Search Results - "Anton, Milan"

Multi-Target Tracking by Discrete-Continuous Energy Minimization by Milan, Anton, Schindler, Konrad, Roth, Stefan

“…The task of tracking multiple targets is often addressed with the so-called tracking-by-detection paradigm, where the first step is to obtain a set of target…”
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RefineNet: Multi-Path Refinement Networks for Dense Prediction by Lin, Guosheng, Liu, Fayao, Milan, Anton, Shen, Chunhua, Reid, Ian

“…Recently, very deep convolutional neural networks (CNNs) have shown outstanding performance in object recognition and have also been the first choice for dense…”
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RGB-D object detection and semantic segmentation for autonomous manipulation in clutter by Schwarz, Max, Milan, Anton, Periyasamy, Arul Selvam, Behnke, Sven

“…Autonomous robotic manipulation in clutter is challenging. A large variety of objects must be perceived in complex scenes, where they are partially occluded…”
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MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking by Dendorfer, Patrick, Os̆ep, Aljos̆a, Milan, Anton, Schindler, Konrad, Cremers, Daniel, Reid, Ian, Roth, Stefan, Leal-Taixé, Laura

“…Standardized benchmarks have been crucial in pushing the performance of computer vision algorithms, especially since the advent of deep learning. Although…”
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Multiple object tracking: A literature review by Luo, Wenhan, Xing, Junliang, Milan, Anton, Zhang, Xiaoqin, Liu, Wei, Kim, Tae-Kyun

“…Multiple Object Tracking (MOT) has gained increasing attention due to its academic and commercial potential. Although different approaches have been proposed…”
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PoseTrack: Joint Multi-person Pose Estimation and Tracking by Iqbal, Umar, Milan, Anton, Gall, Juergen

“…In this work, we introduce the challenging problem of joint multi-person pose estimation and tracking of an unknown number of persons in unconstrained videos…”
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PoseTrack: A Benchmark for Human Pose Estimation and Tracking by Andriluka, Mykhaylo, Iqbal, Umar, Insafutdinov, Eldar, Pishchulin, Leonid, Milan, Anton, Gall, Juergen, Schiele, Bernt

“…Existing systems for video-based pose estimation and tracking struggle to perform well on realistic videos with multiple people and often fail to output…”
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Joint Probabilistic Data Association Revisited by Rezatofighi, Seyed Hamid, Milan, Anton, Zhen Zhang, Qinfeng Shi, Dick, Anthony, Reid, Ian

“…In this paper, we revisit the joint probabilistic data association (JPDA) technique and propose a novel solution based on recent developments in finding the…”
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Learn to Predict Sets Using Feed-Forward Neural Networks by Rezatofighi, Hamid, Zhu, Tianyu, Kaskman, Roman, Motlagh, Farbod T., Shi, Javen Qinfeng, Milan, Anton, Cremers, Daniel, Leal-Taixe, Laura, Reid, Ian

“…This paper addresses the task of set prediction using deep feed-forward neural networks. A set is a collection of elements which is invariant under permutation…”
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Learning People Detectors for Tracking in Crowded Scenes by Siyu Tang, Andriluka, Mykhaylo, Milan, Anton, Schindler, Konrad, Roth, Stefan, Schiele, Bernt

“…People tracking in crowded real-world scenes is challenging due to frequent and long-term occlusions. Recent tracking methods obtain the image evidence from…”
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Joint tracking and segmentation of multiple targets by Milan, Anton, Leal-Taixe, Laura, Schindler, Konrad, Reid, Ian

“…Tracking-by-detection has proven to be the most successful strategy to address the task of tracking multiple targets in unconstrained scenarios [e.g. 40, 53,…”
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Implementation and Evaluation of a Gait Training Assistant for the Use of Crutches: Usability Study by Wolf, Milan Anton, Sauerwald, Leon, Kosmalla, Felix, Daiber, Florian, Krüger, Antonio, Landgraeber, Stefan

“…Surgical procedures on the lower extremities often require weight-bearing on crutches as part of the rehabilitation process. Orthopedic elective procedures…”
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Comparison of the scientific performance in hip and knee arthroplasty between the leading continents by Wolf, Milan Anton, Winter, Philipp, Landgraeber, Stefan, Orth, Patrick

“…Background Scientific progress in the field of knee and hip arthroplasty has enabled the preservation of mobility and quality of life in the case of patients…”
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COVID-19: a catalyst for the digitization of surgical teaching at a German University Hospital by Wolf, Milan Anton, Pizanis, Antonius, Fischer, Gerrit, Langer, Frank, Scherber, Philipp, Stutz, Janine, Orth, Marcel, Pohlemann, Tim, Fritz, Tobias

“…The summer semester 2020, had to be restructured due to the SARS-CoV-2 pandemic and the associated contact restrictions. Here, for the first time, the…”
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The role of miR-409-3p in regulation of HPV16/18-E6 mRNA in human cervical high-grade squamous intraepithelial lesions by Sommerova, Lucia, Anton, Milan, Bouchalova, Pavla, Jasickova, Hedvika, Rak, Vladimir, Jandakova, Eva, Selingerova, Iveta, Bartosik, Martin, Vojtesek, Borivoj, Hrstka, Roman

“…Cervical cancer is one of the most common malignancies in women. MicroRNAs (miRNAs) are involved in a variety of fundamental cellular processes, including…”
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Electrochemical DNA biosensor coupled to LAMP reaction for early diagnostics of cervical precancerous lesions by Sebuyoya, Ravery, Moranova, Ludmila, Izadi, Nasim, Moran, Lukas, Hrstka, Roman, Anton, Milan, Bartosik, Martin

“…Electrochemical (EC) biosensors are potentially useful tools for detection of DNA and RNA cancer biomarkers. Gold screen-printed electrodes (AuSPEs) are…”
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Subgroup analysis of scientific performance in the field of arthroplasty by Wolf, Milan Anton, Goebel, Lars, Winter, Philipp, Landgraeber, Stefan, Orth, Patrick

“…Arthroplasty is the final treatment option for maintaining mobility and quality of life in many primary degenerative and (post-) traumatic joint diseases…”
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Expression and Functional Characterization of miR-34c in Cervical Cancer by Lucia, Sommerová, Hedvika, Fraňková, Milan, Anton, Eva, Jandáková, Bořivoj, Vojtěšek, Roman, Hrstka

“…Cervical cancer is the fourth most common cancer in women and is usually associated with human papillomavirus infection. Viral infections are usually…”
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Continuous Energy Minimization for Multitarget Tracking by Milan, Anton, Roth, Stefan, Schindler, Konrad

“…Many recent advances in multiple target tracking aim at finding a (nearly) optimal set of trajectories within a temporal window. To handle the large space of…”
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RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation by Guosheng Lin, Milan, Anton, Chunhua Shen, Reid, Ian

“…Recently, very deep convolutional neural networks (CNNs) have shown outstanding performance in object recognition and have also been the first choice for dense…”
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