ITK Tutorial Presentation Slides-951

•Download as PPT, PDF•

1 like•863 views

Kitware Kitware

http://hdl.handle.net/1926/161

Technology Business

ITK Meets the Virtual Soldier GE Global Research Bill Lorensen, Jim Miller Dirk Padfield, James Ross Wes Turner [email_address]

Outline ,[object Object],[object Object],[object Object],[object Object],[object Object]

Activities ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Atlas Quality Control ,[object Object],Slice Resolution: 2048 x 1350

Atlas Quality Control ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Atlas Quality Control Left Sixth Rib Segmentation Dust removed via “voting”

Model Generation ,[object Object],Discrete Decimated (90%) Colored Smoothed

Implicit Anatomical Modeling ,[object Object],X,Y,Z I,J,K Label

Implicit Anatomical Modeling 0 mm: right_ventricle 2 mm: pericardium 3 mm: left_ventricle 52 mm: mediastinum 53 mm: left_upper_lobe_of_lung 66 mm: superior_lingular_branch_left_pulmonary 68 mm: left_upper_lobe_of_lung 107 mm: unknown 112 mm: left_fourth_rib 117 mm: serratus_anterior_muscle 123 mm: unknown 186 mm: pectoralis_minor_muscle 191 mm: deltoid_muscle 259 mm: unknown 261 mm: subcutaneous_tissue_of_trunk 271 mm: skin_of_trunk

LevelSet Model Refinement ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],But: Algorithm parameter space is high!

Load Sharing Facility ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Laplacian LevelSet DOE Threshold Advection Curvature 1000 runs in 50 minutes!

LS Threshold Selection using IsolatedConnected Initial Using Threshold LS Using IsolatedConnected LS

3D IsolatedConnected LS Model vs. Initial Model Left ventricle and ascending aorta Pulmonary Trunk

What's hot

IRJET-Haar Classifier based Identification and Tracking of Moving Objects fro...

IRJET Journal

Object video tracking using a pan tilt-zoom system

Mohammed Abdalhakam Taha

A study and comparison of different image segmentation algorithms

Manje Gowda

P1151133713

Ashraf Aboshosha

Review: Incremental Few-shot Instance Segmentation [CDM]

Dongmin Choi

Video processing has gained a lot of significance because of its applications in various areas of research. This includes monitoring movements in public places for surveillance. Video sequences from various standard datasets such as I2R, CAVIAR and UCSD are often referred for video processing applications and research. Identification of actors as well as the movements in video sequences should be accomplished with the static and dynamic background. The significance of research in video processing lies in identifying the foreground movement of actors and objects in video sequences. Foreground identification can be done with a static or dynamic background. This type of identification becomes complex while detecting the movements in video sequences with a dynamic background. For identification of foreground movement in video sequences with dynamic background, two algorithms are proposed in this article. The algorithms are termed as Frame Difference between Neighboring Frames using Hue, Saturation and Value (FDNF-HSV) and Frame Difference between Neighboring Frames using Greyscale (FDNF-G). With regard to F-measure, recall and precision, the proposed algorithms are evaluated with state-of-art techniques. Results of evaluation show that, the proposed algorithms have shown enhanced performance.

Strategy for Foreground Movement Identification Adaptive to Background Variat...

IJECEIAES

lab report 4

Selase Kwami

Seminar nov2017

Ahmed Youssef Ali Amer

Basic image processing

Jay Thakkar

In this project, a novel approach for motion estimation is proposed. There are few block matching algorithm existing for motion estimation. In motion estimation a new cross diamond search algorithm is implemented compared to diamond search it uses less search point. Because of this we can reduce the computational complexity. The performance of the algorithm is compared with other algorithm by means of search points. This algorithm achieves close performance than that of three step search and diamond search. Compared to all the algorithm cross diamond uses less logic elements, delay and power dissipation.

