Computational Vision and Medical Image Processing IV

Book description

Computational Vision and Medical Image Processing. VIPIMAGE 2013 contains invited lectures and full papers presented at VIPIMAGE 2013 - IV ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (Funchal, Madeira Island, Portugal, 14-16 October 2013). International contributions from 16 countries provide a comprehensive coverage of the current state-of-the-art in the fields of: 3D Vision; Computational Bioimaging and Visualization; Computational Vision and Image Processing applied to Dental Medicine; Computational Vision; Computer Aided Diagnosis, Surgery, Therapy, and Treatment; Data Interpolation, Registration, Acquisition and Compression; Image Processing and Analysis; Image Segmentation; Imaging of Biological Flows; Medical Imaging; Physics of Medical Imaging; Shape Reconstruction; Signal Processing; Simulation and Modeling; Software Development for Image Processing and Analysis; Telemedicine Systems and their Applications; Trabecular Bone Characterization; Tracking and Analysis of Movement; Virtual Reality.

Related techniques covered in this book include the level set method, finite element method, modal analyses, stochastic methods, principal and independent components analysis and distribution models. Computational Vision and Medical Image Processing. VIPIMAGE 2013 is useful to academics, researchers and professionals in Biomechanics, Biomedical Engineering, Computational Vision (image processing and analysis), Computer Sciences, Computational Mechanics and Medicine.

