 62 years, 37% were women, and 82% were White. The median device compliance was 92% with PBM and 95% with placebo. OCT CST increased from baseline to 4 months by a mean (SD) of 13 (53) μm in PBM eyes and 15 (57) μm in placebo eyes, with the mean difference (95% confidence interval [CI]) being -2 (-20 to 16) μm (P = 0.84). CI-DME, based on DRCR Retina Network sex- and machine-based thresholds, was present in 61 (90%) PBM eyes and 57 (86%) placebo eyes at 4 months (adjusted odds ratio [95% CI] = 1.30 (0.44-3.83); P = 0.63). VA decreased by a mean (SD) of -0.2 (5.5) letters and -0.6 (4.6) letters in the PBM and placebo groups, respectively (difference [95% CI] = 0.4 (-1.3 to 2.0) letters; P = 0.64). There were 8 adverse events possibly related to the PBM device and 2 adverse events possibly related to the placebo device. None were serious.ConclusionsPBM as given in this study, although safe and well-tolerated, was not found to be effective for the treatment of CI-DME in eyes with good vision.

Published
2022

15. Introduction to EV Charging Systems

Author

Mathuria, Kirti, primary, Singh, Asmita, additional, Sandeep, N, additional, Verma, Arun Kumar, additional, Saravana Prakash, P, additional, and Tiwari, Harpal, additional

Published
2023
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16. Towards Security Enhancement for NFV-Based IoT Networks Using Machine Learning

Author

Gite, Sandeep N., Kasar, Smita L., Chan, Albert P. C., Series Editor, Hong, Wei-Chiang, Series Editor, Mellal, Mohamed Arezki, Series Editor, Narayanan, Ramadas, Series Editor, Nguyen, Quang Ngoc, Series Editor, Ong, Hwai Chyuan, Series Editor, Sachsenmeier, Peter, Series Editor, Sun, Zaicheng, Series Editor, Ullah, Sharif, Series Editor, Wu, Junwei, Series Editor, Zhang, Wei, Series Editor, Raj, Bhiksha, editor, Gill, Steve, editor, Calderon, Carlos A.Gonzalez, editor, Cihan, Onur, editor, Tukkaraja, Purushotham, editor, Venkatesh, Sriram, editor, M. S., Venkataramayya, editor, Mudigonda, Malini, editor, Gaddam, Mallesham, editor, and Dasari, Rama Krishna, editor

Published
2023
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17. Advanced Computational Tools for Enhanced Food Quality and Safety

Author

S., Sreevathsan, B. K., Bhavana, Debnath, Sukumar, Mudliar, Sandeep N., Barbosa-Cánovas, Gustavo V., Series Editor, Aguilera, José Miguel, Advisory Editor, Candoğan, Kezban, Advisory Editor, Hartel, Richard W., Advisory Editor, Ibarz, Albert, Advisory Editor, Peleg, Micha, Advisory Editor, Rahman, Shafiur, Advisory Editor, Rao, M. Anandha, Advisory Editor, Roos, Yrjö, Advisory Editor, Welti-Chanes, Jorge, Advisory Editor, Hebbar, H. Umesh, editor, Sharma, Richa, editor, Chaurasiya, Ram Saran, editor, Ranjan, Shivendu, editor, and Raghavarao, K.S.M.S., editor

Published
2023
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18. Fault Tolerance in Vehicular Cloud Networks: Link Failure and Malicious Node Detection and Reconfiguration

Author

Kugali, Sandeep N., Mishra, Bibhu Kalyan, Kadadevar, Sneha, Pareek, Piyush Kumar, Malla, Malaya, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Jain, Sarika, editor, Groppe, Sven, editor, and Mihindukulasooriya, Nandana, editor

Published
2023
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22. Pegcetacoplan for the treatment of geographic atrophy secondary to age-related macular degeneration (OAKS and DERBY): two multicentre, randomised, double-masked, sham-controlled, phase 3 trials

