A hardware accelerated object recognition system using event-based image sensor by Ding, Ruoxi

“…For example, the Phantom Miro 3 high speed camera from Vision Research [1] with a resolution of 1920×1080 and a frame rate of 2570 will produce 5.3 GB data per second and consume around 12W power. …”
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Assessing Surface Shapes of the Optic Nerve Head and Peripapillary Retinal Nerve Fiber Layer in Glaucoma with Artificial Intelligence by Chhavi Saini, MD, Lucy Q. Shen, MD, Louis R. Pasquale, MD, Michael V. Boland, MD, PhD, David S. Friedman, MD, PhD, Nazlee Zebardast, MD, MSc, Mojtaba Fazli, PhD, Yangjiani Li, MD, Mohammad Eslami, PhD, Tobias Elze, PhD, Mengyu Wang, PhD

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Macular and Plasma Xanthophylls Are Higher in Age-related Macular Degeneration than in Normal Aging by Gerald McGwin, Jr., PhD, Deepayan Kar, MS, Andreas Berlin, MD, Mark E. Clark, MEng, Thomas A. Swain, MPH, Jason N. Crosson, MD, Kenneth R. Sloan, PhD, Cynthia Owsley, PhD, MSPH, Christine A. Curcio, PhD

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Knowledge and Current Practices in Monogenic Uveitis: An International Survey by IUSG and AIDA Network by Carla Gaggiano, Vishali Gupta, Rupesh Agrawal, Marc D. De Smet, Bruno Frediani, Gian Marco Tosi, Maria Pia Paroli, Sudharshan Sridharan, Carlos E. Pavesio, Uwe Pleyer, Ekaterina V. Denisova, Kalpana Babu, Alejandra de-la-Torre, Peizeng Yang, Janet L. Davis, Emmett T. Cunningham, Ester Carreño, Debra Goldstein, Alex Fonollosa, Luca Cantarini, Lucia Sobrin, Claudia Fabiani

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Using choroidal thickness to detect myopic macular degeneration by Ran Liu, Meng Xuan, De-Cai Wang, Ou Xiao, Xin-Xing Guo, Jian Zhang, Wei Wang, Monica Jong, Padmaja Sankaridurg, Kyoko Ohno-Matsui, Qiu-Xia Yin, Ming-Guang He, Zhi-Xi Li

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Automated Flax Seeds Testing Methods Based on Machine Vision by MAO Yongwen, HAN Junying, LIU Chengzhong

“…To ensure the high-quality production of flax crops, it is of great significance to understand the phenotypic characteristics of flax seeds, select different resources as parents based on breeding objectives, and adopt other methods for the breeding, cultivation, and evaluation of seed quality and traits of flax.MethodsIn response to the high error rates and low efficiency issues observed during the automated seed testing of flax seeds, the measurement methods were explored of flax seed contours based on machine vision research. The flax seed images were preprocessed, and the collected color images were converted to grayscale. …”
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BRD4 inhibition impairs DNA mismatch repair, induces mismatch repair mutation signatures and creates therapeutic vulnerability to immune checkpoint blockade in MMR-proficient tumor... by Li Zhang, Xi Li, Gang Chen, Yu Fu, Bin Yang, Wenting Li, Jingbo Liu, Xu Qin, Gordon B Mills, Yaoyuan Cui, Xingyuan Hu, Funian Lu, Tianyu Qin, Zhe Hu, Ensong Guo, Junpeng Fan, Rourou Xiao, Dianxing Hu, Wenju Peng, Beibei Wang, Chaoyang Sun

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Adversarial attacks and defenses for visual signals by Cheng, Yupeng

