cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13102085.v1
title: Supplementary Material for: Vesicular Cystitis: A Chronic Cystitis Variant Often Unresponsive to Antibiotics and Electrofulguration

description: <b><i>Objective:</i></b> The aim of the study was to report on the presentation and outcomes of vesicular cystitis (VC), a chronic cystitis exhibiting translucent bladder mucosal vesicles, among women with antibiotic-refractory recurrent urinary tract infections (RUTIs). <b><i>Methods:</i></b> An analysis of our Institutional Review Board-approved series on antibiotic-refractory RUTIs was performed, selecting for documented VC lesions on cystoscopy. All patients had RUTIs defined as ≥3 urinary tract infections/year with positive urine culture. All patients were extensively treated with antibiotics with no resolution of RUTIs and were offered electrofulguration (EF) of VC lesions under anesthesia as a last resort. All patients had a 6-month post-EF office cystoscopy documenting persistence or resolution of the lesions, and a clinical outcome assessment based on RUTI frequency. <b><i>Results:</i></b> Of 482 patients, 18 (3.7%) treated during 2011–2017 met the study criteria. VC was most commonly found over the dome/anterior wall (7/18, 38%) and as pancystitis (7/18, 38%). There was often concomitant cystitis cystica of the trigone (8/18, 44%). At post-EF cystoscopy, persistence of VC was noted in 10/18 (56%) patients; 6/18 (33%) underwent repeat EF and an additional 3/18 (17%) were retreated due to new lesions after initial resolution. Two (11%) patients required simple cystectomy and urinary diversion due to RUTIs refractory to all interventions. Within a median follow-up of 2.8 years after EF, clinical cure was observed in 5/18 (28%), improvement in 10/18 (56%), and failure in 3/18 (17%) patients. <b><i>Conclusions:</i></b> Among women with antibiotic-refractory RUTIs, VC is an infrequent and persistent form of cystitis with a predilection for non-trigonal bladder surfaces, whose management is challenging.
DOI: 10.5517/ccdc.csd.cc23r8dk
title: CCDC 1958778: Experimental Crystal Structure Determination

description: Related Article: Yajun Gao, Lei Zhang, Yuming Gu, Wenwei Zhang, Yi Pan, Weihai Fang, Jing Ma, Ya-Qian Lan, Junfeng Bai|2020|Chemical Science|11|10143|doi:10.1039/D0SC03754K
DOI: 10.5517/ccdc.csd.cc23r8fl
title: CCDC 1958779: Experimental Crystal Structure Determination

description: Related Article: Yajun Gao, Lei Zhang, Yuming Gu, Wenwei Zhang, Yi Pan, Weihai Fang, Jing Ma, Ya-Qian Lan, Junfeng Bai|2020|Chemical Science|11|10143|doi:10.1039/D0SC03754K
DOI: 10.5517/ccdc.csd.cc23tfgv
title: CCDC 1960857: Experimental Crystal Structure Determination

description: Related Article: Chao Sun, Xiaotian Qi, Xiao-Long Min, Xue-Dan Bai, Peng Liu, Ying He|2020|Chemical Science|11|10119|doi:10.1039/D0SC02828B
DOI: 10.25345/c5n47f
title: MassIVE MSV000086301 - GNPS-MSMS-Chooser-[PF078-Stds-01]
title: Natural compounds of plant origin isolated by the Pierre-Fabre company
DOI: 10.5281/zenodo.4094065
title: (DATA) - Compassion and Personal Distress Depend on the Degree of Closeness to the Other in Suffering

description: All data from our study "<strong>Compassion and Personal Distress Depend on the Degree of Closeness to the Other in Suffering"</strong>
DOI: 10.5281/zenodo.4094064
title: (DATA) - Compassion and Personal Distress Depend on the Degree of Closeness to the Other in Suffering

