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6,289 Results Found

  • Article
  • Open Access
33 Citations
5,973 Views
23 Pages

11 April 2021

Mission-critical applications that rely on deep learning (DL) for automation suffer because DL models struggle to provide reliable indicators of failure. Reliable failure prediction can greatly improve the efficiency of a system, because it becomes e...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
3 Citations
3,784 Views
13 Pages

Robust Space Time Adaptive Processing Methods for Synthetic Aperture Radar

  • Shijian Shen,
  • Lan Tang,
  • Xin Nie,
  • Yechao Bai and ,
  • Xinggan Zhang and
  • Pin Li
  • + 1 author+ 0 author

22 May 2020

This paper proposes two modified space time adaptive processing (STAP) methods based on piecewise sub-apertures and data constraints for non-stationary interference cancellation in synthetic aperture radar (SAR) applications. In these methods, the en...

(This article belongs to the Section Electrical, Electronics and Communications Engineering)
  • Article
  • Open Access
7 Citations
3,417 Views
15 Pages

For a three-dimensional wide-angle synthetic aperture radar (SAR) with non-uniform sampling, it is necessary to divide its large aperture into several small sub-apertures before imaging due to the anisotropic characteristics of the target. The existi...

(This article belongs to the Section Microwave and Wireless Communications)
  • Article
  • Open Access
3 Citations
2,146 Views
25 Pages

A Cross-Track Interferometric Synthetic Aperture 3D Passive Positioning Algorithm

  • Yuan Zhang,
  • Xiangxi Bu,
  • Sheng Guan,
  • Jihao Xin and ,
  • Zhiyu Jiang,
  • Xuyang Ge,
  • Miaomiao Li,
  • Yanlei Li and
  • Xingdong Liang
  • + 4 authors+ 0 author

6 March 2025

High-precision, robust, and rapid three-dimensional (3D) passive positioning of the radiation source is critical for modern reconnaissance systems. While synthetic aperture technology has advanced 2D passive positioning performance, existing methods...

  • Article
  • Open Access
10 Citations
3,117 Views
17 Pages

12 May 2022

We present a new set of near orthogonal codes which we call Hadamard Aperiodic Interval (HAPI) codes and demonstrate their utility for parallel multi-transmitter synthetic aperture imaging. The codes are tri-state and sparse. Locations of non-zero bi...

(This article belongs to the Special Issue Computational Ultrasound Imaging and Applications)
  • Article
  • Open Access
24 Citations
5,823 Views
19 Pages

14 May 2021

Synthetic aperture sonar (SAS) is a technique that acquires an underwater image by synthesizing the signal received by the sonar as it moves. By forming a synthetic aperture, the sonar overcomes physical limitations and shows superior resolution when...

(This article belongs to the Special Issue Remote Sensing Data Compression)
  • Article
  • Open Access
16 Citations
5,162 Views
19 Pages

Compressive Sensing for Ground Based Synthetic Aperture Radar

  • Massimiliano Pieraccini,
  • Neda Rojhani and
  • Lapo Miccinesi

5 December 2018

Compressive sensing (CS) is a recent technique that promises to dramatically speed up the radar acquisition. Previous works have already tested CS for ground-based synthetic aperture radar (GBSAR) performing preliminary simulations or carrying out me...

(This article belongs to the Special Issue Advances in Real Aperture and Synthetic Aperture Ground-Based Interferometry)
  • Article
  • Open Access
4 Citations
2,752 Views
21 Pages

A Sub-Aperture Overlapping Imaging Method for Circular Synthetic Aperture Radar Carried by a Small Rotor Unmanned Aerial Vehicle

  • Lina Chu,
  • Yanheng Ma,
  • Bingxuan Li,
  • Xiaoze Hou and ,
  • Yuanping Shi and
  • Wei Li
  • + 1 author+ 0 author

13 September 2023

Circular synthetic aperture radar (CSAR) can obtain higher image resolution and more target information using 360° observation of the target. Due to the anisotropy of target scattering characteristics in the actual scene, the sub-aperture imaging...

(This article belongs to the Section Remote Sensors)
  • Review
  • Open Access
8 Citations
4,344 Views
27 Pages

A Review of Recent Development of Geosynchronous Synthetic Aperture Radar Technique

  • Jinwei Li,
  • Caipin Li,
  • Xiaomin Tan,
  • Dong You and ,
  • Chongdi Duan,
  • Sheng Zhang,
  • Hongxing Dang,
  • Guangting Li and
  • Qingjun Zhang
  • + 4 authors+ 0 author

11 October 2025

As the world’s first geosynchronous (GEO) orbit synthetic aperture radar (SAR) satellite, LuTan-4 was successfully launched on 13 August 2023. It was developed by the China Academy of Space Technology, with which the authors are affiliated. Thi...

