Search Results - "Mayer, Nikolaus"

What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation? by Mayer, Nikolaus, Ilg, Eddy, Fischer, Philipp, Hazirbas, Caner, Cremers, Daniel, Dosovitskiy, Alexey, Brox, Thomas

“…The finding that very large networks can be trained efficiently and reliably has led to a paradigm shift in computer vision from engineered solutions to…”
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A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation by Mayer, Nikolaus, Ilg, Eddy, Hausser, Philip, Fischer, Philipp, Cremers, Daniel, Dosovitskiy, Alexey, Brox, Thomas

“…Recent work has shown that optical flow estimation can be formulated as a supervised learning task and can be successfully solved with convolutional networks…”
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DeMoN: Depth and Motion Network for Learning Monocular Stereo by Ummenhofer, Benjamin, Huizhong Zhou, Uhrig, Jonas, Mayer, Nikolaus, Ilg, Eddy, Dosovitskiy, Alexey, Brox, Thomas

“…In this paper we formulate structure from motion as a learning problem. We train a convolutional network end-to-end to compute depth and camera motion from…”
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FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks by Ilg, Eddy, Mayer, Nikolaus, Saikia, Tonmoy, Keuper, Margret, Dosovitskiy, Alexey, Brox, Thomas

“…The FlowNet demonstrated that optical flow estimation can be cast as a learning problem. However, the state of the art with regard to the quality of the flow…”
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Evaluation of a boxwood topiary trimming robot by van Marrewijk, Bart M., Vroegindeweij, Bastiaan A., Gené-Mola, Jordi, Mencarelli, Angelo, Hemming, Jochen, Mayer, Nikolaus, Wenger, Maximilian, Kootstra, Gert

“…This paper describes a new robot specifically developed for topiary trimming and evaluates its performance through a novel evaluation method. Experiments were…”
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Diskmask: Focusing Object Features for Accurate Instance Segmentation of Elongated or Overlapping Objects by Bohm, Anton, Mayer, Nikolaus, Brox, Thomas

“…Deep learning has enabled automated segmentation in a large variety of cases. Instance segmentation of touching and overlapping objects remains an open…”
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Automated Boxwood Topiary Trimming with a Robotic Arm and Integrated Stereo Vision by Kaljaca, Dejan, Mayer, Nikolaus, Vroegindeweij, Bastiaan, Mencarelli, Angelo, Henten, Eldert van, Brox, Thomas

“…This paper presents an integrated hardware-software solution to perform fully automated robotic bush trimming to user-specified shapes. In contrast to…”
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Resistive Polymer Versus Forced-Air Warming: Comparable Heat Transfer and Core Rewarming Rates in Volunteers by Kimberger, Oliver, Held, Christine, Stadelmann, Karin, Mayer, Nikolaus, Hunkeler, Corinne, Sessler, Daniel I., Kurz, Andrea

“…Mild perioperative hypothermia increases the risk of several severe complications. Perioperative patient warming to preserve normothermia has thus become…”
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Ultrasonographic Guidance Improves Sensory Block and Onset Time of Three-in-One Blocks by Marhofer, Peter, Schrogendorfer, Klaus, Koinig, Herbert, Kapral, Stephan, Weinstabl, Christian, Mayer, Nikolaus

“…The use of ultrasound reduces the onset time, improves the quality of sensory block, and minimizes the risks associated with the supraclavicular approach for…”
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Topical lidocaine reduces the risk of perioperative airway complications in children with upper respiratory tract infections by Schebesta, Karl, Güloglu, Elisabeth, Chiari, Astrid, Mayer, Nikolaus, Kimberger, Oliver

“…Purpose To determine the effect of topically applied lidocaine on perioperative airway complications when using a laryngeal mask airway device (LMAD) in…”
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Ultrasonographic guidance reduces the amount of local anesthetic for 3-in-1 blocks by Marhofer, P, Schrögendorfer, K, Wallner, T, Koinig, H, Mayer, N, Kapral, S

“…Recently it has been demonstrated that the use of ultrasound (US) improves the onset time and the quality of sensory block for 3-in-1 blocks compared with…”
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Magnesium sulfate reduces intra- and postoperative analgesic requirements by KOINIG, H, WALLNER, T, MARHOFER, P, ANDEL, H, HÖRAUF, K, MAYER, N

“…In a randomized, double-blind study with two parallel groups, we assessed the analgesic effect of perioperative magnesium sulfate administration in 46 ASA…”
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Lower flange modification improves performance of the Macintosh, but not the Miller laryngoscope blade by KIMBERGER, Oliver, FISCHER, Lukas, PLANK, Christina, MAYER, Nikolaus

“…In order to minimize the potential for dental damage and to improve laryngeal visualization during tracheal intubation, two commonly used laryngoscope blades…”
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Clonidine as adjuvant for mepivacaine, ropivacaine and bupivacaine in axillary, perivascular brachial plexus block by ERLACHER, Wolfgang, SCHUSCHNIG, Christoph, KOINIG, Herbert, MARHOFER, Peter, MELISCHEK, Matthias, MAYER, Nikolaus, KAPRAL, Stephan

“…To evaluate the effects of clonidine on three local anesthetics (mepivacaine 1%, ropivacaine 0.75% and bupivacaine 0.5%) with comparable potency and almost the…”
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Three-in-one blocks with ropivacaine : Evaluation of sensory onset time and quality of sensory block by MARHOFER, P, OISMÜLLER, C, FARYNIAK, B, SITZWOHL, C, MAYER, N, KAPRAL, S

“…The purpose of this prospective, randomized, double-blinded study was to evaluate the sensory onset time and the quality of sensory block of ropivacaine, a new…”
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Effects of pentoxifylline on hemodynamics and oxygenation in septic and nonseptic patients by Bacher, Andreas, Mayer, Nikolaus, Klimscha, Walter, Oismuller, Christiane, Steltzer, Heinz, Hammerle, Alfons

“…OBJECTIVETo evaluate the effects of pentoxifylline on hemodynamics and systemic oxygenation in septic and nonseptic critically ill patients. DESIGNProspective…”
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What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation? by Mayer, Nikolaus, Ilg, Eddy, Fischer, Philipp, Hazirbas, Caner, Cremers, Daniel, Dosovitskiy, Alexey, Brox, Thomas

“…The finding that very large networks can be trained efficiently and reliably has led to a paradigm shift in computer vision from engineered solutions to…”
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DeMoN: Depth and Motion Network for Learning Monocular Stereo by Ummenhofer, Benjamin, Zhou, Huizhong, Uhrig, Jonas, Mayer, Nikolaus, Ilg, Eddy, Dosovitskiy, Alexey, Brox, Thomas

“…In this paper we formulate structure from motion as a learning problem. We train a convolutional network end-to-end to compute depth and camera motion from…”
Get full text

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks by Ilg, Eddy, Mayer, Nikolaus, Saikia, Tonmoy, Keuper, Margret, Dosovitskiy, Alexey, Brox, Thomas

“…The FlowNet demonstrated that optical flow estimation can be cast as a learning problem. However, the state of the art with regard to the quality of the flow…”
Get full text

A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation by Mayer, Nikolaus, Ilg, Eddy, Häusser, Philip, Fischer, Philipp, Cremers, Daniel, Dosovitskiy, Alexey, Brox, Thomas

“…Recent work has shown that optical flow estimation can be formulated as a supervised learning task and can be successfully solved with convolutional networks…”
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