Author

Cole, Abosede O, Gerstenblith, Adam T, Kotagiri, Ajay, Edwards, Albert O, Zambrano, Alberto D, Eaton, Alexander M, Rubowitz, Alexander, Lyon, Alice T, Chiang, Allen, Ho, Allen, Hu, Allen Y, Guerami, Amir H, Dessouki, Amr L, de Carvalho, André Corrêa Maia, Emanuelli, Andrés, Chang, Andrew A, Antoszyk, Andrew N, Francone, Anibal Andrés, Prasad, Anita, Wolf, Armin, Khanani, Arshad M, Abbey, Ashkan Michael, Moulana, Asma, Wihelm, Barbara, Sikorski, Bartosz L, Kuppermann, Baruch D, Wolff, Benjamin, Jewart, Brian H, Do, Brian K, Chan-Kai, Brian T, Mein, Calvin, Hoyng, Carel B, Awh, Carl C, Regillio, Carl, Zeolite, Carlos, Baumal, Caroline R, Creuzot-Garcher, Catherine, Maury, Catherine Français, Wykoff, Charles C, Newell, Charles K, Jhaveri, Chirag, Lohmann, Chris P, Dinah, Christiana B, Ma, Colin, Crawford, Courtney, Parke, D Wilkin, Lavinsky, Daniel, Roth, Daniel, Pieramici, Dante J, Moshfeghi, Darius M, Levin, Darrin, Saperstein, David A, Brown, David, Gaucher, David, Lally, David R, Liao, David S, Brown, David Warren, Goldstein, Debra, Marcus, Dennis, Chan, Derek G, Dhoot, Dilsher, Tacite, Domingo, Zalewski, Dominik, Espana, Edgar M, Lad, Eleonora M, Souied, Eric H, Suan, Eric P, Eting, Eva, Sola, Federico Furno, de Bats, Flore, Bandello, Francesco, Gómez-Ulla, Francisco, Devin, François, Holz, Frank G, Chen, Fred K, Makkouk, Fuad, Dyer, Gawain, Spital, George, Staurenghi, Giovanni, Stoller, Glenn, Cousins, Gwen, Salehi-Had, Hani, Agostini, Hansjürgen, Eleftheriadis, Haralabos, Weiss, Harold, Sultan, Harris C, Massé, Hélène, Pearce, Ian, Dias, Indra, Barbazetto, Irene, Rosenblatt, Irit, Suñer, Ivan J, Kovach, Jaclyn L, Kaluzny, Jakub, Borthwick, James, Howard, James G, Wong, James, Ernest, Jan, Němčanský, Jan, Ysasaga, Jason Edward, Handza, Jason M, Moreno, Javier Antonio Montero, Korobelnik, Jean-François, Heier, Jeffrey S, Arnold, Jennifer J, Brown, Jeremiah, Bafalluy, Joaquin, Pearlman, Joel, Pitcher, John D, Kitchens, John, Carlson, John P, Gilhotra, Jolly, Fein, Jordana, Monés, Jordi M, Luna, José Domingo, Moreno, José María Ruiz, Coney, Joseph M, Sallum, Juliana Maria Ferraz, Olsen, Karl R, Blobner, Katharina, Macoul, Katherine A, Oh, Kean T, Malik, Khurram Javed, Hattenbach, Lars-Olof, Kodjikian, Laurent, Neto, Laurentino Biccas, Singerman, Lawrence J, Altay, Lebriz, Sheck, Leo-H, Feiner, Leonard, Harris, Lindsey D, Chishold, Lionel D, Rao, Llewelyn J, Nehemy, Márcio Bittar, Elizalde, Maria Jose Capella, Gamulescu, Maria-Andreea, Saravia, Mario J, Johnson, Mark W, McKibbin, Martin, Maccumber, Mathew, Vidosevich, Matko, Ohr, Matthew P, Samuel, Michael A, Singer, Michael A, Cassell, Michael, Dollin, Michael, Elman, Michael J, Ip, Michael S, Goldstein, Michaella, Busquets, Miguel, Mititelu, Mihai, Shah, Milan, Veith, Miroslav, Fineman, Mitchell, Varano, Monica, Christmas, Nancy, Steinle, Nathan C, Chaudhry, Nauman, Chinskey, Nicholas D, Eter, Nicole, London, Nikolas J S, Mathalone, Nurit, Schlottmann, Patricio G, Coady, Patrick, Higgins, Patrick M, Raskauskas, Paul A, Yates, Paul A, Bernstein, Paul, Mitchell, Paul, Monsour, Paul, Raphaelian, Paul V, Stanga, Paulo E, Stodulka, Pavel, Issa, Peter Charbel, Pavan, Peter, Ferrone, Phil J, Oleksy, Piotr, Abraham, Prema, Mruthyunjaya, Prithvi, Nguyen, Quan Dong, Reddy, Rahul K, Khurana, Rahul N, Tuli, Raman, Tadayoni, Ramin, Katz, Randy Steven, Arora, Rashi, Schlingemann, Reinier O, Rosen, Richard B, Gale, Richard, Scartozzi, Richard, Isernharge, Ricky, Singh, Rishi P, Stoltz, Robert A, Avery, Robert L, Wirthlin, Robert S, Guymer, Robyn, Goldberg, Roger A, Frenkel, Ronald, Belfort, Rubens Jr, Mohand-Said, Saddek, Grisanti, Salvatore, Razavi, Sam, Fraser-Bell, Samantha, Shah, Sandeep N, Wickremasinghe, Sanjeewa, Haug, Sara Joy, Adrean, Sean D, Priglinger, Siegfried G, Esposti, Simona Degli, Guest, Stephen, Huddleston, Stephen, Itty, Sujit, Moon, Suk Jin, Bhatia, Sumit P, Gupta, Sunil, Patel, Sunil S, Garg, Sunir J, Joshi, Sunir, Nghiem-Buffet, Sylvia, Johnson, T Mark, Jaouni, Tareq, Ach, Thomas, Williams, Thomas R, Sheidow, Thomas, Cleland, Timothy P, You, Timothy T, Peto, Tunde, Konidaris, Vasileios, Gonzalez, Victor H, Korda, Vladimir, Freeman, William R, Bridges, William Z, Barak, Yoreh, Zagorski, Zbigniew, Yehoshua, Zohar, Dubska, Zora, Rosenfeld, Philip J, Guymer, Robyn H, Boyer, David, Grossi, Federico, Korobelnik, Jean-Francois, Slakter, Jason S, Waheed, Nadia K, Metlapally, Ravi, Steinle, Nathan, Francone, Anibal A, Hu, Allen, Deschatelets, Pascal, Francois, Cedric, Bliss, Caleb, Monés, Jordi, and Ribeiro, Ramiro

