HTTP 200 OK
Allow: GET, PUT, PATCH, HEAD, OPTIONS
Content-Type: application/json
Vary: Accept
{
"resource_uri": "https://fragdenstaat.de/api/v1/document/155510/",
"id": 155510,
"site_url": "https://fragdenstaat.de/dokumente/155510-microsoft-powerpoint-mesmerise4/",
"title": "Microsoft PowerPoint - mesmerise4",
"slug": "microsoft-powerpoint-mesmerise4",
"description": "",
"published_at": null,
"num_pages": 38,
"public": true,
"listed": true,
"allow_annotation": false,
"pending": false,
"file_url": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/mesmerise.pdf",
"file_size": 2395410,
"cover_image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p1-small.png",
"page_template": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p{page}-{size}.png",
"outline": "",
"properties": {
"title": "Microsoft PowerPoint - mesmerise4",
"author": "voicud",
"_tables": [],
"creator": "PrimoPDF http://www.primopdf.com",
"subject": null,
"producer": "Nitro PDF PrimoPDF",
"_format_webp": true
},
"uid": "ddd941a1-9a47-48a5-a2c9-9c86792f523e",
"data": {},
"pages_uri": "/api/v1/page/?document=155510",
"original": null,
"foirequest": null,
"publicbody": null,
"last_modified_at": "2022-05-09 14:49:39.562869+00:00",
"pages": [
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 1,
"content": "Multi-Energy High Resolution Modular Scan System for Internal and External Concealed Commodities MESMERISE June 6th 2017 www.h2020mesmerise.eu",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p1-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 2,
"content": "",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p2-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 3,
"content": "www.h2020mesmerise.eu",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p3-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 4,
"content": "The main challenge of MESMERISE is to develop a new scanning technology improving the respect for intimacy and privacy rights as well as the efficiency and reliability. The first objective is to develop a high-resolution non-intrusive scanner able to automatically detect and identify both internal and external concealed prohibited or restricted commodities sought by customs such as drugs or explosives and to discern them from natural body tissues, food waste or benign materials. Mesmerise proposes two complementary technologies: ultra-low dose Multispectral X-ray transmission and Infrasonic interrogation. Both systems have the goals of improving privacy, convenience, sensitivity and reliability posing no risk for users, providing automatic identification or classification and assuring that no human operator needs to watch privacy-breaking images. www.h2020mesmerise.eu",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p4-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 5,
"content": "Scenario 1: Scenario 2: Internally concealed commodities Externally concealed commodities X+Z MESMERISE: Internal and Z-MESMERISE: External detection. external detection. Highly non-disruptive. 0.25 µSv 0.00 µSv Restrictions to the use of Ionizing Radiation may apply No restriction www.h2020mesmerise.eu",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p5-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 6,
"content": "Z-MESMERISE: External detection. Highly non-disruptive.",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p6-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 7,
"content": "Acoustic Near Field holography (ANFH) Acoustic Near-Field Impedance Holography Low frequency MEMS arrays",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p7-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 8,
"content": "Z-MESMERISE: A non-intrusive, non-disruptive, no health risk, pat down, based on sound waves for externally concealed commodities detection Non-intrusive because it is completely contactless and because the ATR shows the alert the operator not being necessary to exhibit and visually construct the image. This is particularly relevant considering gender matching customer and operator being in any case a better solution than the current practice No risk to particular groups such as pregnant because is based on sound waves The automated target system allows to alert and identify",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p8-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 9,
"content": "Current Progress",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p9-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 10,
"content": "11.271051\n\nin rt\n\n \n\nbak Group",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p10-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 11,
"content": "16 g Pink Salt Tea Bag on the thigh.",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p11-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 12,
"content": "Tea bag with 16 g of refined sugar on the thigh.",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p12-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 13,
"content": "X-MESMERISE Ultra Low-Dose X-Ray emission system X-Ray collimation system Gantry Transport system X-ray detection system Automatic Recognition system 0.25 µSv",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p13-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 14,
"content": "2-stage detection direct detection standard solution CdTe solution RX RX - scintillator semi-conductor light +- @ room temperature photodiode + charges charges ~ 2000 charges ~ 20 000 charges @ 100 keV @ 100 keV",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p14-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 15,
"content": "Ha. af Phosors\n\n \n\nSNIEA\nET\n\nActual Absorption Spectra Dual Energy\n\n \n \n \n\nins libbbbbssnn\n\nHo. of Photons\n\n \n\nN Energy [kev] N Energy [keW]\n\nEach single en = Numbers:\nhas its specific Low, High Energy\nabsorption spectrum\n\nAbsorption measurement\nbased on I owerlapping\naverage values\n\n \n\nHa. af Phatans\n\n \n\nMuki Energy (ME)\n\nN Energy eV]\n\nComplete Spectra:\n256 Energy Bins\n\nAksarption measurement\nbased on 356 independent\nvalues : |,e. a Spectrum",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p15-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 16,
"content": "Material separability improvement with ME100 spectral information",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p16-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 17,
