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The Vera C. Rubin Observatory is expected to increase interstellar object (ISO) detections from a few over the past decade to potentially one per few months, demanding a systematic classification scheme. We present the Loeb Scale, formally…

Popular Physics · Physics 2025-08-14 Omer Eldadi , Gershon Tenenbaum , Abraham Loeb

Interstellar objects (ISOs) represent a compelling and under-explored category of celestial bodies, providing physical laboratories to understand the formation of our solar system and probe the composition and properties of material formed…

The operation of the Vera C. Rubin Observatory's Legacy Survey of Space and Time (LSST) marks a transformative moment in humanity's capacity to detect and characterize interstellar objects (ISOs). With projections indicating an increase…

Instrumentation and Methods for Astrophysics · Physics 2025-10-16 Omer Eldadi , Gershon Tenenbaum , Abraham Loeb

Infrared small object detection (ISOS) aims to segment small objects only covered with several pixels from clutter background in infrared images. It's of great challenge due to: 1) small objects lack of sufficient intensity, shape and…

Computer Vision and Pattern Recognition · Computer Science 2023-03-09 Chenyi Wang , Huan Wang , Peiwen Pan

With the discovery of the third confirmed interstellar object (ISO), 3I/ATLAS, we have entered a new phase in the exploration of these long-predicted objects. Though confirmed discovery of ISOs is quite recent, their utility as targets in…

Interstellar objects (ISOs) are small bodies that can travel through our solar system from other star systems. When present in our solar system, they represent an opportunity to study the properties and origins of these objects, as well as…

Earth and Planetary Astrophysics · Physics 2023-07-25 Declan Mages , Davide Farnocchia , Benjamin Donitz

Detecting small objects over large areas remains a significant challenge in satellite imagery analytics. Among the challenges is the sheer number of pixels and geographical extent per image: a single DigitalGlobe satellite image encompasses…

Computer Vision and Pattern Recognition · Computer Science 2021-02-25 Adam Van Etten

Optimising the major next-generation cosmological surveys (such as {\em SNAP, KAOS etc...}) is a key problem given our ignorance of the physics underlying cosmic acceleration and the plethora of surveys planned. We propose a Bayesian design…

Astrophysics · Physics 2009-11-10 Bruce A. Bassett

Interstellar objects (ISOs) are likely representatives of primitive materials invaluable in understanding exoplanetary star systems. Due to their poorly constrained orbits with generally high inclinations and relative velocities, however,…

A solar sail propelled small satellite mission concept to intercept and potentially rendezvous with newly discovered transient interstellar objects (ISOs) is described. The mission concept derives from the proposal for a technology…

Instrumentation and Methods for Astrophysics · Physics 2022-07-05 Darren Garber , Louis D. Friedman , Artur R. Davoyan , Slava G. Turyshev , Nahum Melamed , John McVey , Todd F. Sheerin

Incremental few-shot learning is highly expected for practical robotics applications. On one hand, robot is desired to learn new tasks quickly and flexibly using only few annotated training samples; on the other hand, such new additional…

Computer Vision and Pattern Recognition · Computer Science 2022-03-24 Yiting Li , Haiyue Zhu , Sichao Tian , Fan Feng , Jun Ma , Chek Sing Teo , Cheng Xiang , Prahlad Vadakkepat , Tong Heng Lee

Scale variation remains a challenging problem for object detection. Common paradigms usually adopt multiscale training & testing (image pyramid) or FPN (feature pyramid network) to process objects in a wide scale range. However, multi-scale…

Computer Vision and Pattern Recognition · Computer Science 2020-06-11 Zewen He , He Huang , Yudong Wu , Guan Huang , Wensheng Zhang

Natural (such as lunar) occultations have long been used to study sources on small angular scales, while coronographs have been used to study high contrast sources. We propose launching the Improved Resolution and Image Selection (IRIS)…

Astrophysics · Physics 2016-08-30 Glenn D. Starkman , Craig J Copi

Interstellar objects (ISOs), astronomical objects not gravitationally bound to the sun, could present valuable opportunities to advance our understanding of the universe's formation and composition. In response to the unpredictable nature…

Systems and Control · Electrical Eng. & Systems 2024-11-15 Arna Bhardwaj , Shishir Bhatta , Hiroyasu Tsukamoto