Published
2023
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28. TensorFlow.js: Machine Learning for the Web and Beyond

Author

Smilkov, Daniel, Thorat, Nikhil, Assogba, Yannick, Yuan, Ann, Kreeger, Nick, Yu, Ping, Zhang, Kangyi, Cai, Shanqing, Nielsen, Eric, Soergel, David, Bileschi, Stan, Terry, Michael, Nicholson, Charles, Gupta, Sandeep N., Sirajuddin, Sarah, Sculley, D., Monga, Rajat, Corrado, Greg, Viégas, Fernanda B., and Wattenberg, Martin

Subjects
Computer Science - Machine Learning
Abstract

TensorFlow.js is a library for building and executing machine learning algorithms in JavaScript. TensorFlow.js models run in a web browser and in the Node.js environment. The library is part of the TensorFlow ecosystem, providing a set of APIs that are compatible with those in Python, allowing models to be ported between the Python and JavaScript ecosystems. TensorFlow.js has empowered a new set of developers from the extensive JavaScript community to build and deploy machine learning models and enabled new classes of on-device computation. This paper describes the design, API, and implementation of TensorFlow.js, and highlights some of the impactful use cases., Comment: 10 pages, expanded performance section, fixed page breaks in code listings

Published
2019

31. Delineation of Water Seepage Flow Path in the Underground Metro Rail Tunnel Using Cross-Hole GPR Tomography: A Case Study

Author

Butchibabu, B., Jha, P. C., Sandeep, N., Sivaram, Y. V., di Prisco, Marco, Series Editor, Chen, Sheng-Hong, Series Editor, Vayas, Ioannis, Series Editor, Kumar Shukla, Sanjay, Series Editor, Sharma, Anuj, Series Editor, Kumar, Nagesh, Series Editor, Wang, Chien Ming, Series Editor, Verma, Amit Kumar, editor, Mohamad, Edy Tonnizam, editor, Bhatawdekar, Ramesh Murlidhar, editor, Raina, Avtar Krishen, editor, Khandelwal, Manoj, editor, Armaghani, Danial, editor, and Sarkar, Kripamoy, editor

Published
2022
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32. Ocean Wave Modeling from Satellite Images Using Data Assimilation

Author

Sai Pravallika, M., Naga Varun, B., Vasavi, S., Sandeep, N., Jaya Priya, M., Sashikanth Sarma, A., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Saraswat, Mukesh, editor, Roy, Sarbani, editor, Chowdhury, Chandreyee, editor, and Gandomi, Amir H., editor

Published
2022
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41. MXene (Ti3C2) embedded blood flow on curved stretching artery: Thermal analysis due to nanoparticle shape factor.