“…Since AlexNet won the 2012 ILSVRC championship, deep neural networks (DNNs) play an increasingly important role in many fields of computer vision research, such as image and video classification and salient object detection (SOD). …”
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Retinal Vascular Occlusion after COVID-19 Vaccination: More Coincidence than Causal Relationship? Data from a Retrospective Multicentre Study by Nicolas Feltgen, Thomas Ach, Focke Ziemssen, Carolin Sophie Quante, Oliver Gross, Alaa Din Abdin, Sabine Aisenbrey, Martin C. Bartram, Marcus Blum, Claudia Brockmann, Stefan Dithmar, Wilko Friedrichs, Rainer Guthoff, Lars-Olof Hattenbach, Klaus R. Herrlinger, Susanne Kaskel-Paul, Ramin Khoramnia, Julian E. Klaas, Tim U. Krohne, Albrecht Lommatzsch, Sabine Lueken, Mathias Maier, Lina Nassri, Thien A. Nguyen-Dang, Viola Radeck, Saskia Rau, Johann Roider, Dirk Sandner, Laura Schmalenberger, Irene Schmidtmann, Florian Schubert, Helena Siegel, Martin S. Spitzer, Andreas Stahl, Julia V. Stingl, Felix Treumer, Arne Viestenz, Joachim Wachtlin, Armin Wolf, Julian Zimmermann, Marc Schargus, Alexander K. Schuster

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Reviewing the scope and thematic focus of 100 000 publications on energy consumption, services and social aspects of climate change: a big data approach to demand-side mitigation by Felix Creutzig, Max Callaghan, Anjali Ramakrishnan, Aneeque Javaid, Leila Niamir, Jan Minx, Finn Müller-Hansen, Benjamin Sovacool, Zakia Afroz, Mark Andor, Miklos Antal, Victor Court, Nandini Das, Julio Díaz-José, Friederike Döbbe, Maria J Figueroa, Andrew Gouldson, Helmut Haberl, Andrew Hook, Diana Ivanova, William F Lamb, Nadia Maïzi, Érika Mata, Kristian S Nielsen, Chioma Daisy Onyige, Lucia A Reisch, Joyashree Roy, Pauline Scheelbeek, Mahendra Sethi, Shreya Some, Steven Sorrell, Mathilde Tessier, Tania Urmee, Doris Virág, Can Wan, Dominik Wiedenhofer, Charlie Wilson