"content": "Image resolution Detailed view of an image from the ASTM F792 test piece acquired by a conventional detection system (left) and the multiple energy detector (right) with same acquisition parameters.",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p17-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 18,
"content": "Specific method to identify the materials",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p18-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 19,
"content": "Information processing\n\n- ME calibration, superposition\n- Method using probability density\n- Density & Zeff Identification\n\n \n\nDual-enerey detector [« sandwich »\n\n \n \n \n \n \n\nicn Fcm 3m cm\n\n- blue : PTFE iteflon]\n- green: PE |polyeifylene)\n- rad: PORM (defrin]",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p19-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 20,
"content": "Automated Target Recognition System",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p20-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 21,
"content": "X-MESMERISE expected features: A full body non-divest non-intrusive quick non-disruptive ultra-low dose x-ray scanner (FBS), usable upon consent by the final user, for internally and externally concealed commodities detection identifying the object and warning the operator: Non-divest: the final user does not need to divest outer clothes or belongings from pockets, etc. Non-intrusive: it is completely contactless and because the ATR shows the alert, it is not necessary to render and display an image to the operator Quick: the whole operation could be deployed in a very convenient layout for both the customer and the security service, taking less time than the current systems Non-disruptive: the operation takes place in a continuous moving belt maintaining a constant flow of passengers The dose per scan is under the limits according to the EU standard limits ( 1mSv per year) Automated Target Recognition System",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p21-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 22,
"content": "Inspired by tumor segmentation models Train a CNN (Convolutional Neural Network) model for Semantic Segmentation.",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p22-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 23,
"content": "Our model Overall Architecture: Deep Encoder-Decoder CNN-based (Convolutional Neural Network CNN) Given a feature representation obtained from the encoder network, dense pixel-wise prediction map is constructed through decoder network.",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p23-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 24,
"content": "Our model Training Process: Optimization",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p24-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 25,
"content": "Mesmerise Dataset Number of X-ray images (from London & Oslo scanners): 57 Raw X-ray image Raw X-ray image Mask Mask London Oslo",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p25-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 26,
"content": "Mesmerise Dataset",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p26-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 27,
"content": "Results on Mesmerise Dataset Sorensen-Dice Ground Truth coeficient",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p27-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 28,
"content": "4.1 Quantitative Results Setups: Set 1: Training images: 49 Validation images: 8 Set 2: Training images: 29 Validation images: 28 Evaluation metrics: Global Accuracy (GA) – Pixels right Class Average Accuracy (CAA) – Proportion of Right Pixel per Class Intersection over Union (IoU) – Overlap between GT and Predicted Masks Dice coefficient (D) – Overlap with class 1 (narcotics positive)",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p28-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 29,
"content": "4.1 Quantitative Results The importance of the number of training images Setups GA (%) CAA(%) IoU D SET 1 (49 99.16 71.10 0.6212 0.3519 training images) SET 2 (29 99.16 64.41 0.5761 0.2725 training images)",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p29-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 30,
"content": "4.2 Qualitative Results: Probabilistic Output Probability of finding narcotics in that pixel",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p30-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 31,
"content": "4.2 Qualitative Results: Probabilistic Output",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p31-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 32,
"content": "4.2 Qualitative Results: Probabilistic Output",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p32-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 33,
"content": "4.2 Qualitative Results SET 1: Thres = 0.5. Positive tests Human Machine Human Machine operator recognition operator recognition",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p33-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 34,
"content": "4.2 Qualitative Results SET 1: Thres = 0.5. Positive tests Human Machine Human Machine operator recognition operator recognition",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p34-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 35,
"content": "May April 2016 2019",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p35-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 36,
"content": "May April 2016 2019",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p36-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 37,
"content": "“Scientists, precisely because they ‘know more’, are called to ‘serve more’. Since the freedom they enjoy in research gives them access to specialized knowledge, they have the responsibility of using that knowledge wisely for the benefit of the entire human family” John Paul II Address to the Pontifical Academy of Sciences, 11 November 2002",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p37-{size}.png"
},
{
"document": "https://fragdenstaat.de/api/v1/document/155510/",
"number": 38,
"content": "www.h2020mesmerise.eu",
"width": 3508,
"height": 2481,
"image": "https://media.frag-den-staat.de/files/docs/dd/d9/41/ddd941a19a4748a5a2c99c86792f523e/page-p38-{size}.png"
}
]
}