(This article belongs to the Section Satellite Missions for Earth and Planetary Exploration)
  • Article
  • Open Access
5 Citations
3,200 Views
14 Pages

Research on the Multi-Element Synthetic Aperture Focusing Technique in Breast Ultrasound Imaging, Based on the Ring Array

  • Yang Wu,
  • Wendong Zhang,
  • Xingling Shao,
  • Yuhua Yang and ,
  • Tian Zhang,
  • Miao Lei,
  • Zhihao Wang,
  • Bizhen Gao and
  • Shumin Hu
  • + 4 authors+ 0 author

16 October 2022

As a widely clinical detection method, ultrasonography (US) has been applied to the diagnosis of breast cancer. In this paper, the multi-element synthetic aperture focusing (M-SAF) is applied to the ring array of breast ultrasonography (US) imaging,...

  • Communication
  • Open Access
4 Citations
2,907 Views
14 Pages

Polarization-Insensitive, Orthogonal Linearly Polarized and Orthogonal Circularly Polarized Synthetic Aperture Metalenses

  • Jijian Hu,
  • Zhenghong Dong,
  • Xuanwen Yang,
  • Lurui Xia and ,
  • Xueqi Chen and
  • Yan Lu
  • + 1 author+ 0 author

Metalenses have attracted much attention from researchers because they are thin, multifunctional and easy to integrate. However, due to the limitation of fabrication techniques and the influence of working wavelength, it is difficult to realize a lar...

(This article belongs to the Special Issue Nanophotonics, Metasurface, and Topological Photonic Crystals: Physics and Applications)
  • Article
  • Open Access
3 Citations
2,751 Views
28 Pages

Generalization of the Synthetic Aperture Radar Azimuth Multi-Aperture Processing Scheme—MAPS

  • Daniele Mapelli,
  • Pietro Guccione,
  • Davide Giudici,
  • Martina Stasi and
  • Ernesto Imbembo

27 August 2024

This paper analyzes the advantages and the drawbacks of using the Synthetic Aperture Radar (SAR) azimuth multichannel technique known as Multi-Aperture Processing Scheme (MAPS), in a set of relevant application cases that are far from the canonical o...

  • Technical Note
  • Open Access
1 Citations
813 Views
16 Pages

4 February 2026

Sub-band errors are inevitable in synthetic bandwidth synthetic aperture radar (SAR) systems due to differences in signal paths and frequency responses of the components used for different sub-bands, which degrade imaging performance if not properly...

  • Article
  • Open Access
50 Citations
5,462 Views
22 Pages

20 March 2019

For the multireceiver synthetic aperture sonar (SAS), the point target reference spectrum (PTRS) in the two-dimensional (2D) frequency domain and azimuth modulation in the range Doppler domain were first deduced based on a numerical evaluation method...

(This article belongs to the Special Issue Radar and Sonar Imaging and Processing)
  • Article
  • Open Access
1 Citations
1,203 Views
16 Pages

High Resolution Synthetic Aperture Radar Based on Multiple Reflectarray Apertures

  • Min Zhou,
  • Pasquale G. Nicolaci,
  • David Marote,
  • Javier Herreros and ,
  • Niels Vesterdal,
  • Michael F. Palvig,
  • Stig B. Sørensen and
  • Giovanni Toso
  • + 3 authors+ 0 author

27 September 2025

This paper presents the design, manufacturing, testing, and validation of the MASKARA (Multiple Apertures for high-resolution SAR based on Ka-band Reflectarray) Breadboard Model (BBM), a large Ka-band reflectarray antenna developed for Synthetic Aper...

(This article belongs to the Special Issue Broadband Antennas and Antenna Arrays)
  • Article
  • Open Access
2 Citations
1,892 Views
13 Pages

24 May 2024

In order to achieve the remote application of inverse synthetic aperture laser radar for high resolution spatial situational awareness, it is essential to analyze the main factors that restrict its remote application. This study combines the range eq...