description: All data from our study "<strong>Compassion and Personal Distress Depend on the Degree of Closeness to the Other in Suffering"</strong>
DOI: 10.21227/63qk-vr42
title: Model4

description: Extension of Model3
DOI: 10.21227/v6z6-r490
title: diabetic foot from Shanghai Municipal Eighth People's Hospital

description: This is a dataset of diabetic foot. The dataset was collected by Lifang Liu from Shanghai Municipal Eighth People's Hospital. The dataset contains 1211 images composed 507 DF images and 704 non-DF images.These DF images contain all Wagner grade types of DF. The non-DF images mainly contain other chronic wounds from the feet and legs, such as acne, pressure ulcer and venous embolism of lower extremity.
DOI: 10.21227/w6vp-ye77
title: diabetic foot from Shanghai Municipal Eighth People's Hospital

description: This is a dataset of diabetic foot. The dataset was collected by Lifang Liu from Shanghai Municipal Eighth People's Hospital. The dataset contains 1211 images composed 507 DF images and 704 non-DF images.These DF images contain all Wagner grade types of DF. The non-DF images mainly contain other chronic wounds from the feet and legs, such as acne, pressure ulcer and venous embolism of lower extremity.
DOI: 10.5281/zenodo.4071201
title: Pyrococcus abyssi Gscope Project

description: .tgz file of the Gscope project
DOI: 10.5281/zenodo.4071200
title: Pyrococcus abyssi Gscope Project