Table of contents

  1. Front Cover
  2. Table of contents
  3. Preface
  4. Acknowledgements
  5. Invited lecturers
  6. Thematic sessions
  7. Scientific committee
  8. Invited lectures
    1. Machine learning meets medical imaging: Learning and discovery of clinically useful information from images (1/2)
    2. Machine learning meets medical imaging: Learning and discovery of clinically useful information from images (2/2)
    3. Seeing and understanding people (1/2)
    4. Seeing and understanding people (2/2)
  9. Contributed papers
    1. On the strain–line patterns in a real human left ventricle (1/2)
    2. On the strain–line patterns in a real human left ventricle (2/2)
    3. MR-T2-weighted signal intensity: A new imaging marker of prostate cancer aggressiveness (1/2)
    4. MR-T2-weighted signal intensity: A new imaging marker of prostate cancer aggressiveness (2/2)
    5. Dimensionality reduction through LDA and bag-of-features applied to image retrieval (1/2)
    6. Dimensionality reduction through LDA and bag-of-features applied to image retrieval (2/2)
    7. Prediction-assisted moving objects tracking in severe occlusions and background clutters (1/2)
    8. Prediction-assisted moving objects tracking in severe occlusions and background clutters (2/2)
    9. Scale and orientation adaptive histogram-based object tracking in video sequences (1/2)
    10. Scale and orientation adaptive histogram-based object tracking in video sequences (2/2)
    11. Wavelet approach for studying motor strategy patterns of diabetic neuropathic individuals in gait cycle
    12. Fully discrete, nonlocal models for image processing: Properties and applications
    13. Image smoothing using the Perona-Malik equation with a new estimation method of the contrast parameter (1/2)
    14. Image smoothing using the Perona-Malik equation with a new estimation method of the contrast parameter (2/2)
    15. Speckle ultrasound image filtering: Performance analysis and comparison (1/2)
    16. Speckle ultrasound image filtering: Performance analysis and comparison (2/2)
    17. A study of the complexity of respiratory signals during wake and sleep
    18. Model-based extraction of input and organ functions in dynamic medical imaging (1/2)
    19. Model-based extraction of input and organ functions in dynamic medical imaging (2/2)
    20. A study on clustering for colour image quantisation (1/2)
    21. A study on clustering for colour image quantisation (2/2)
    22. Sparse and robust signal reconstruction algorithm (1/2)
    23. Sparse and robust signal reconstruction algorithm (2/2)
    24. An empirical study of algebraic-reconstruction techniques (1/2)
    25. An empirical study of algebraic-reconstruction techniques (2/2)
    26. Fast soft switching impulsive noise removal in color images (1/2)
    27. Fast soft switching impulsive noise removal in color images (2/2)
    28. Analysis of the retinal nerve fiber layer texture related to the thickness measured by optical coherence tomography (1/2)
    29. Analysis of the retinal nerve fiber layer texture related to the thickness measured by optical coherence tomography (2/2)
    30. A selective denoising method to remove speckle noise
    31. Registration of the long-term autofluorescence retinal images taken from glaucomatic patients (1/2)
    32. Registration of the long-term autofluorescence retinal images taken from glaucomatic patients (2/2)
    33. Simplified and labelled bone model reconstruction for interactive environments (1/2)
    34. Simplified and labelled bone model reconstruction for interactive environments (2/2)
    35. Fringe projection measurement of highly specular objects in presence of multi-reflection (1/2)
    36. Fringe projection measurement of highly specular objects in presence of multi-reflection (2/2)
    37. Pretreatment and reconstruction of three-dimensional images applied in a locking reconstruction plate for structural analysis with FEA
    38. Vision-based gesture recognition system for human-computer interaction (1/2)
    39. Vision-based gesture recognition system for human-computer interaction (2/2)
    40. A fast and accurate algorithm for detecting and tracking moving hand gestures (1/2)
    41. A fast and accurate algorithm for detecting and tracking moving hand gestures (2/2)
    42. Sensor Kinect in a telepresence application
    43. VIFTrack!–visual-inertial feature tracking based on affine photometric warping (1/2)
    44. VIFTrack!–visual-inertial feature tracking based on affine photometric warping (2/2)
    45. Creation of patient specific finite element models of bone-prosthesis—simulation of the effect of future implants (1/2)
    46. Creation of patient specific finite element models of bone-prosthesis—simulation of the effect of future implants (2/2)
    47. Direct creation of finite element models from medical images using Cartesian grids (1/2)
    48. Direct creation of finite element models from medical images using Cartesian grids (2/2)
    49. An out-of-core volume rendering architecture (1/2)
    50. An out-of-core volume rendering architecture (2/2)
    51. The Numeric Simulator of Human Body (NSHB)—a future scientific research tool in Medicine (1/2)
    52. The Numeric Simulator of Human Body (NSHB)—a future scientific research tool in Medicine (2/2)
    53. Distribution of the pelvic floor muscle fibers: Comparison between magnetic resonance tractography and finite element method representation
    54. Data quality estimation from interdependencies for structured light scanners (1/2)
    55. Data quality estimation from interdependencies for structured light scanners (2/2)
    56. 3D scanning using RGBD imaging devices: A survey (1/2)
    57. 3D scanning using RGBD imaging devices: A survey (2/2)
    58. Detection of power lines by image processing (1/2)
    59. Detection of power lines by image processing (2/2)
    60. A study of a firefly meta-heuristics for multithreshold image segmentation (1/2)
    61. A study of a firefly meta-heuristics for multithreshold image segmentation (2/2)
    62. Use of a webcam for movement detection
    63. A computed tomography based orthopedic surgery planning solution (1/2)