(This article belongs to the Section Radar Sensors)
  • Technical Note
  • Open Access
13 Citations
3,443 Views
14 Pages

Multi-Parameter Regularization Method for Synthetic Aperture Imaging Radiometers

  • Xiaocheng Yang,
  • Zhenyi Yang,
  • Jingye Yan,
  • Lin Wu and
  • Mingfeng Jiang

22 January 2021

Synthetic aperture imaging radiometers (SAIRs) are powerful passive microwave systems for high-resolution imaging by use of synthetic aperture technique. However, the ill-posed inverse problem for SAIRs makes it difficult to reconstruct the high-prec...

(This article belongs to the Special Issue Signal and Image Processing for Remote Sensing)
  • Article
  • Open Access
2,117 Views
18 Pages

Synthetic-Aperture Passive Localization Utilizing Distributed Phased Moving-Antenna Arrays

  • Xu Zhang,
  • Guohao Sun,
  • Dingkang Li,
  • Zhengyang Liu and
  • Yuandong Ji

This article presents a Synthetic-Aperture Distributed Phased Array (SADPA) framework to address emitter localization challenges in dynamic environments. Building on Distributed Synthetic-Aperture Radar (DSAR) principles, SADPA integrates distributed...

(This article belongs to the Section Microwave and Wireless Communications)
  • Article
  • Open Access
24 Citations
8,726 Views
22 Pages

Occluded-Object 3D Reconstruction Using Camera Array Synthetic Aperture Imaging

  • Zhao Pei,
  • Yawen Li,
  • Miao Ma,
  • Jun Li and ,
  • Chengcai Leng,
  • Xiaoqiang Zhang and
  • Yanning Zhang
  • + 2 authors+ 0 author

31 January 2019

With the three-dimensional (3D) coordinates of objects captured by a sequence of images taken in different views, object reconstruction is a technique which aims to recover the shape and appearance information of objects. Although great progress in o...

(This article belongs to the Special Issue Depth Sensors and 3D Vision)
  • Article
  • Open Access
4 Citations
2,897 Views
26 Pages

14 February 2025

Long synthetic aperture radar (SAR) offers the advantage of achieving higher resolution by utilizing longer synthetic aperture times, which makes it a promising technology for ocean observation in the future. However, compared to SAR systems with sho...

(This article belongs to the Special Issue Ocean Observations)
  • Article
  • Open Access
9 Citations
6,856 Views
21 Pages

9 August 2020

Sonars are essential for underwater sensing as they can operate over extended ranges and in poor visibility conditions. The use of a synthetic aperture is a popular approach to increase the resolution of sonars, i.e., the sonar with its N transducers...

(This article belongs to the Section Remote Sensors)
  • Review
  • Open Access
45 Citations
18,252 Views
29 Pages

Interferometric Synthetic Aperture Microscopy: Computed Imaging for Scanned Coherent Microscopy

  • Brynmor J. Davis,
  • Daniel L. Marks,
  • Tyler S. Ralston,
  • P. Scott Carney and
  • Stephen A. Boppart

11 June 2008

Three-dimensional image formation in microscopy is greatly enhanced by the use of computed imaging techniques. In particular, Interferometric Synthetic Aperture Microscopy (ISAM) allows the removal of out-of-focus blur in broadband, coherent microsco...

(This article belongs to the Special Issue Synthetic Aperture Radar (SAR))
  • Article
  • Open Access
8 Citations
14,438 Views
11 Pages

6 May 2008

The spatial resolution of a conventional imaging lidar system is constrained by the diffraction limit of the telescope’s aperture. The combination of the lidar and synthetic aperture (SA) processing techniques may overcome the diffraction limit and p...

(This article belongs to the Special Issue Synthetic Aperture Radar (SAR))
  • Article
  • Open Access
5 Citations
3,384 Views
21 Pages

Background Tropospheric Delay in Geosynchronous Synthetic Aperture Radar

  • Dexin Li,
  • Xiaoxiang Zhu,
  • Zhen Dong,
  • Anxi Yu and
  • Yongsheng Zhang

20 September 2020

Spaceborne synthetic aperture radar (SAR) has been treated as a weather independent system for a long time. However, with the development of advanced SAR configurations, e.g., high resolution, bistatic, geosynchronous (GEO), the influence of troposph...