description: .tgz file of the Gscope project
DOI: 10.14457/cmu.the.2000.217
title: การประมาณพื้นที่ปลูกข้าวโดยใช้ข้อมูลดาวเทียมร่วมกับภาพถ่ายทางอากาศ
DOI: 10.14457/cmu.the.2000.218
title: การใช้กากมอลท์เสริมและไม่เสริมเอนไซม์ในอาหารสุกร
DOI: 10.14457/cmu.the.2000.219
title: ความหวังและความรู้สึกสูญเสียอำนาจของผู้ติดเชื้อเอชไอวี
DOI: 10.14457/cmu.the.2001.371
title: การปรับปรุงพันธุ์เห็ดหอมโดยการผสมพันธุ์ระหว่างเส้นใยนิวเคลียสคู่กับเส้นใยนิวเคลียสเดี่ยว
DOI: 10.14457/cmu.the.2001.372
title: ปัญหาที่เนื่องจากยาและผลของการแก้ไขในผู้ป่วยโรคปอดอุดกั้นเรื้อรังในหอผู้ป่วยอายุรกรรม โรงพยาบาลนครพิงค์
DOI: 10.14457/cmu.the.2001.373
title: การศึกษาเชิงวิเคราะห์บทบาทของพระอินทร์ในปัญญาสชาดกฉบับล้านนา
DOI: 10.14457/cmu.the.2000.220
title: ผลของพันธุ์ ตำแหน่ง และอายุของต้นตอกลาง ต่อการต่อกิ่งของยอดพันธุ์มะม่วงแก้ว
DOI: 10.14457/cmu.the.2001.374
title: การหาเส้นทางแบบพลวัตในเครือข่ายเอทีเอ็มโดยใช้จีนีติคอัลกอริทึมและเครือข่ายประสาท
DOI: 10.14457/cmu.the.2000.221
title: การรับรู้สมรรถนะแห่งตนในการดูแลตนเองและความซึมเศร้าของผู้ติดเชื้อเอชไอวี
DOI: 10.14457/cmu.the.2000.222
title: เจตคติ บรรทัดฐานกลุ่มอ้างอิง และความตั้งใจในการตรวจเต้านมด้วยตนเองของสตรีที่ได้รับฮอร์โมนทดแทน
DOI: 10.14457/cmu.the.2000.223
title: ความหลากหลายทางชีวภาพของสาหร่ายสีเขียวกลุ่มเดลมิดส์ในเขตภาคเหนือตอนบนของประเทศไทย
DOI: 10.14457/cmu.the.2000.224
title: ผลของแสงและสารควบคุมการเจริญเติบโตของพืชบางชนิดต่อแอคติวิตีของเอนไซม์ฟีนิลอลานีนแอมโมเนีย-ไลเอส และพัฒนาสีแดงในเปลือกผลมะม่วงพันธุ์เคนท์
DOI: 10.14457/cmu.the.2000.225
title: ความไว้วางใจทางการเมืองของไทยมุสลิม อำเภอระแงะ จังหวัดนราธิวาส
DOI: 10.14457/cmu.the.2000.226
title: บรรยากาศองค์การกับความเป็นวิชาชีพของพยาบาลวิชาชีพ โรงพยาบาลทั่วไป เขต 8
DOI: 10.14457/cmu.the.2000.227
title: ลักษณะเฉพาะของโปรติเอสที่ขับออกมาโดยเทอร์โมฟิลิคแบคทีเรียสายพันธุ์เอฟ 13
DOI: 10.14457/cmu.the.2000.228
title: แนวคิดปรัชญาอัตถิภาวะนิยมในวรรณกรรมของ ชาติ กอบจิตติ ช่วง พ.ศ.2522-2536
DOI: 10.14457/cmu.the.2000.229
title: การศึกษาผิวรอยต่อในของเหลวผสม
DOI: 10.14457/cmu.the.2000.230
title: การประเมินค่าการย่อยได้จริง พลังงานใช้ประโยชน์และคุณภาพโปรตีนของกากทานตะวันและกากเรปซีด
DOI: 10.14457/cmu.the.2000.231
title: พฤติกรรมการออกกำลังกายและอุปสรรคต่อการออกกำลังกายของผู้สูงอายุในจังหวัดกำแพงเพชร
DOI: 10.14457/cmu.the.2000.232
title: ผลกระทบจากนโยบายผ่อนผันการใช้แรงงานต่างด้าวสัญชาติพม่าต่อชุมชนในเขตอำเภอเมือง จังหวัดแม่ฮ่องสอน
DOI: 10.14457/cmu.the.2000.233
title: การติดตามอาการอันไม่พึงประสงค์จากการใช้ยาของผู้ป่วยในที่โรงพยาบาลเชียงแสน
DOI: 10.14457/cmu.the.2000.234
title: ภาระของผู้ดูแลเด็กที่ติดเชื้อเอชไอวี
DOI: 10.14457/cmu.the.2000.235
title: บทบาทของคณะกรรมการหมู่บ้านในการจัดการแหล่งท่องเที่ยว กรณีศึกษาถ้ำเมืองออน กิ่งอำเภอเมืองออน จังหวัดเชียงใหม่
DOI: 10.14457/cmu.the.2000.236
title: รูปแบบการเปลี่ยนแปลงวัฒนธรรมของชุมชนชาวเขา
DOI: 10.14457/cmu.the.2000.237
title: ผลกระทบของปุ๋ยเคมี จุลธาตุ และปูนต่อผลผลิตและคุณภาพของข้าวบาร์เลย์บนชุดดินพานและดินที่สูงสะเมิง
DOI: 10.14457/cmu.the.2000.238
title: การแยกกลุ่มเอื้องแซะโดยการวิเคราะห์รูปแบบไอโซไซม์และลายพิมพ์ดีเอ็นเอ
DOI: 10.14457/cmu.the.2000.239
title: ความเครียด วิถีการปรับแก้ และแรงสนับสนุนทางสังคมของบุคคลที่เคยพยายามฆ่าตัวตาย
DOI: 10.14457/cmu.the.2000.240
title: การใช้ซินเนคติกส์ช่วยสร้างความคิดในการเขียนความเรียงเชิงสร้างสรรค์ของนักเรียนชั้นมัธยมศึกษาปีที่ 3
DOI: 10.14457/cmu.the.2000.241
title: การย่อยสลายโปรตีนจากแป้งถั่วเขียว
DOI: 10.14457/cmu.the.2000.242
title: การพัฒนาเครือข่ายกลุ่มอาชีพของกลุ่มเกษตรกร ตำบลสันทราย อำเภอสารภี จังหวัดเชียงใหม่
DOI: 10.21227/6k6x-rs23
title: diabetic foot from Shanghai Municipal Eighth People's Hospital