Author

Rathore, Niraj, Nabwey, Hossam A., and Sandeep, N.

Subjects
BLOOD flow, NANOPARTICLES, THERMAL analysis, HEAT radiation & absorption, ELECTRIC conductivity, MAGNETISM, PHOTOTHERMAL effect
Abstract

The 2-D MXene material has garnered immense attention in the multidisciplinary region due to its high surface area, excellent electrical conductivity, good biocompatibility, and tunable physicochemical properties. MXene nanoparticles can be utilized in thermal ablation to destroy unwanted tissues and tumors without invasive surgery. Therefore, this work investigates MXene (Ti3C2) embedded blood flow over a curved shape stretching artery. The mathematical model for hybrid blood flow is developed to see the thermal changes due to external pressure and diffusion. Furthermore, the flow model PDEs are equipped with Darcy-Forchheimer's condition, external magnetic force, thermal radiation, and heat source/sink. These PDEs are converted into a system of ODEs by a proper similarity conversion. The solution of governing equations are acquired numerically, the flow and thermal performance outputs are exhibited through pictorial and tabular representations. It is revealed that the thermal performance is enhanced due to sphere shaped MXene (Ti3C2) nanoparticles. The outcomes of this study can be utilized in photothermic therapy and other applications where heat transfer plays an essential role. [ABSTRACT FROM AUTHOR]

Published
2024
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47. RNA methyltransferase SPOUT1/CENP-32 links mitotic spindle organization with the neurodevelopmental disorder SpADMiSS

Author

Dharmadhikari, Avinash V, primary, Abad, Maria Alba, additional, Khan, Sheraz, additional, Maroofian, Reza, additional, Sands, Tristan T, additional, Ullah, Farid, additional, Samejima, Itaru, additional, Wear, Martin A, additional, Moore, Kiara E, additional, Kondakova, Elena, additional, Mitina, Natalia, additional, Schaub, Theres, additional, Lee, Grace K, additional, Umandap, Christine H, additional, Berger, Sara M, additional, Iglesias, Alejandro D, additional, Popp, Bernt, additional, Jamra, Rami Abou, additional, Gabriel, Heinz, additional, Rentas, Stefan, additional, Rippert, Alyssa L, additional, Izumi, Kosuke, additional, Conlin, Laura K, additional, Koboldt, Daniel C, additional, Mihalic Mosher, Theresa, additional, Hickey, Scott E, additional, Albert, Dara VF, additional, Norwood, Haley, additional, Lewanda, Amy Feldman, additional, Dai, Hongzheng, additional, Liu, Pengfei, additional, Mitani, Tadahiro, additional, Marafi, Dana, additional, Pehlivan, Davut, additional, Posey, Jennifer E, additional, Lippa, Natalie, additional, Vena, Natalie, additional, Heinzen, Erin L, additional, Goldstein, David B, additional, Mignot, Cyril, additional, Agathe, Jean-Madeleine de Sainte, additional, Al-Sannaa, Nouriya Abbas, additional, Zamani, Mina, additional, Sadeghian, Saeid, additional, Seifia, Tahere, additional, Zaki, Maha S, additional, Abdel-Salam, Ghada MH, additional, Abdel-Hamid, Mohamed, additional, Alabdi, Lama, additional, Alkuraya, Fowzan Sami, additional, Dawoud, Heba, additional, Lofty, Aya, additional, Bauer, Peter, additional, Zifarelli, Giovanni, additional, Afzal, Erum, additional, Zafar, Faisal, additional, Efthymiou, Stephanie, additional, Gossett, Daniel, additional, Towne, Meghan C, additional, Yeneabat, Raey, additional, Wontakal, Sandeep N, additional, Aggarwal, Vimla S, additional, Rosenfeld, Jill A, additional, Tarabykin, Victor, additional, Ohta, Shinya, additional, Lupski, James R, additional, Houlden, Henry, additional, Earnshaw, William C, additional, Davis, Erica E, additional, Jeyaprakash, A Arockia, additional, and Liao, Jun, additional

Published
2024
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