(This article belongs to the Section Atmospheric Remote Sensing)
  • Article
  • Open Access
5 Citations
6,711 Views
20 Pages

Multiple-Layer Visibility Propagation-Based Synthetic Aperture Imaging through Occlusion

  • Tao Yang,
  • Jing Li,
  • Jingyi Yu,
  • Yanning Zhang and ,
  • Wenguang Ma,
  • Xiaomin Tong,
  • Rui Yu and
  • Lingyan Ran
  • + 3 authors+ 0 author

4 August 2015

Heavy occlusions in cluttered scenes impose significant challenges to many computer vision applications. Recent light field imaging systems provide new see-through capabilities through synthetic aperture imaging (SAI) to overcome the occlusion proble...

(This article belongs to the Section Physical Sensors)
  • Review
  • Open Access
298 Citations
40,080 Views
92 Pages

5 February 2013

The present article is an introductory paper in this special issue on synthetic aperture radar (SAR). A short review is presented on the recent trend and development of SAR and related techniques with selected topics, including the fields of applicat...

(This article belongs to the Special Issue Remote Sensing by Synthetic Aperture Radar Technology)
  • Article
  • Open Access
7 Citations
3,330 Views
16 Pages

11 April 2023

Resolution and target detectability in ultrasound imaging are directly tied to the size of the imaging array. This is particularly important for imaging at depth, such as in the detection and diagnosis of hepatocellular carcinoma and other lesions in...

(This article belongs to the Special Issue Innovative Ultrasound Imaging Technologies and Their Medical Applications)
  • Communication
  • Open Access
1 Citations
2,750 Views
12 Pages

12 December 2024

Incoherent digital holography is a promising solution for acquiring three-dimensional information in the form of interference without a laser. Self-interference is the principal phenomenon of incoherent holography which splits the incident light wave...

(This article belongs to the Special Issue Optical Imaging Innovations and Applications)
  • Article
  • Open Access
8 Citations
3,183 Views
22 Pages

12 August 2022

High-accuracy level underwater acoustical surveying plays an important role in ocean engineering applications, such as subaqueous tunnel construction, oil and gas exploration, and resources prospecting. This novel imaging method is eager to break thr...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
14 Citations
11,885 Views
16 Pages

Imaging Simulation for Synthetic Aperture Radar: A Full-Wave Approach

  • Chiung-Shen Ku,
  • Kun-Shan Chen,
  • Pao-Chi Chang and
  • Yang-Lang Chang

3 September 2018

Imaging simulation of synthetic aperture radar (SAR) is one of the potential tools in the field of remote sensing. The echo signal in imaging simulation based on the point target model cannot be linked to practical scenes due to the model being a sim...

(This article belongs to the Special Issue Radar Imaging Theory, Techniques, and Applications)
  • Article
  • Open Access
19 Citations
4,363 Views
11 Pages

Terahertz Synthetic Aperture Imaging with a Light Field Imaging System

  • Nanfang Lyu,
  • Jian Zuo,
  • Yuanmeng Zhao and
  • Cunlin Zhang

In terahertz imaging systems based on Gaussian beam active illumination and focal plane array detectors, severe image distortion has been observed, which significantly reduces the resolving power of the imaging system. To solve this problem, a novel...

(This article belongs to the Special Issue Terahertz Technology and Its Applications)
  • Article
  • Open Access
38 Citations
7,949 Views
23 Pages

Along-Track Multistatic Synthetic Aperture Radar Formations of Minisatellites

  • Pietro Guccione,
  • Andrea Monti Guarnieri,
  • Fabio Rocca,
  • Davide Giudici and
  • Nico Gebert

1 January 2020

The paper analyses an along-track multistatic Synthetic Aperture Radar (SAR) formation. The formation aims at achieving a high azimuth resolution maintaining at the same time a large swath width. The case with one transmitting sensor and all receivin...

(This article belongs to the Special Issue Processing of Bi-static, Geo-Synchronous and Multi-Satellite SAR Constellation Data)
  • Technical Note
  • Open Access
14 Citations
3,378 Views
16 Pages

Non-Uniform Synthetic Aperture Radiometer Image Reconstruction Based on Deep Convolutional Neural Network

  • Chengwang Xiao,
  • Xi Wang,
  • Haofeng Dou,
  • Hao Li and ,
  • Rongchuan Lv,
  • Yuanchao Wu,
  • Guangnan Song,
  • Wenjin Wang and
  • Ren Zhai
  • + 4 authors+ 0 author

13 May 2022

When observing the Earth from space, the synthetic aperture radiometer antenna array is sometimes set as a non-uniform array. In non-uniform synthetic aperture radiometer image reconstruction, the existing brightness temperature image reconstruction...