description: This is a dataset of diabetic foot. The dataset was collected by Lifang Liu from Shanghai Municipal Eighth People's Hospital. The dataset contains 1211 images composed 507 DF images and 704 non-DF images.These DF images contain all Wagner grade types of DF. The non-DF images mainly contain other chronic wounds from the feet and legs, such as acne, pressure ulcer and venous embolism of lower extremity.
DOI: 10.6084/m9.figshare.12982880
title: SourceData for "Soil moisture-atmosphere feedbacks mitigate declining water availability in drylands"

description: SourceData for the four figures in "Soil moisture-atmosphere feedbacks mitigate declining water availability in drylands" (Zhou et al. 2020; Nature Climate Change)
DOI: 10.25345/c5hf6x
title: MassIVE MSV000086302 - GNPS-MSMS-Chooser-[PF017796-01]
title: Natural compounds of plant origin isolated by the Pierre-Fabre company
DOI: 10.5517/ccdc.csd.cc244t9f
title: CCDC 1970834: Experimental Crystal Structure Determination

description: Related Article: Anna Rola-Noworyta, Tomasz Pietrzak, Vadim Szejko, Iwona Justyniak, Janusz Lewiński|2020|Inorg.Chem.|59|13807|doi:10.1021/acs.inorgchem.0c01962
DOI: 10.5517/ccdc.csd.cc244tbg
title: CCDC 1970835: Experimental Crystal Structure Determination

description: Related Article: Anna Rola-Noworyta, Tomasz Pietrzak, Vadim Szejko, Iwona Justyniak, Janusz Lewiński|2020|Inorg.Chem.|59|13807|doi:10.1021/acs.inorgchem.0c01962
DOI: 10.5281/zenodo.4094334
title: Soft-story building classifier

description: 0 : others 1 : softstory
DOI: 10.25345/c5cn27
title: MassIVE MSV000086303 - GNPS-MSMS-Chooser-[PF017811-01]
title: Natural compounds of plant origin isolated by the Pierre-Fabre company
DOI: 10.21227/sn09-a847
title: diabetic foot from Shanghai Municipal Eighth People's Hospital

description: This is a dataset of diabetic foot. The dataset was collected by Lifang Liu from Shanghai Municipal Eighth People's Hospital. The dataset contains 1211 images composed 507 DF images and 704 non-DF images.These DF images contain all Wagner grade types of DF. The non-DF images mainly contain other chronic wounds from the feet and legs, such as acne, pressure ulcer and venous embolism of lower extremity.
DOI: 10.21227/7axc-x872
title: Baseline 2

description: Baseline with whole dataset usage
DOI: 10.5281/zenodo.4094570
title: Ice extent in Norwegian fjords, 2001-2019

description: Ice extent in Norwegian fjords between 2001 to 2019 derived using MODIS imagery. The associated polygons used to outline each fjord/coastal area are provided in the '01_polygons.txt'. Data is presented and analyzed further in: O’Sadnick M, Petrich C,, Brekke C., Skarðhamar J (2020). Ice extent in sub-arctic fjords and coastal areas from 2001 to 2019 analyzed from MODIS imagery. Annals of Glaciology 1–17. https://doi.org/10.1017/aog.2020.34 In addition, an interactive map can be found at: https://ndat.no/fjords/ice/
description: {"references": ["O'Sadnick et al. (2020). Ice extent in sub-arctic fjords and coastal areas from 2001 to 2019 analyzed from MODIS imagery. Annals of Glaciology 1\u201317. https://doi.org/10.1017/ aog.2020.34"]}
DOI: 10.21227/bx47-cx07
title: Supplementary Material To: A Safety Benchmark for Capacitive Proximity Sensing in Robotics – Safe Transient Contact in Compliance to ISO TS 15066: Power and Force Limiting (PFL)

