Multisource Classification of Meridiani Planum's Aeolian Landscape Using HiRISE and Opportunity Images Analysis Based on Deep Learning by Kamil Choromanski, Joanna Kozakiewicz, Mateusz Sobucki, Magdalena Pilarska-Mazurek, Robert Olszewski

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Karst landforms in an interior layered deposit within the Coprates Chasma, Mars by Davide Baioni, Nadja Zupan Hajna, Forese Carlo Wezel

“…HiRISE (Mars Reconnaissance Orbiter High Resolution Imaging Science Experiment images) we have investigated the dome landforms and the possible processes involved in their formation and shaping in great detail. …”
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ESTIMATION OF AEOLIAN DUNE MIGRATION OVER MARTIAN SURFACE EMPLOYING HIGH PRECISION PHOTOGRAMMETRIC MEASUREMENTS by J. Kim

“…Therefore, we developed a generic procedure to measure the migration of dune fields employing a high-accuracy photogrammetric processor and sub-pixel image correlator on the 25-cm resolution High Resolution Imaging Science Experiment (HiRISE). The established algorithms have been tested over a few Martian dune fields. …”
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From Macro- to Microscale: A combined modelling approach for near-surface wind flow on Mars at sub-dune length-scales. by Richard Love, Derek W T Jackson, Timothy Michaels, Thomas A G Smyth, Jean-Philippe Avouac, Andrew Cooper

“…This paper sets out a series of integrated techniques to enable a multi-scale modelling approach for surface airflow to derive surface airflow dynamics at a (dune) landform scale using High Resolution Imaging Science Experiment derived topographic data. …”
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A Polygonal Terrain on Southern Martian Polar Cap: Implications for Its Formation Mechanism by Lei Zhang, Yang Lu, Jinhai Zhang

“…Here we proposed a series of recognition procedures on an image of polygonal terrain located at Australe Scopuli taken by a High-Resolution Imaging Science Experiment. Then, we quantitatively analyzed the areas, orientations and polygon edge densities (~0.10 to ~0.06 in different subregions) of the polygonal terrain. …”
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A High‐Resolution Digital Terrain Model Mosaic of the Mars 2020 Perseverance Rover Landing Site at Jezero Crater by Yu Tao, Sebastian H. G. Walter, Jan‐Peter Muller, Yaowen Luo, Siting Xiong

“…Our approach utilizes the publicly available Mars 2020 Terrain Relative Navigation (TRN) High‐Resolution Imaging Science Experiment (HiRISE) Digital Terrain Model (DTM) mosaic, which was originally created by the United States Geological Survey (USGS) Astrogeology Science Centre. …”
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The Martian Boulder Automatic Recognition System, MBARS by Don R. Hood, S. F. Sholes, S. Karunatillake, C. I. Fassett, R. C. Ewing, J. Levy

“…Abstract Boulder‐sized clasts are common on the surface of Mars, and many are sufficiently large to be resolved by the high resolution imaging science experiment (HiRISE) camera aboard the Mars reconnaissance orbiter. …”
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The Temporal Variation of Optical Depth in the Candidate Landing Area of China’s Mars Mission (Tianwen-1) by Zhencheng Tang, Jianjun Liu, Xing Wang, Xin Ren, Wei Yan, Wangli Chen

“…The optical depth calculated by the images of the High Resolution Imaging Science Experiment (HiRISE) in the inspection area of the Spirit rover had a similar temporal variation to the optical depth directly measured by the Spirit rover from the sunlight decay. …”
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Mars3DNet: CNN-Based High-Resolution 3D Reconstruction of the Martian Surface from Single Images by Zeyu Chen, Bo Wu, Wai Chung Liu

“…Synthetic and real data, including context camera (CTX) images and DEMs from stereo High-Resolution Imaging Science Experiment (HiRISE) images, are used as training data. …”
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Karst landforms Within Noctis Labyrinthus, Mars by Nadja Zupan Hajna, Davide Baioni, Mario Tramontana

“…We performed a morphologic and morphometric analysis of the surfaces of these LTDs through an integrated study of images available through the Reconnaissance Mars Orbiter High-Resolution Imaging Science Experiment with the aim to describe, for the first time, these landforms, and to discuss their possible origins and lithological and paleo-climatic significance. …”
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Photogeologic Map of the Perseverance Rover Field Site in Jezero Crater Constructed by the Mars 2020 Science Team by Stack, Kathryn M, Williams, Nathan R, Calef, Fred, Sun, Vivian Z, Williford, Kenneth H, Farley, Kenneth A, Eide, Sigurd, Flannery, David, Hughes, Cory, Jacob, Samantha R, Kah, Linda C, Meyen, Forrest, Molina, Antonio, Nataf, Cathy Q, Rice, Melissa

“…Mapping was performed at a 1:5000 digital map scale using a 25 cm/pixel High Resolution Imaging Science Experiment (HiRISE) orthoimage mosaic base map and a 1 m/pixel HiRISE stereo digital terrain model. …”
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Subpixel-Scale Topography Retrieval of Mars Using Single-Image DTM Estimation and Super-Resolution Restoration by Yu Tao, Siting Xiong, Jan-Peter Muller, Greg Michael, Susan J. Conway, Gerhard Paar, Gabriele Cremonese, Nicolas Thomas