(This article belongs to the Special Issue Microwave Passive Remote Sensing of Sea Surface Temperature, Salinity and Wind Vector)
  • Concept Paper
  • Open Access
3 Citations
6,200 Views
12 Pages

12 September 2016

The dynamics of surface and sub-surface water events can lead to slope instability, resulting in anomalies such as slough slides on earthen levees. Early detection of these anomalies by a remote sensing approach could save time versus direct assessme...

  • Article
  • Open Access
267 Citations
18,125 Views
17 Pages

Inundation Extent Mapping by Synthetic Aperture Radar: A Review

  • Xinyi Shen,
  • Dacheng Wang,
  • Kebiao Mao,
  • Emmanouil Anagnostou and
  • Yang Hong

11 April 2019

Recent flood events have demonstrated a demand for satellite-based inundation mapping in near real-time (NRT). Simulating and forecasting flood extent is essential for risk mitigation. While numerical models are designed to provide such information,...

(This article belongs to the Special Issue SAR for Natural Hazard )
  • Article
  • Open Access
8 Citations
5,984 Views
13 Pages

Single Carrier with Frequency Domain Equalization for Synthetic Aperture Underwater Acoustic Communications

  • Chengbing He,
  • Rui Xi,
  • Han Wang,
  • Lianyou Jing and ,
  • Wentao Shi and
  • Qunfei Zhang
  • + 1 author+ 0 author

6 July 2017

Phase-coherent underwater acoustic (UWA) communication systems typically employ multiple hydrophones in the receiver to achieve spatial diversity gain. However, small underwater platforms can only carry a single transducer which can not provide spati...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
14 Citations
10,767 Views
13 Pages

Motivated by the desire to gain insight into the details of conventional airborne synthetic aperture radar (SAR) imaging of trees, a ground-based SAR system designed for short-range three-dimensional (3D) radar imaging is developed using a two-dimens...

(This article belongs to the Special Issue Radio and Radar Signal Processing)
  • Technical Note
  • Open Access
11 Citations
4,917 Views
17 Pages

21 March 2023

Passive location technology has been greatly developed because of its low power consumption, long detection distance, good concealment, and strong anti-interference ability. Orthogonal frequency-division multiplexing (OFDM) is an efficient multi-carr...

  • Article
  • Open Access
17 Citations
12,659 Views
18 Pages

Synthetic Aperture Radar Imaging for Burn Wounds Diagnostics

  • Amani Yousef Owda,
  • Majdi Owda and
  • Nacer-Ddine Rezgui

5 February 2020

The need for technologies to monitor the wound healing under dressing materials has led us to investigate the feasibility of using microwave and millimetre wave radiations due to their sensitivity to water, non- ionising nature, and transparency to d...

(This article belongs to the Special Issue Microwave and RF Biosensors)
  • Review
  • Open Access
58 Citations
11,027 Views
17 Pages

27 June 2019

Compact polarimetry for a synthetic aperture radar (SAR) system is reviewed. Compact polarimetry (CP) is intended to provide useful polarimetric image classifications while avoiding the disadvantages of space-based quadrature-polarimetric (quad-pol)...

(This article belongs to the Special Issue Compact Polarimetric SAR)
  • Article
  • Open Access
10 Citations
5,550 Views
13 Pages

Synthetic Aperture Radar Processing Approach for Simultaneous Target Detection and Image Formation

  • Jifang Pei,
  • Yulin Huang,
  • Weibo Huo,
  • Yuxuan Miao and ,
  • Yin Zhang and
  • Jianyu Yang
  • + 1 author+ 0 author

10 October 2018

Finding out interested targets from synthetic aperture radar (SAR) imagery is an attractive but challenging problem in SAR application. Traditional target detection is independent on SAR imaging process, which is purposeless and unnecessary. Hence, a...

(This article belongs to the Special Issue Automatic Target Recognition of High Resolution SAR/ISAR Images)
  • Article
  • Open Access
6 Citations
3,383 Views
23 Pages

Synthetic Aperture Radar Processing Using Flexible and Seamless Factorized Back-Projection

  • Mattia Giovanni Polisano,
  • Marco Manzoni and
  • Stefano Tebaldini

16 March 2025

This paper describes a flexible and seamless processor for Unmanned Aerial Vehicle (UAV)-borne Synthetic Aperture Radar (SAR) imagery. When designing a focusing algorithm for large-scale and high-resolution SAR images, efficiency and accuracy are two...