description: Supplementary Data for Publication "A Safety Benchmark for Capacitive Proximity Sensing in Robotics - Safe Transient Contact in Compliance to ISO TS 15066: Power and Force Limiting Disclaimer: This publication was submitted and is currently under review to be published for IEEE RA-L with ICRA 2021 option. Fundings: The research leading to this results has received fundingfrom the ”Kärntner Wirtschaftsförderung Fonds” (KWF) and the ”European Regional Development Fund” (EFRE) within the CapSize project 26616/30969/44253 Preliminary version of the abstract: During the co-presence of human workers and robots in the same workspace, Power and Force Limiting (PFL) according to ISO TS 15066 is required to avoid injuries during undesired contacts. Capacitive Proximity Sensors (CPSs) offer a cost-effective solution to cover the entire robot manipulator with a fast close-range perception for Human-Robot Collaboration (HRC) tasks. Compared to pure tactile or force sensing, the sensors allow to increase the operating speed of cobots while still maintaining PFL. The robot reacts before impacts occur and does not suffer from occlusion, as the sensors can be placed directly on the robot’s surface to cover the full area and close the perception gap between tactile detection and mid-range distance sensors. However, since capacitive coupling to obstacles varies with distance, shape, and material properties,the projection from capacitance to actual distances is a general problem. A reference benchmark is required for the evaluation to ensure safe PFL. We derive the requirements described in ISO TS 15066 for PFL of critical body regions and propose a method for determining the pre-detection operation speed to comply with PFL. We propose an universal benchmark test procedure for fellow researchers to evaluate their capacitive sensors for safe PFL. With researchers from four different institutes presenting three different concepts of capacitive sensors and their applicability on different robots, the benchmark test procedure is evaluated, and the general applicability is demonstrated.
DOI: 10.5281/zenodo.4074963
title: CeMEE MWT

description: <strong><em>Caenorhabditis elegans</em> Multiparent Experimental Evolution Multi-Worm Tracker data</strong> This dataset contains Choreography output for CeMEE founders, recombinant inbred lines (RILs), outbred populations, and mutation accumulation (MA) lines derived from two founders (N2, PB306). <em>Some of these data are unpublished at present, please contact us if you would like to use them so we can avoid any overlaps.</em> See github.io/cemee/ and publications listed there for full details of experimental evolution and phenotyping. Briefly, data were generated between 2012 and 2019 in two labs, following (ideally) 1000 animals on a plate for 15-20 minutes, most samples are replicated at least twice (there are 3073 experiments for 885 unique samples), and most RILs have been measured under two environments (NGM, NGM + salt). Here's a representative WCON header: "metadata": {<br> "lab": "EEV",<br> "sample": "A6140L337",<br> "sample_type": "RIL",<br> "who": "BA",<br> "place": "Lisbon",<br> "media": "NaCl",<br> "timestamp": "2012-07-26T11:39:05Z",<br> "file": "/users/gev/mallard/Data/Cemee_data/Parsed_Data/Parsed_raw_behavior_data-Bruno/Parsed_data-Inbreds_r1-20120726_103905-G140A6L33<br> },<br> "units": {<br> "t": "s",<br> "x": "mm",<br> "y": "mm",<br> "length": "mm",<br> "width": "mm",<br> "area": "mm^2",<br> "speed": "mm/s",<br> "curve": "r",<br> "angular": "r/s",<br> "bias": "",<br> "food": "HT115",<br> "software": {<br> "name": "MWT",<br> "version": "1.3.0_r1035",<br> "settings": "-S --shadowless -q --plugin Reoutline --plugin Respine -N all"<br> }<br> }
DOI: 10.5281/zenodo.4074962
title: CeMEE MWT