A New Cross Diamond Search Motion Estimation Algorithm for HEVC

IJERA Editor

Sigma_Xi_Fall_2013

Shawn Robinson

Automatic Target Identification

Artemis Valanis

Digital Image Processing: An Introduction

Mostafa G. M. Mostafa

Aw03402840286

ijceronline

Automatic Building detection for satellite Images using IGV and DSM

Amit Raikar

Object detection is an important step in any video analysis. Difficulties of the object detection are finding hidden objects and finding unrecognized objects. Although many algorithms have been developed to avoid them as outliers, occlusion boundaries could potentially provide useful information about the scene’s structure and composition. A novel framework for blob based occluded object detection is proposed. A technique that can be used to detect occlusion is presented. It detects and tracks the occluded objects in video sequences captured by a fixed camera in crowded environment with occlusions. Initially the background subtraction is modeled by a Mixture of Gaussians technique (MOG). Pedestrians are detected using the pedestrian detector by computing the Histogram of Oriented Gradients descriptors (HOG), using a linear Support Vector Machine (SVM) as the classifier. In this work, a recognition and tracking system is built to detect the abandoned objects in the public transportation area such as train stations, airports etc. Several experiments were conducted to demonstrate the effectiveness of the proposed approach. The results show the robustness and effectiveness of the proposed method.

Occlusion and Abandoned Object Detection for Surveillance Applications

Editor IJCATR

Mumma_Radar_Lab_Posters

Dr. Ali Nassib

End of Year Presentation

Chanwit Kaewkasi

Image processing

kamal330

Common Sense Based Joint Training Of Human Activity Recogizers

vein

What's hot (20)

IRJET-Haar Classifier based Identification and Tracking of Moving Objects fro...

Object video tracking using a pan tilt-zoom system

A study and comparison of different image segmentation algorithms

P1151133713

Review: Incremental Few-shot Instance Segmentation [CDM]

Strategy for Foreground Movement Identification Adaptive to Background Variat...

lab report 4

Seminar nov2017

Basic image processing

A New Cross Diamond Search Motion Estimation Algorithm for HEVC

Sigma_Xi_Fall_2013

Automatic Target Identification

Digital Image Processing: An Introduction

Aw03402840286

Automatic Building detection for satellite Images using IGV and DSM

Occlusion and Abandoned Object Detection for Surveillance Applications

Mumma_Radar_Lab_Posters

End of Year Presentation

Image processing

Common Sense Based Joint Training Of Human Activity Recogizers

Similar to ITK Tutorial Presentation Slides-951

This thesis presents a comprehensive study of the state-of-the-art in human posture reconstruction, its contexts, and associated applications. The underlying research focuses on utilization of computer vision techniques for human activity recognition based on embedded system technologies and intelligent camera systems. It also focuses on human posture reconstruction as it plays a key role in subsequent activity recognition. In this work, we have relied on the latest technological advances in sensor technology, specifically on the advent of Kinect, an RGB-D sensor from Microsoft, to realize a low-level sensor fusion algorithm to fuse the outputs of multiple depth sensors for human posture reconstruction. In this endeavor, the different challenges encountered are: (1) occlusions when using a single sensor; (2) the combinatorial complexity of learning a high dimensional space corresponding to human postures; and finally, (3) embedded systems constraints. The proposed system addresses and consequently resolves each of these challenges. The fusion of multiple depth sensors gives better result than individual sensors as the fusion alleviates the majority of occlusions by resolving many incoherencies thus by guaranteeing improved robustness and completeness on the observed scene. In this manuscript, we have elaborated the low-level fusion strategy which makes up the main contribution of this thesis. We have adopted a learning technique based on decision forests. Our algorithm is applied on our own learning dataset acquired with our multi-platform kinect coupled to a commercial motion capture system. The two main principal features are sensor data fusion and supervised learning. Specifically, the data fusion technique is described by acquisition, segmentation, and voxelization which generates a 3D reconstruction of the occupied space. The supervised learning is based on decision forests and uses appropriate descriptors extracted from the reconstructed data. Various experiments including specific parameter learning (tuning) runs have been realized. Qualitative and quantitative comparative human articulation reconstruction precision evaluations against the state-of-the-art strategies have also been carried out. The different algorithms have been implemented on a personal computer environment which helped to analyze the essential parts that needs hardware embedded integration. The hardware integration consisted of studying and comparing multiple approaches. FPGA is a platform that meets both the performance and embeddability criteria as it provides resources that reduce CPU cost. This allowed us to make a contribution which constitutes a hierarchically prioritized design via a layer of intermediary modules. Comparative studies have also been done using background subtraction implementation as a benchmark integrated on PC, GPU, and FPGA (the FPGA implementation has been presented in detail).

Real Time Human Posture Detection with Multiple Depth Sensors

Wassim Filali

Simulation and hardware implementation of Adaptive algorithms on tms320 c6713...