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Erratum to: Methods for evaluating medical tests and biomarkers by Gowri Gopalakrishna, Miranda Langendam, Rob Scholten, Patrick Bossuyt, Mariska Leeflang, Anna Noel-Storr, James Thomas, Iain Marshall, Byron Wallace, Penny Whiting, Clare Davenport, Mariska Leeflang, Gowri GopalaKrishna, Isabel de Salis, Sue Mallett, Robert Wolff, Penny Whiting, Richard Riley, Marie Westwood, Jos Kleinen, Gary Collins, Hans Reitsma, Karel Moons, Antonia Zapf, Annika Hoyer, Katharina Kramer, Oliver Kuss, J. Ensor, J. J. Deeks, E. C. Martin, R. D. Riley, Gerta Rücker, Susanne Steinhauser, Martin Schumacher, Richard Riley, Joie Ensor, Kym Snell, Brian Willis, Thomas Debray, Karel Moons, Jon Deeks, Gary Collins, Lavinia Ferrante di Ruffano, Brian Willis, Clare Davenport, Sue Mallett, Sian Taylor-Phillips, Chris Hyde, Jon Deeks, Sue Mallett, Stuart A. Taylor, Gauraang Batnagar, STREAMLINE COLON Investigators, STREAMLINE LUNG Investigators, METRIC Investigators, Sian Taylor-Phillips, Lavinia Ferrante Di Ruffano, Farah Seedat, Aileen Clarke, Jon Deeks, Sarah Byron, Frances Nixon, Rebecca Albrow, Thomas Walker, Carla Deakin, Chris Hyde, Zhivko Zhelev, Harriet Hunt, Lavinia Ferrante di Ruffano, Yaling Yang, Lucy Abel, James Buchanan, Thomas Fanshawe, Bethany Shinkins, Laure Wynants, Jan Verbakel, Sabine Van Huffel, Dirk Timmerman, Ben Van Calster, Mariska Leeflang, Aeliko Zwinderman, Patrick Bossuyt, Jason Oke, Jack O’Sullivan, Rafael Perera, Brian Nicholson, Hannah L. Bromley, Tracy E. Roberts, Adele Francis, Denniis Petrie, G. Bruce Mann, Kinga Malottki, Holly Smith, Jon Deeks, Lucinda Billingham, Alice Sitch, Sue Mallett, Jon Deeks, Oke Gerke, Mie Holm-Vilstrup, Eivind Antonsen Segtnan, Ulrich Halekoh, Poul Flemming Høilund-Carlsen, Bernard G. Francq, Jon Deeks, Alice Sitch, Jac Dinnes, Julie Parkes, Walter Gregory, Jenny Hewison, Doug Altman, William Rosenberg, Peter Selby, Julien Asselineau, Paul Perez, Aïssatou Paye, Emilie Bessede, Cécile Proust-Lima, Christiana Naaktgeboren, Joris de Groot, Anne Rutjes, Patrick Bossuyt, Johannes Reitsma, Karel Moons, Gary Collins, Emmanuel Ogundimu, Jonathan Cook, Yannick Le Manach, Doug Altman, Laure Wynants, Yvonne Vergouwe, Sabine Van Huffel, Dirk Timmerman, Ben Van Calster, Romin Pajouheshnia, Rolf Groenwold, Karen Moons, Johannes Reitsma, Linda Peelen, Ben Van Calster, Daan Nieboer, Yvonne Vergouwe, Bavo De Cock, Micael J. Pencina, Ewout W. Steyerberg, Jennifer Cooper, Sian Taylor-Phillips, Nick Parsons, Chris Stinton, Steve Smith, Andy Dickens, Rachel Jordan, Alexandra Enocson, David Fitzmaurice, Alice Sitch, Peymane Adab, Bernard G. Francq, Charles Boachie, Gaj Vidmar, Karoline Freeman, Martin Connock, Sian Taylor-Phillips, Rachel Court, Aileen Clarke, Joris de Groot, Christiana Naaktgeboren, Hans Reitsma, Carl Moons, Jessica Harris, Andrew Mumford, Zoe Plummer, Kurtis Lee, Barnaby Reeves, Chris Rogers, Veerle Verheyden, Gianni D. Angelini, Gavin J. Murphy, Jeremy Huddy, Melody Ni, Katherine Good, Graham Cooke, Patrick Bossuyt, George Hanna, Jie Ma, Doug Altman, Gary Collins, K. G. M. (Carl) Moons, Joris A. H. de Groot, Sue Mallett, Doug G. Altman, Johannes B. Reitsma, Gary S. Collins, Karel G. M. Moons, Douglas G. Altman, Johannes B. Reitsma, Gary S. Collins, Adina Najwa Kamarudin, Ruwanthi Kolamunnage-Dona, Trevor Cox, Melody Ni, Jeremy Huddy, Simone Borsci, George Hanna, Teresa Pérez, M.Carmen Pardo, Angel Candela-Toha, Alfonso Muriel, Javier Zamora, Sabina Sanghera, Syed Mohiuddin, Richard Martin, Jenny Donovan, Joanna Coast, Mikyung Kelly Seo, John Cairns, Elizabeth Mitchell, Alison Smith, Judy Wright, Peter Hall, Michael Messenger, Nicola Calder, Nyantara Wickramasekera, Karen Vinall-Collier, Andrew Lewington, Romin Pajouheshnia, Johanna Damen, Rolf Groenwold, Karel Moons, Linda Peelen, Michael Messenger, David Cairns, Alison Smith, Michelle Hutchinson, Judy Wright, Peter Hall, Nicola Calder, Cathie Sturgeon, Liz Mitchel, Rebecca Kift, Sofia Christakoudi, Manohursingh Rungall, Paula Mobillo, Rosa