Search Results - "Keren, Daniel"
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1
A Fast and Reliable Solution to PnP, Using Polynomial Homogeneity and a Theorem of Hilbert
Published in Sensors (Basel, Switzerland) (14-06-2023)“…One of the most-extensively studied problems in three-dimensional Computer Vision is "Perspective-n-Point" (PnP), which concerns estimating the pose of a…”
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2
The Non-Tightness of a Convex Relaxation to Rotation Recovery
Published in Sensors (Basel, Switzerland) (05-11-2021)“…We study the Perspective-n-Point (PNP) problem, which is fundamental in 3D vision, for the recovery of camera translation and rotation. A common solution…”
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3
Communication Efficient Algorithms for Bounding and Approximating the Empirical Entropy in Distributed Systems
Published in Entropy (Basel, Switzerland) (01-11-2022)“…The empirical entropy is a key statistical measure of data frequency vectors, enabling one to estimate how diverse the data are. From the computational point…”
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4
Hereditary Family Signature of Facial Expression
Published in Proceedings of the National Academy of Sciences - PNAS (24-10-2006)“…Although facial expressions of emotion are universal, individual differences create a facial expression "signature" for each person; but, is there a unique…”
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5
Recognition Using Hybrid Classifiers
Published in IEEE transactions on pattern analysis and machine intelligence (01-04-2016)“…A canonical problem in computer vision is category recognition (e.g., find all instances of human faces, cars etc., in an image). Typically, the input for…”
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6
LDA classifier monitoring in distributed streaming systems
Published in Journal of parallel and distributed computing (01-01-2019)“…An important problem in real systems for mining data streams is to detect changes in the dynamic model describing the temporal data. Such changes indicate that…”
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7
Scalable approximate query tracking over highly distributed data streams with tunable accuracy guarantees
Published in Information systems (Oxford) (01-07-2018)“…•We detail scalability issues of GM monitoring [5] in highly distributed networks.•We propose sampling-based tracking schemes with tunable accuracy…”
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8
Shape Sensitive Geometric Monitoring
Published in IEEE transactions on knowledge and data engineering (01-08-2012)“…An important problem in distributed, dynamic databases is to continuously monitor the value of a function defined on the nodes, and check that it satisfies…”
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9
Geometric Monitoring of Heterogeneous Streams
Published in IEEE transactions on knowledge and data engineering (01-08-2014)“…Interest in stream monitoring is shifting toward the distributed case. In many applications the data is high volume, dynamic, and distributed, making it…”
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10
The two critical temperatures conundrum in La$_{1.83}$Sr$_{0.17}$CuO$_4
Published in SciPost physics (01-06-2024)“…The in-plane and out-of-plane superconducting stiffness of ${\rm La}^{\vphantom{\dagger}}_{1.83}{\rm Sr}^{\vphantom{\dagger}}_{0.17}{\rm…”
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11
A Distance-Based Scheme for Reducing Bandwidth in Distributed Geometric Monitoring
Published in 2021 IEEE 37th International Conference on Data Engineering (ICDE) (01-04-2021)“…Tracking the value of a function computed from a dynamic, distributed data stream is a challenging problem with many real-world applications. Continuously…”
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Conference Proceeding -
12
A Probabilistic Method for Point Matching in the Presence of Noise and Degeneracy
Published in Journal of mathematical imaging and vision (01-03-2009)“…The Bayesian method is widely used in image processing and computer vision to solve ill-posed problems. This is commonly achieved by introducing a prior which,…”
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13
A Probabilistic Approach to Pattern Matching in the Continuous Domain
Published in IEEE transactions on pattern analysis and machine intelligence (01-10-2012)“…The goal of this paper is to solve the following basic problem: Given discrete noisy samples from a continuous signal, compute the probability distribution of…”
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14
Recognizing image “style” and activities in video using local features and naive Bayes
Published in Pattern recognition letters (01-12-2003)“…The goal of this paper is to offer a framework for classification of images and video according to their “type”, or “style”––a problem which is hard to define,…”
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15
Scalability issues in optimal assignment for carpooling
Published in Journal of computer and system sciences (01-05-2015)“…Carpooling for commuting can save cost and helps in reducing pollution. An automatic Web based Global CarPooling Matching Service (GCPMS) for matching…”
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16
Applying Property Testing to an Image Partitioning Problem
Published in IEEE transactions on pattern analysis and machine intelligence (01-02-2011)“…Property testing is a rapidly growing field of research. Typically, a property testing algorithm proceeds by quickly determining whether an input can satisfy…”
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17
A practical, fast method for solving sum-of-squares problems for very large polynomials
Published 21-10-2024“…Sum of squares (SOS) optimization is a powerful technique for solving problems where the positivity of a polynomials must be enforced. The common approach to…”
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18
Top- k vectorial aggregation queries in a distributed environment
Published in Journal of parallel and distributed computing (01-02-2011)“…Given a large set of objects in a distributed database, the goal of a top- k query is to determine the top- k scoring objects and return them to the user…”
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19
Efficient Polynomial Sum-Of-Squares Programming for Planar Robotic Arms
Published in 2024 IEEE International Conference on Robotics and Automation (ICRA) (13-05-2024)“…Collision-avoiding motion planning for articulated robotic arms is one of the major challenges in robotics. The difficulty of the problem arises from its high…”
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Conference Proceeding -
20
Exploiting graph-theoretic tools for matching in carpooling applications
Published in Journal of ambient intelligence and humanized computing (01-06-2014)“…An automatic service to match commuting trips has been designed. Candidate carpoolers register their personal profile and a set of periodically recurring…”
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