“…We propose using coupled deep learning based super-resolution restoration (SRR) and single-image digital terrain model (DTM) estimation (SDE) methods to produce subpixel-scale topography from single-view ESA Trace Gas Orbiter Colour and Stereo Surface Imaging System (CaSSIS) and NASA Mars Reconnaissance Orbiter High Resolution Imaging Science Experiment (HiRISE) images. We present qualitative and quantitative assessments of the resultant 2 m/pixel CaSSIS SRR DTM mosaic over the ESA and Roscosmos Rosalind Franklin ExoMars rover’s (RFEXM22) planned landing site at Oxia Planum. …”
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Photogeologic Map of the Perseverance Rover Field Site in Jezero Crater Constructed by the Mars 2020 Science Team by Stack, Kathryn M, Williams, Nathan R, Calef, Fred, Sun, Vivian Z, Williford, Kenneth H, Farley, Kenneth A, Eide, Sigurd, Flannery, David, Hughes, Cory, Jacob, Samantha R, Kah, Linda C, Meyen, Forrest, Molina, Antonio, Nataf, Cathy Q, Rice, Melissa

“…Mapping was performed at a 1:5000 digital map scale using a 25 cm/pixel High Resolution Imaging Science Experiment (HiRISE) orthoimage mosaic base map and a 1 m/pixel HiRISE stereo digital terrain model. …”
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Detailed stratigraphy and bed thickness of the Mars north and south polar layered deposits by Limaye, Ajay B. S., Perron, J. Taylor, Aharonson, Oded, 1973-

“…Previous work has detected limited evidence for orbital signatures within PLD stratigraphy, but data from the High Resolution Imaging Science Experiment (HiRISE) permit renewed analysis of PLD stratigraphy at sub-meter scale. …”
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MADNet 2.0: Pixel-Scale Topography Retrieval from Single-View Orbital Imagery of Mars Using Deep Learning by Yu Tao, Jan-Peter Muller, Siting Xiong, Susan J. Conway

“…The High-Resolution Imaging Science Experiment (HiRISE) onboard the Mars Reconnaissance Orbiter provides remotely sensed imagery at the highest spatial resolution at 25–50 cm/pixel of the surface of Mars. …”
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The Preliminary Study of Dust Devil Tracks in Southern Utopia Planitia, Landing Area of Tianwen-1 Mission by Yi Wang, Bo Li, Jiang Zhang, Zongcheng Ling, Le Qiao, Shengbo Chen, Shaojie Qu

“…Based on High Resolution Imaging Science Experiment (HiRISE) and Context Camera (CTX) images, 248 newly formed DDTs in 12 image pairs were firstly identified, and their lengths, widths, and direction in the study area were measured. …”
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Revealing Active Mars with HiRISE Digital Terrain Models by Sarah S. Sutton, Matthew Chojnacki, Alfred S. McEwen, Randolph L. Kirk, Colin M. Dundas, Ethan I. Schaefer, Susan J. Conway, Serina Diniega, Ganna Portyankina, Margaret E. Landis, Nicole F. Baugh, Rodney Heyd, Shane Byrne, Livio L. Tornabene, Lujendra Ojha, Christopher W. Hamilton

“…Many discoveries of active surface processes on Mars have been made due to the availability of repeat high-resolution images from the High Resolution Imaging Science Experiment (HiRISE) onboard the Mars Reconnaissance Orbiter. …”
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Large Area High-Resolution 3D Mapping of Oxia Planum: The Landing Site for the ExoMars Rosalind Franklin Rover by Yu Tao, Jan-Peter Muller, Susan J. Conway, Siting Xiong

“…We demonstrate an end-to-end application of the in-house deep learning-based surface modelling system, called MADNet, to produce three large area 3D mapping products from single images taken from the ESA Mars Express’s High Resolution Stereo Camera (HRSC), the NASA Mars Reconnaissance Orbiter’s Context Camera (CTX), and the High Resolution Imaging Science Experiment (HiRISE) imaging data over the ExoMars 2022 Rosalind Franklin rover’s landing site at Oxia Planum on Mars. …”
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Evaluating Stereo Digital Terrain Model Quality at Mars Rover Landing Sites with HRSC, CTX, and HiRISE Images by Randolph L. Kirk, David P. Mayer, Robin L. Fergason, Bonnie L. Redding, Donna M. Galuszka, Trent M. Hare, Klaus Gwinner

“…We have used high-resolution digital terrain models (DTMs) of two rover landing sites based on mosaicked images from the High-Resolution Imaging Science Experiment (HiRISE) camera as a reference to evaluate DTMs based on High-Resolution Stereo Camera (HRSC) and Context Camera (CTX) images. …”
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Rapid Single Image-Based DTM Estimation from ExoMars TGO CaSSIS Images Using Generative Adversarial U-Nets by Yu Tao, Siting Xiong, Susan J. Conway, Jan-Peter Muller, Anthony Guimpier, Peter Fawdon, Nicolas Thomas, Gabriele Cremonese

“…The resultant MADNet CaSSIS DTMs display excellent agreement with nested Mars Reconnaissance Orbiter Context Camera (CTX), Mars Express’s High-Resolution Stereo Camera (HRSC), and Mars Orbiter Laser Altimeter (MOLA) DTMs at large-scale, and meanwhile, show fairly good correlation with the High-Resolution Imaging Science Experiment (HiRISE) DTMs for fine-scale details. …”
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