Raj Kumar Thenua

Optimizing Terascale Machine Learning Pipelines with Keystone ML

Spark Summit

All projects

Karishma Jain

A Brain Computer Interface Speller for Smart Devices

Mahmoud Helal

Deep learning unsupervised learning diapo

Milton Paja

OptraSCAN Fluorescence Scanning & Analysis

ShwetaSharma687

For skin lesion detection pathologists examine biopsies to make diagnostic assessment largely based on cell anatomy and tissue distribution. However in many instances it is subjective and often leads to considerable variability. Whereas computer diagnostic tools enable objective judgments by making use of quantitative measures. Paper presents a diagnosis system based on an adaptive Neuro-fuzzy inference system for effective classification of Bascal cell carcinoma images from the given set of all types of skin lesions. System divide in three parts. Image Processing, Feature Extraction, and classification. First part deals with the noise reduction and artifacts removing from the set of images. Second part deals with extracting variety of features of Bascal Cell Carcinoma using the Greedy feature flip algorithm (G-flip), and classification method using ANFIS algorithm and finally Part three deals with the results that is classification of BCC images from the variety of pre-cancerous stage images that is Actinic Keratosis and also other images called psoriasis which looks as cancer images at a first look . The results confirmed that the proposed ANFIS model has potential in classifying the skin cancer diagnosis.

Computer aided classification of Bascal cell carcinoma using adaptive Neuro-f...

Editor IJMTER

Bioinfo ngs data format visualization v2

Li Shen

Fast, Cheap and Deep – Scaling Machine Learning: Distributed high throughput machine learning is both a challenge and a key enabling technology. Using a Parameter Server template we are able to distribute algorithms efficiently over multiple GPUs and in the cloud. This allows us to design very fast recommender systems, factorization machines, classifiers, and deep networks. This degree of scalability allows us to tackle computationally expensive problems efficiently, yielding excellent results e.g. in visual question answering.

Alex Smola, Professor in the Machine Learning Department, Carnegie Mellon Uni...

MLconf

B.tech_project_ppt.pptx

supratikmondal6

State Space Reduction Techniques to Verify Business Processes

Universität Rostock

Presentation on BornoNet Research Paper and Python Basics

Shibbir Ahmed

2005: A Matlab Tour on Artificial Immune Systems

Leandro de Castro

Generating super resolution images using transformers

NEERAJ BAGHEL

ECCV2010: feature learning for image classification, part 4

zukun

PT-4054, "OpenCL™ Accelerated Compute Libraries" by John Melonakos

AMD Developer Central

Ieee2013_upgrading_knowledge_matlab_pt2

Georgios Drakopoulos

Deep learning for molecules, introduction to chainer chemistry

Kenta Oono

Ge logiqbook xp

AEchosys

Recently uploaded

Keynote 2: APIs in 2030: The Risk of Technological Sleepwalk Paolo Malinverno, Growth Advisor - The Business of Technology Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

apidays

Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows. We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases. This video focuses on the deployment of external web forms using Jotform for Bonterra Impact Management. This solution can be customized to your organization’s needs and deployed to support the common use cases below: - Intake and consent - Assessments - Surveys - Applications - Program registration Interested in deploying web form automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Jeffrey Haguewood