Montero, Tjir-Li Tsui, Sui Phin Kon, Beatriz Tucker, Steven Sacks, Chris Farmer, Terry Strom, Paramit Chowdhury, Irene Rebollo-Mesa, Maria Hernandez-Fuentes, Johanna A. A. G. Damen, Thomas P. A. Debray, Pauline Heus, Lotty Hooft, Karel G. M. Moons, Romin Pajouheshnia, Johannes B. Reitsma, Rob J. P. M. Scholten, Johanna A. A. G. Damen, Lotty Hooft, Ewoud Schuit, Thomas P. A. Debray, Gary S. Collins, Ioanna Tzoulaki, Camille M. Lassale, George C. M. Siontis, Virginia Chiocchia, Corran Roberts, Michael Maia Schlüssel, Stephen Gerry, James A. Black, Pauline Heus, Yvonne T. van der Schouw, Linda M. Peelen, Karel G. M. Moons, Johanna A. A. G. Damen, Thomas P. A. Debray, Pauline Heus, Lotty Hooft, Karel G. M. Moons, Romin Pajouheshnia, Johannes B. Reitsma, Rob J. P. M. Scholten, Jie Ma, Doug Altman, Gary Collins, Graeme Spence, David McCartney, Ann van den Bruel, Daniel Lasserson, Gail Hayward, Werner Vach, Antoinette de Jong, Coreline Burggraaff, Otto Hoekstra, Josée Zijlstra, Henrica de Vet, Harriet Hunt, Chris Hyde, Sara Graziadio, Joy Allen, Louise Johnston, Rachel O’Leary, Michael Power, Joy Allen, Sara Graziadio, Louise Johnson, Rachel O’Leary, Michael Power, Ray Waters, John Simpson, Louise Johnston, Joy Allen, Sara Graziadio, Rachel O’Leary, Ray Waters, Michael Power, Sue Mallett, Thomas R. Fanshawe, Peter Phillips, Andrew Plumb, Emma Helbren, Steve Halligan, Stuart A. Taylor, Alastair Gale, Sue Mallett, Peggy Sekula, Douglas G. Altman, Willi Sauerbrei, Sue Mallett, Thomas R. Fanshawe, Julia R. Forman, Susan J. Dutton, Yemisi Takwoingi, Elizabeth M. Hensor, Thomas E. Nichols, Bethany Shinkins, Yaling Yang, Lucy Abel, Lavinia Ferrante Di Ruffano, Thomas Fanshawe, Emmanuelle Kempf, Raphael Porcher, Jennifer de Beyer, Karel Moons, Douglas Altman, Hans Reitsma, Sally Hopewell, Willi Sauerbrei, Gary Collins, John Dennis, Beverley Shields, Angus Jones, William Henley, Ewan Pearson, Andrew Hattersley, on behalf of the MASTERMIND consortium, Pauline Heus, Johanna A. A. G. Damen, Romin Pajouheshnia, Rob J. P. M. Scholten, Johannes B. Reitsma, Gary S. Collins, Douglas G. Altman, Karel G. M. Moons, Lotty Hooft, Beverley Shields, John Dennis, Angus Jones, William Henley, Ewan Pearson, Andrew Hattersley, on behalf of the MASTERMIND consortium, Fueloep Scheibler, Anne Rummer, Sibylle Sturtz, Robert Großelfinger, Katie Banister, Craig Ramsay, Augusto Azuara-Blanco, Jonathan Cook, Charles Boachie, Jennifer Burr, Manjula Kumarasamy, Rupert Bourne, Ijeoma Uchegbu, Simone Borsci, Jennifer Murphy, George Hanna, Ijeoma Uchegbu, Alex Carter, Jen Murphy, Melody Ni, Joachim Marti, Julie Eatock, Ijeoma Uchegbu, Julie Robotham, Maria Dudareva, Mark Gilchrist, Alison Holmes, Ijeoma Uchegbu, Simone Borsci, Phillip Monaghan, Sarah Lord, Andrew StJohn, Sverre Sandberg, Christa Cobbaert, Lieselotte Lennartz, Wilma Verhagen-Kamerbeek, Christoph Ebert, Patrick Bossuyt, Andrea Horvath, for the Test Evaluation Working Group of the European Federation of Clinical Chemistry and Laboratory Medicine, Kevin Jenniskens, Christiana Naaktgeboren, Johannes Reitsma, Karel Moons, Joris de Groot, Chris Hyde, Jaime Peters, Bogdan Grigore, Jaime Peters, Chris Hyde, Chris Hyde, Obi Ukoumunne, Jaime Peters, Zhivko Zhelev, Brooke Levis, Andrea Benedetti, Alexander W. Levis, John P. A. Ioannidis, Ian Shrier, Pim Cuijpers, Simon Gilbody, Lorie A. Kloda, Dean McMillan, Scott B Patten, Russell J. Steele, Roy C Ziegelstein, Charles H. Bombardier, Flavia de Lima Osório, Jesse R. Fann, Dwenda Gjerdingen, Femke Lamers, Manote Lotrakul, Sonia R Loureiro, Bernd Löwe, Juwita Shaaban, Lesley Stafford, Henk C. P. M. van Weert, Mary A. Whooley, Linda S. Williams, Karin A. Wittkampf, Albert S. Yeung, Brett D. Thombs, Jaime Peters, Chris Cooper, James Buchanan, Tom Nieto, Claire Smith, Olga Tucker, Janine Dretzke, Andrew Beggs, Nirmala Rai, Clare Davenport, Sue Bayliss, Simon Stevens, Kym Snell, Sue Mallet, Jon Deeks, Sudha Sundar, Emma Hall, Nuria Porta, David Lorente Estelles, Johann de Bono, on behalf of the CTC-STOP protocol development group

