Computer Sciences
10 Results were found on Technologies
Sub Category Name
EFFICIENT PROCESSING OF COMPRESSED COMMUNICATION TRAFFIC
A method for processing communication traffic includes receiving an incoming stream of compressed data conveyed by a sequence of data packets, each containing a respective portion of the compressed data. The respective portion of the compressed data contained in the first packet is stored in a buffer, having a predefined buffer size. Upon receiving a […] Read More >
THREE-DIMENSIONAL MODELING FROM SINGLE PHOTOGRAPHS
Technology An interactive technique for modeling 3D man-made objects by extracting them from a single photograph is presented. The technique combines the cognitive ability of humans with the computational accuracy of the machine. To extract an object from a given photo, the user draws its part’s profile and sweeps it using simple gestures, to progressively […] Read More >
DYNAMIC MAPS FOR EXPLORING AND BROWSING OF IMAGES
Technology Our technology enables navigating over a collection of high dimensional entities (such as images, videos, text documents and more) in an interface similar to online map navigation interfaces. The map is ordered such that similar entities are put next to each other, so the browsing experience is continuous. It is dynamic in the sense […] Read More >
METHOD AND APPARATUS FOR QUANTUM CLUSTERING
A method of determining clusters of data within a dataset, the dataset is represented by a plurality of multidimensional data entries, the method comprises (a) spanning a space, represented by a plurality of points; (b) determining a density function over the space;(c) associating a potential to the density function; (d) locating a plurality of local […] Read More >
Compilation Integrity Assurance through Deep Code Alignment
TECHNOLOGY & POTENTIAL APPLICATIONWe propose a completely novel approach for detecting hardware Trojans. We obtain, from the foundry or by other means the binaries. These binaries are expected to largely match the programming code provided by the hardware designer with some unavoidable additions inserted in order to support debugging, QA, and to comply with manufacturing […] Read More >
HYDEN (HighlY DEgeNerate primers) – A Software for designing pairs of degenerate primers for a given set of DNA sequences
Overview HYDEN (HighlY DEgeNerate primers) is a program for designing pairs of degenerate primers for a given set of DNA sequences. HYDEN works well for large input sets of genomic sequences (e.g., hundreds of sequences of length 1Kbp). HYDEN is a batch (i.e., command-line, as opposed to graphical interface) program, available for Windows XP (downloadable […] Read More >
Automatic Music Transcription in The Wild using Unaligned Supervision
We have developed a novel system that enables automatic transcription of real musical performances. The system detects in unmatched high accuracy which notes were played, at what time, and by which instrument. In other words, the system can parse the musical content from a recording with high precision in timing and instrumentation. The prediction of […] Read More >
Explainable AI (XAI)
One important challenge in machine learning is the “black box” problem, in which an artificial intelligence reaches a result without any humans being able to explain why. This problem is typically present in deep artificial neural networks, in which the hidden layers are impenetrable. To tackle this problem, our researchers have introduced the notion of explainable […] Read More >
A Lensless Polarization Camera
Polarization imaging is a technique that creates a pixel-map of the polarization state in a scene. Although invisible to the human eye (and for most conventional cameras), polarization can assist various sensing and computer vision tasks. Existing polarization cameras acquire the additional modality using either spatial or temporal multiplexing, which increases the camera volume, weight, […] Read More >
Deep Cell-Type Deconvolution From Bulk Gene Expression Data
It is becoming clear that bulk gene expression measurements represent an average over very different cells. Elucidating the expression and abundance of each of the encompassed cells is key to disease understanding and precision medicine approaches. A first step in any such deconvolution is the inference of cell type abundances in the given mixture. To […] Read More >