  • Article
  • Open Access
7 Citations
4,323 Views
20 Pages

Design of Ultrasonic Synthetic Aperture Imaging Systems Based on a Non-Grid 2D Sparse Array

  • Júlio Cesar Eduardo de Souza,
  • Montserrat Parrilla Romero,
  • Ricardo Tokio Higuti and
  • Óscar Martínez-Graullera

30 November 2021

This work provides a guide to design ultrasonic synthetic aperture systems for non-grid two-dimensional sparse arrays such as spirals or annular segmented arrays. It presents an algorithm that identifies which elements have a more significant impact...

(This article belongs to the Special Issue Ultrasonic Imaging and Sensors)
  • Article
  • Open Access
2 Citations
3,816 Views
12 Pages

14 December 2021

A human listening to monophonic sound through headphones perceives the sound to emanate from a point inside the head at the auditory centre at effectively zero range. The extent to which this is predicted by synthetic-aperture calculation performed i...

  • Article
  • Open Access
2 Citations
1,810 Views
17 Pages

11 February 2025

Frequency diverse array (FDA) beams show an “S” shape in space and cannot form a spot beam; thus, they cannot be directly combined with spotlight synthetic aperture radar (SSAR). In this paper, we propose a 2D imaging system emitting mult...

(This article belongs to the Section Sensing and Imaging)
  • Communication
  • Open Access
7 Citations
4,164 Views
13 Pages

Synthetic Aperture Anomaly Imaging for Through-Foliage Target Detection

  • Rakesh John Amala Arokia Nathan and
  • Oliver Bimber

5 September 2023

The presence of foliage is a serious problem for target detection with drones in application fields such as search and rescue, surveillance, early wildfire detection, or wildlife observation. Visual as well as automatic computational methods, such as...

(This article belongs to the Special Issue Unmanned Aerial Vehicles (UAV): New Solutions and Applications for Real-Life Tasks)
  • Article
  • Open Access
7 Citations
2,512 Views
19 Pages

Phase Calibration in Holographic Synthetic Aperture Radar: An Innovative Method for Vertical Shift Correction

  • Fengzhuo Huang,
  • Dong Feng,
  • Yangsheng Hua,
  • Shaodi Ge and ,
  • Junhao He and
  • Xiaotao Huang
  • + 1 author+ 0 author

25 July 2024

Holographic synthetic aperture radar (HoloSAR) introduces a cutting-edge three-dimensional (3-D) imaging mode to the field of synthetic aperture radar (SAR), enriching the scattering information of targets by observing them across multiple spatial di...

(This article belongs to the Special Issue Spaceborne SAR Calibration Technology)
  • Article
  • Open Access
58 Citations
10,909 Views
28 Pages

Radio-Frequency Interference Detection and Mitigation Algorithms for Synthetic Aperture Radiometers

  • Adriano Camps,
  • Jerome Gourrion,
  • Jose Miguel Tarongi,
  • Mercedes Vall Llossera and ,
  • Antonio Gutierrez,
  • Jose Barbosa and
  • Rita Castro
  • + 2 authors+ 0 author

30 August 2011

The European Space Agency (ESA) successfully launched the Soil Moisture and Ocean Salinity (SMOS) mission in November 2, 2009. SMOS uses a new type of instrument, a synthetic aperture radiometer named MIRAS that provides full-polarimetric multi-angul...

  • Article
  • Open Access
1,532 Views
18 Pages

Compressive Learning for the Classification and Reconstruction of Synthetic Aperture Radar Data

  • Mobina Keymasi,
  • Omid Ghozatlou,
  • Miguel Heredia Conde and
  • Mihai Datcu

22 October 2025

Compressive learning (CL) for synthetic aperture radar (SAR) aims to reduce the volume of data required for effective SAR image processing while preserving classification performance and minimizing reconstruction loss. This study introduces a novel C...

(This article belongs to the Special Issue Innovations in Photogrammetry and Remote Sensing: Modern Sensors, New Processing Strategies and Advances in Applications (Volume II))
  • Article
  • Open Access
4 Citations
7,331 Views
11 Pages

A solution to binaural direction finding described in Tamsett (Robotics 2017, 6(1), 3) is a synthetic aperture computation (SAC) performed as the head is turned while listening to a sound. A far-range approximation in that paper is relaxed in this on...

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