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

Samir Dash

CNIC Information System with Pakdata Cf In Pakistan

danishmna97

EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER

MadyBayot

💉💊+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHABI}}+971581248768 +971581248768 Mtp-Kit (500MG) Prices » Dubai [(+971581248768**)] Abortion Pills For Sale In Dubai, UAE, Mifepristone and Misoprostol Tablets Available In Dubai, UAE CONTACT DR.Maya Whatsapp +971581248768 We Have Abortion Pills / Cytotec Tablets /Mifegest Kit Available in Dubai, Sharjah, Abudhabi, Ajman, Alain, Fujairah, Ras Al Khaimah, Umm Al Quwain, UAE, Buy cytotec in Dubai +971581248768''''Abortion Pills near me DUBAI | ABU DHABI|UAE. Price of Misoprostol, Cytotec” +971581248768' Dr.DEEM ''BUY ABORTION PILLS MIFEGEST KIT, MISOPROTONE, CYTOTEC PILLS IN DUBAI, ABU DHABI,UAE'' Contact me now via What's App…… abortion Pills Cytotec also available Oman Qatar Doha Saudi Arabia Bahrain Above all, Cytotec Abortion Pills are Available In Dubai / UAE, you will be very happy to do abortion in Dubai we are providing cytotec 200mg abortion pill in Dubai, UAE. Medication abortion offers an alternative to Surgical Abortion for women in the early weeks of pregnancy. We only offer abortion pills from 1 week-6 Months. We then advise you to use surgery if its beyond 6 months. Our Abu Dhabi, Ajman, Al Ain, Dubai, Fujairah, Ras Al Khaimah (RAK), Sharjah, Umm Al Quwain (UAQ) United Arab Emirates Abortion Clinic provides the safest and most advanced techniques for providing non-surgical, medical and surgical abortion methods for early through late second trimester, including the Abortion By Pill Procedure (RU 486, Mifeprex, Mifepristone, early options French Abortion Pill), Tamoxifen, Methotrexate and Cytotec (Misoprostol). The Abu Dhabi, United Arab Emirates Abortion Clinic performs Same Day Abortion Procedure using medications that are taken on the first day of the office visit and will cause the abortion to occur generally within 4 to 6 hours (as early as 30 minutes) for patients who are 3 to 12 weeks pregnant. When Mifepristone and Misoprostol are used, 50% of patients complete in 4 to 6 hours; 75% to 80% in 12 hours; and 90% in 24 hours. We use a regimen that allows for completion without the need for surgery 99% of the time. All advanced second trimester and late term pregnancies at our Tampa clinic (17 to 24 weeks or greater) can be completed within 24 hours or less 99% of the time without the need surgery. The procedure is completed with minimal to no complications. Our Women's Health Center located in Abu Dhabi, United Arab Emirates, uses the latest medications for medical abortions (RU-486, Mifeprex, Mifegyne, Mifepristone, early options French abortion pill), Methotrexate and Cytotec (Misoprostol). The safety standards of our Abu Dhabi, United Arab Emirates Abortion Doctors remain unparalleled. They consistently maintain the lowest complication rates throughout the nation. Our Physicians and staff are always available to answer questions and care for women in one of the most difficult times in their lives. The decision to have an abortion at the Abortion Cl

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...

?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@

Strategies for Landing an Oracle DBA Job as a Fresher

Remote DBA Services

Following the popularity of "Cloud Revolution: Exploring the New Wave of Serverless Spatial Data," we're thrilled to announce this much-anticipated encore webinar. In this sequel, we'll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR. Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios. Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects. Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you're building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Safe Software

Whatsapp Number Escorts Call girls 8617370543 Available 24x7 Mcleodganj Call Girls Service Offer Genuine VIP Model Escorts Call Girls in Your Budget. Mcleodganj Call Girls Service Provide Real Call Girls Number. Make Your Sexual Pleasure Memorable with Our Mcleodganj Call Girls at Affordable Price. Top VIP Escorts Call Girls, High Profile Independent Escorts Call Girls, Housewife Women Escorts Call Girl, College Girls Escorts Call Girls, Russian Escorts Call girls Service in Your Budget.

Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model

Deepika Singh

DBX First Quarter 2024 Investor Presentation

Dropbox

Architecting Cloud Native Applications

WSO2

ICT role in 21st century education and its challenges

rafiqahmad00786416

FWD Group - Insurer Innovation Award 2024

The Digital Insurer

Vector Search -An Introduction in Oracle Database 23ai.pptx

Remote DBA Services

Accelerating FinTech Innovation: Unleashing API Economy and GenAI Vasa Krishnan, Chief Technology Officer - FinResults Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...

apidays

Effective data discovery is crucial for maintaining compliance and mitigating risks in today's rapidly evolving privacy landscape. However, traditional manual approaches often struggle to keep pace with the growing volume and complexity of data. Join us for an insightful webinar where industry leaders from TrustArc and Privya will share their expertise on leveraging AI-powered solutions to revolutionize data discovery. You'll learn how to: - Effortlessly maintain a comprehensive, up-to-date data inventory - Harness code scanning insights to gain complete visibility into data flows leveraging the advantages of code scanning over DB scanning - Simplify compliance by leveraging Privya's integration with TrustArc - Implement proven strategies to mitigate third-party risks Our panel of experts will discuss real-world case studies and share practical strategies for overcoming common data discovery challenges. They'll also explore the latest trends and innovations in AI-driven data management, and how these technologies can help organizations stay ahead of the curve in an ever-changing privacy landscape.