description: <strong><em>Caenorhabditis elegans</em> Multiparent Experimental Evolution Multi-Worm Tracker data</strong> This dataset contains Choreography output for CeMEE founders, recombinant inbred lines (RILs), outbred populations, and mutation accumulation (MA) lines derived from two founders (N2, PB306). <em>Some of these data are unpublished at present, please contact us if you would like to use them so we can avoid any overlaps.</em> See github.io/cemee/ and publications listed there for full details of experimental evolution and phenotyping. Briefly, data were generated between 2012 and 2019 in two labs, following (ideally) 1000 animals on a plate for 15-20 minutes, most samples are replicated at least twice (there are 3073 experiments for 885 unique samples), and most RILs have been measured under two environments (NGM, NGM + salt). Here's a representative WCON header: "metadata": {<br> "lab": "EEV",<br> "sample": "A6140L337",<br> "sample_type": "RIL",<br> "who": "BA",<br> "place": "Lisbon",<br> "media": "NaCl",<br> "timestamp": "2012-07-26T11:39:05Z",<br> "file": "/users/gev/mallard/Data/Cemee_data/Parsed_Data/Parsed_raw_behavior_data-Bruno/Parsed_data-Inbreds_r1-20120726_103905-G140A6L33<br> },<br> "units": {<br> "t": "s",<br> "x": "mm",<br> "y": "mm",<br> "length": "mm",<br> "width": "mm",<br> "area": "mm^2",<br> "speed": "mm/s",<br> "curve": "r",<br> "angular": "r/s",<br> "bias": "",<br> "food": "HT115",<br> "software": {<br> "name": "MWT",<br> "version": "1.3.0_r1035",<br> "settings": "-S --shadowless -q --plugin Reoutline --plugin Respine -N all"<br> }<br> }
DOI: 10.5281/zenodo.3783969
title: Image datasets for jammer classification in GNSS

description: Set of spectrogram binary images corresponding to GNSS signal with and without interference in a variety of scenarios and signal parameters. It also includes two Matlab functions to perform the analisys.
description: Included a cross referenced C/N0 and J/S for each image. The position 'n' of each value of C/N0 and J/S corresponds to the 'n' image of each interference type.
DOI: 10.5281/zenodo.3370933
title: Image datasets for jammer classification in GNSS

description: Set of spectrogram binary images corresponding to GNSS signal with and without interference in a variety of scenarios and signal parameters. It also includes two Matlab functions to perform the analisys.
description: Included a cross referenced C/N0 and J/S for each image. The position 'n' of each value of C/N0 and J/S corresponds to the 'n' image of each interference type.
DOI: 10.21227/6dcg-da73
title: Supplementary Material To: A Safety Benchmark for Capacitive Proximity Sensing in Robotics – Safe Transient Contact in Compliance to ISO TS 15066: Power and Force Limiting (PFL)