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Optical coherence tomographic angiography in children with anisometropic amblyopia by Chenchen Liu, Yanzhen Zhang, Xiaopeng Gu, Puying Wei, Dehai Zhu

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Recognition of human actions by Nguyen, Viet Khoi.

“…One of the goals of Computer Vision researchers is to imitate the ability of human eyes; therefore, they are putting more and more efforts on analysis of motion and recognition of action.…”
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Comparing humans to automation in rating photographic aesthetics by Kakarala, Ramakrishna, Agrawal, Abhishek, Morales, Sandino

“…Computer vision researchers have recently developed automated methods for rating the aesthetic appeal of a photograph. …”
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Fruit classification using Viola-Jones detectors by Saeed S, Almehmadi Tarig, Moussa Hassan, Tariq Zeyad, Htike@Muhammad Yusof, Zaw Zaw, Nyein Naing, Wai Yan, Khan, Sheroz

“…Fruit detection and classification have been a challenging issue for machine vision researchers. Several fruit detection techniques using color-based and shape-based features have been developed by researchers. …”
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Automatic Detection of Traffic Accidents from Video Using Deep Learning Techniques by Sergio Robles-Serrano, German Sanchez-Torres, John Branch-Bedoya

“…Due to this and the wide use of video surveillance and intelligent traffic systems, an automated traffic accident detection approach becomes desirable for computer vision researchers. Nowadays, Deep Learning (DL)-based approaches have shown high performance in computer vision tasks that involve a complex features relationship. …”
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Review of Wide-Baseline Stereo Image Matching Based on Deep Learning by Guobiao Yao, Alper Yilmaz, Fei Meng, Li Zhang

“…Digital photogrammetry and computer vision researchers have focused on automatic matching for such images. …”
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Watching plants grow – a position paper on computer vision and Arabidopsis thaliana by Jonathan Bell, Hannah M. Dee

“…A variety of approaches have been tried by biologists as well as computer vision researchers. This is an interdisciplinary area and the computer vision community has an important contribution to make. …”
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An Efficient Human Instance-Guided Framework for Video Action Recognition by Inwoong Lee, Doyoung Kim, Dongyoon Wee, Sanghoon Lee

“…In recent years, human action recognition has been studied by many computer vision researchers. Recent studies have attempted to use two-stream networks using appearance and motion features, but most of these approaches focused on clip-level video action recognition. …”
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An efficient automatic brain tumor classification using optimized hybrid deep neural network by S. Shanthi, S. Saradha, J.A. Smitha, N. Prasath, H. Anandakumar

“…Since precision is significant for classification, computer vision researchers have developed several approaches, but they still struggle with poor accuracy. …”
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