    64. A computed tomography based orthopedic surgery planning solution (2/2)
    65. An intelligent system for polyp detection in wireless capsule endoscopy images (1/2)
    66. An intelligent system for polyp detection in wireless capsule endoscopy images (2/2)
    67. An automatic blood detection algorithm for wireless capsule endoscopy images (1/2)
    68. An automatic blood detection algorithm for wireless capsule endoscopy images (2/2)
    69. Fuzzy reference data estimation in brain tumor segmentation studies (1/2)
    70. Fuzzy reference data estimation in brain tumor segmentation studies (2/2)
    71. SVM based pattern recognition of microscopic liver images (1/2)
    72. SVM based pattern recognition of microscopic liver images (2/2)
    73. Towards automated image mining from reported medical images (1/2)
    74. Towards automated image mining from reported medical images (2/2)
    75. Trends on identification of fractured bone tissue from CT images (1/2)
    76. Trends on identification of fractured bone tissue from CT images (2/2)
    77. 3D shape prior active contours for an automatic segmentation of a patient specific femur from a CT scan (1/2)
    78. 3D shape prior active contours for an automatic segmentation of a patient specific femur from a CT scan (2/2)
    79. TV-H-1 variational inpainting applied to metal artifact reduction in CT images (1/2)
    80. TV-H-1 variational inpainting applied to metal artifact reduction in CT images (2/2)
    81. An architecture for content-based diagnostic image retrieval in a radiology PACS environment (1/2)
    82. An architecture for content-based diagnostic image retrieval in a radiology PACS environment (2/2)
    83. Quantifying the regeneration of bone tissue in biomedical images via Legendre moments (1/2)
    84. Quantifying the regeneration of bone tissue in biomedical images via Legendre moments (2/2)
    85. CAS tool for DICOM segmentation and analysis (1/2)
    86. CAS tool for DICOM segmentation and analysis (2/2)
    87. Pattern recognition framework based on the best rank-(R1, R2, …, RK) tensor approximation (1/2)
    88. Pattern recognition framework based on the best rank-(R1, R2, …, RK) tensor approximation (2/2)
    89. Classification performance of data mining algorithms applied to breast cancer data (1/2)
    90. Classification performance of data mining algorithms applied to breast cancer data (2/2)
    91. Evaluation of the robustness of a CAD method aimed at detecting circumscribed nodules in mammographic images (1/2)
    92. Evaluation of the robustness of a CAD method aimed at detecting circumscribed nodules in mammographic images (2/2)
    93. Analysis of pancreas histological images for glucose intolerance identification using ImageJ—preliminary results
    94. Classification of microcalcifications on digital mammograms based of FPGA
    95. Fixation procedure for bone reconstruction in maxillo-faxial surgery (1/2)
    96. Fixation procedure for bone reconstruction in maxillo-faxial surgery (2/2)
    97. Navigated surgical tools calibration issue in computer aided tumor resection procedures (1/2)
    98. Navigated surgical tools calibration issue in computer aided tumor resection procedures (2/2)
    99. Morphometric analysis of the skull shape in children with hydrocephalus
    100. Computer-aided correction of pectus carinatum
    101. Preoperative planning the lumbar spine stabilization with posterior intervertebral systems
    102. Engineering support for the spine with spondylolisthesis treatment (1/2)
    103. Engineering support for the spine with spondylolisthesis treatment (2/2)
    104. Influence of microtomography spatial resolution in mesiovestibular root analysis
    105. Scanning electron microscope analysis of occlusal rest seats in premolars
    106. 3D finite element analysis of an all-zirconia dental implant rehabilitation
    107. Bioturbation structures of polychaetes in muddy sediments
    108. Visualization of red blood cells flowing through a PDMS microchannel with a microstenosis: An image analysis assessment (1/2)
    109. Visualization of red blood cells flowing through a PDMS microchannel with a microstenosis: An image analysis assessment (2/2)
    110. Red blood cell motion in experimental micro-circulation and simulations
    111. Structural determinants of mechanical behavior of whole human L3 vertebrae—an ex vivo μCT study (1/2)
    112. Structural determinants of mechanical behavior of whole human L3 vertebrae—an ex vivo μCT study (2/2)
    113. Mechanical characterization of trabecular bone applied to MRI examinations: In vivo results from 100 patients
    114. An investigation of the mechanical competence parameter to grade the trabecular bone fragility (1/2)
    115. An investigation of the mechanical competence parameter to grade the trabecular bone fragility (2/2)
    116. Correlations between fabric tensors computed on cone beam and micro computed tomography images (1/2)
    117. Correlations between fabric tensors computed on cone beam and micro computed tomography images (2/2)
    118. Influence of beam hardening artifact in bone interface contact evaluation by 3D X-ray microtomography
    119. Exploring 3D structure analysis for a simulated remodeling process (1/2)
    120. Exploring 3D structure analysis for a simulated remodeling process (2/2)
    121. Automatic thresholding method for 3D X-ray microtomography analysis (1/2)
    122. Automatic thresholding method for 3D X-ray microtomography analysis (2/2)
    123. Influence of mesh size and element type on apparent yield properties of microCT based finite element models of human trabecular bone
    124. Challenges for bone mineral density calibration on micro-CT (1/2)
    125. Challenges for bone mineral density calibration on micro-CT (2/2)
    126. Trabecular bone: From 2D texture analysis to 3D microarchitecture organization (1/2)
    127. Trabecular bone: From 2D texture analysis to 3D microarchitecture organization (2/2)

Product information

  • Title: Computational Vision and Medical Image Processing IV
  • Author(s): Joao RS Tavares, Jorge R.M. Natal
  • Release date: October 2013
  • Publisher(s): CRC Press
  • ISBN: 9781315812922