ISO observed, for the first time to such a high sensitivity level, the mid- and far-infrared universe. A Number of deep surveys were performed to probe the cosmological evolution of galaxies. In this review, I discuss and summarize results…

Astrophysics · Physics 2007-05-23 Herve Dole

The detection of gravitational waves from compact binary mergers by LIGO has opened the era of gravitational wave astronomy, revealing a previously hidden side of the cosmos. To maximize the reach of the existing LIGO observatory…

Instrumentation and Methods for Astrophysics · Physics 2020-08-26 Rana X Adhikari , Odylio Aguiar , Koji Arai , Bryan Barr , Riccardo Bassiri , Garilynn Billingsley , Ross Birney , David Blair , Joseph Briggs , Aidan F Brooks , Daniel D Brown , Huy-Tuong Cao , Marcio Constancio , Sam Cooper , Thomas Corbitt , Dennis Coyne , Edward Daw , Johannes Eichholz , Martin Fejer , Andreas Freise , Valery Frolov , Slawomir Gras , Anna Green , Hartmut Grote , Eric K Gustafson , Evan D Hall , Giles Hammond , Jan Harms , Gregg Harry , Karen Haughian , Frances Hellman , Jan-Simon Hennig , Margot Hennig , Stefan Hild , Warren Johnson , Brittany Kamai , Disha Kapasi , Kentaro Komori , Mikhail Korobko , Kevin Kuns , Brian Lantz , Sean Leavey , Fabian Magana-Sandoval , Ashot Markosyan , Iain Martin , Rodica Martin , Denis V Martynov , David Mcclelland , Graeme Mcghee , Joseph Mills , Valery Mitrofanov , Manel Molina-Ruiz , Conor Mow-Lowry , Peter Murray , Sebastian Ng , Leonid Prokhorov , Volker Quetschke , Stuart Reid , David Reitze , Jonathan Richardson , Raymond Robie , Isobel Romero-Shaw , Sheila Rowan , Roman Schnabel , Merle Schneewind , Brett Shapiro , David Shoemaker , Bram Slagmolen , Joshua Smith , Jessica Steinlechner , Simon Tait , David Tanner , Calum Torrie , Joris Vanheijningen , Peter Veitch , Gavin Wallace , Peter Wessels , Benno Willke , Christopher Wipf , Hiro Yamamoto , Chunnong Zhao , Lisa Barsotti , Robert Ward , Angus Bell , Robert Byer , Andrew Wade , William Z Korth , Frank Seifert , Nicholas Smith , Dimitry Koptsov , Zeno Tornasi , Aaron Markowitz , Georgia Mansell , Terry Mcrae , Paul Altin , Min J Yap , Marielle Van Veggel , Graeme Eddolls , Edgard Bonilla , Elvis C Ferreira , Allan S Silva , Marcos A Okada , Diego Taira , Daniel Heinert , James Hough , Ken Strain , Alan Cumming , Roger Route , Daniel Shaddock , Matthew Evans , Rainer Weiss

The growing density of satellites in low-Earth orbit (LEO) presents serious challenges to space sustainability, primarily due to the increased risk of in-orbit collisions. Traditional ground-based tracking systems are constrained by latency…

Image and Video Processing · Electrical Eng. & Systems 2025-08-04 Peng Hu , Wenxuan Zhang

ISAC is regarded as a promising technology for next-generation communication systems, enabling simultaneous data transmission and target sensing. Among various tasks in ISAC, scatter sensing plays a crucial role in exploiting the full…

Signal Processing · Electrical Eng. & Systems 2025-09-25 Xudong Zhang , Jingbo Tan , Zhizhen Ren , Jintao Wang , Yihua Ma , Jian Song

It is developed a very complex system (hardware/software) to detect luminosity variations connected with the discovery of new planets outside the Solar System. Traditional imaging approaches are very demanding in terms of computing time;…

Computer Vision and Pattern Recognition · Computer Science 2007-05-23 G. Iovane

Nulling interferometry is a technique providing high angular resolution which is the core of the space missions Darwin and the Terrestrail Planet Finder. The first objective is to reach a deep degree of starlight cancelation in the range 6…

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