description: Supplementary Data for Publication "A Safety Benchmark for Capacitive Proximity Sensing in Robotics - Safe Transient Contact in Compliance to ISO TS 15066: Power and Force Limiting The Supplementary Data includesSTL files of the test objects (already available)Measurement Data of each institute for the shown test objects (will be uploaded soon) Disclaimer: This publication was submitted and is currently under review to be published for IEEE RA-L with ICRA 2021 option. Fundings: The research leading to this results has received fundingfrom the ”K ̈arntner Wirtschaftsf ̈orderung Fonds” (KWF) andthe ”European Regional Development Fund” (EFRE) withinthe CapSize project 26616/30969/44253 and from the Fed-eral Ministry of Education and Research (Bundesministeriumf ̈ur Bildung und Forschung in Germany, BMWF) within theproject SINA (Verbundprojekt-Nr.: V5ARA114) Preliminary version of the abstract: During the co-presence of human workers and robots in the same workspace, Power and Force Limiting (PFL) according to ISO TS 15066 is required to avoid injuries during undesired contacts. Capacitive Proximity Sensors (CPSs) offer a cost-effective solution to cover the entire robot manipulator with a fast close-range perception for Human-Robot Collaboration (HRC) tasks. Compared to pure tactile or force sensing, the sensors allow to increase the operating speed of cobots while still maintaining PFL. The robot reacts before impacts occur and does not suffer from occlusion, as the sensors can be placed directly on the robot’s surface to cover the full area and close the perception gap between tactile detection and mid-range distance sensors. However, since capacitive coupling to obstacles varies with distance, shape, and material properties,the projection from capacitance to actual distances is a general problem. A reference benchmark is required for the evaluation to ensure safe PFL. We derive the requirements described in ISO TS 15066 for PFL of critical body regions and propose a method for determining the pre-detection operation speed to comply with PFL. We propose an universal benchmark test procedure for fellow researchers to evaluate their capacitive sensors for safe PFL. With researchers from four different institutes presenting three different concepts of capacitive sensors and their applicability on different robots, the benchmark test procedure is evaluated, and the general applicability is demonstrated.
DOI: 10.5281/zenodo.4094611
title: SELENE_COU_test

description: Données structurées des glissements sémantiques de COU dans les langues sénégambiennes
DOI: 10.21227/nwec-8771
title: Synthetic Whiteimages for the Lytro Illum Light Field Camera with Ground Truth Microlens Center Coordinates

description: We provide a dataset with synthetic white images for the Lytro Illum light field camera with precisely known microlens center coordinates.The dataset consists of white images taken at different zoom settings as well as different microlens array offset and rotation.The white images have been raytraced using a thin lens-based camera model. The synthesized white images incorporate natural as well as mechanical vignetting effects.For every microlens, a precise center coordinate is provided from which the orthogonal and perspective projections onto the camera sensor can be calculated.For details on the camera model as well as usage of the dataset, please consult our main paper as well as the linked source code repositories.
DOI: 10.21227/y1eg-tx12
title: Synthetic Whiteimages for the Lytro Illum Light Field Camera with Ground Truth Microlens Center Coordinates

description: We provide a dataset with synthetic white images for the Lytro Illum light field camera with precisely known microlens center coordinates.The dataset consists of white images taken at different zoom settings as well as different microlens array offset and rotation.The white images have been raytraced using a thin lens-based camera model. The synthesized white images incorporate natural as well as mechanical vignetting effects.For every microlens, a precise center coordinate is provided from which the orthogonal and perspective projections onto the camera sensor can be calculated.For details on the camera model as well as usage of the dataset, please consult our main paper as well as the linked source code repositories.
DOI: 10.6084/m9.figshare.12546377
title: Orientiatsutsugamushi_sureselect_probe_design.fa

description: A FASTA file containing <i>Orientia tsutsugamushi</i> sequences which were used to design an Agilent SureSelect target enrichment panel to sequence <i>Orientia tsutsugamushi</i> direct from sample.
DOI: 10.21227/8wsp-ft81
title: A Multispectral Light Field Dataset for Light Field Deep Learning

description: Deep learning undoubtedly has had a huge impact on the computer vision community in recent years. In light field imaging, machine learning-based applications have significantly outperformed their conventional counterparts. Furthermore, multi- and hyperspectral light fields have shown promising results in light field-related applications such as disparity or shape estimation. Yet, a multispectral light field data\-set, enabling data-driven approaches, is missing. Therefore, we propose a new synthetic multispectral light field dataset with depth and disparity ground truth. The dataset consists of a training, validation and test dataset, containing light fields of randomly generated scenes, as well as a challenge dataset rendered from hand-crafted scenes enabling detailed performance assessment.