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

TrustArc

The microservices honeymoon is over. When starting a new project or revamping a legacy monolith, teams started looking for alternatives to microservices. The Modular Monolith, or 'Modulith', is an architecture that reaps the benefits of (vertical) functional decoupling without the high costs associated with separate deployments. This talk will delve into the advantages and challenges of this progressive architecture, beginning with exploring the concept of a 'module', its internal structure, public API, and inter-module communication patterns. Supported by spring-modulith, the talk provides practical guidance on addressing the main challenges of a Modultith Architecture: finding and guarding module boundaries, data decoupling, and integration module-testing. You should not miss this talk if you are a software architect or tech lead seeking practical, scalable solutions. About the author With two decades of experience, Victor is a Java Champion working as a trainer for top companies in Europe. Five thousands developers in 120 companies attended his workshops, so he gets to debate every week the challenges that various projects struggle with. In return, Victor summarizes key points from these workshops in conference talks and online meetups for the European Software Crafters, the world’s largest developer community around architecture, refactoring, and testing. Discover how Victor can help you on victorrentea.ro : company training catalog, consultancy and YouTube playlists.

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Victor Rentea

When you’re building (micro)services, you have lots of framework options. Spring Boot is no doubt a popular choice. But there’s more! Take Quarkus, a framework that’s considered the rising star for Kubernetes-native Java. It always depends on what's best for your situation, but how to choose the best solution if you're comparing 2 frameworks? Both Spring Boot and Quarkus have their positives and negatives. Let us compare the two by live coding a couple of common use cases in Spring Boot and Quarkus. After this talk, you’ll be ready to get started with Quarkus yourself, and know when to select Quarkus or Spring Boot.

Spring Boot vs Quarkus the ultimate battle - DevoxxUK

Jago de Vreede

Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving

Edi Saputra

The presentation was made in “Web3 Fusion: Embracing AI and Beyond” is more than a conference; it's a journey into the heart of digital transformation. The conference a provided a platform where the future of technology meets practical application. This three-day hybrid event, set in the heart of innovation, served as a gateway to the latest trends and transformative discussions in AI, Blockchain, IoT, AR/VR, and their collective impact on the information space.

AI in Action: Real World Use Cases by Anitaraj

AnitaRaj43

Recently uploaded (20)

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

CNIC Information System with Pakdata Cf In Pakistan

EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...

Strategies for Landing an Oracle DBA Job as a Fresher

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model

DBX First Quarter 2024 Investor Presentation

Architecting Cloud Native Applications

ICT role in 21st century education and its challenges

FWD Group - Insurer Innovation Award 2024

Vector Search -An Introduction in Oracle Database 23ai.pptx

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Spring Boot vs Quarkus the ultimate battle - DevoxxUK

Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving

AI in Action: Real World Use Cases by Anitaraj

ITK Tutorial Presentation Slides-951

1. ITK Meets the Virtual Soldier GE Global Research Bill Lorensen, Jim Miller Dirk Padfield, James Ross Wes Turner [email_address]

6. Overlay.tcl

7. Atlas Quality Control Left Sixth Rib Segmentation Dust removed via “voting”

9. Model Generation

10. Model Generation

11. VHM Thorax Models

12.

13. Implicit Anatomical Modeling 0 mm: right_ventricle 2 mm: pericardium 3 mm: left_ventricle 52 mm: mediastinum 53 mm: left_upper_lobe_of_lung 66 mm: superior_lingular_branch_left_pulmonary 68 mm: left_upper_lobe_of_lung 107 mm: unknown 112 mm: left_fourth_rib 117 mm: serratus_anterior_muscle 123 mm: unknown 186 mm: pectoralis_minor_muscle 191 mm: deltoid_muscle 259 mm: unknown 261 mm: subcutaneous_tissue_of_trunk 271 mm: skin_of_trunk

14. Implicit Anatomical Modeling

15. RGB to CT Registration

16. RGB to CT Registration

17. Deformable Registration

18. Model Refinement Using LevelSets

19.

20.

21.

22.

23. LSF Toolkit

24. Laplacian LevelSet DOE Threshold Advection Curvature 1000 runs in 50 minutes!

25. Threshold Advection Curvature