Image Analysis: 22nd Scandinavian Conference, SCIA 2023, Sirkka, Finland, April 18-21, 2023, Proceedings, Part I.

The 23rd Scandinavian Conference on Image Analysis, SCIA 2023, held in Lapland, Finland, in April 2023, has been published in a two-volume set (LNCS 13885-13886). The conference featured 67 revised papers, with topics covering datasets and evaluation, action and behavior recognition, image and video processing, detection, recognition, classification, and localization, machine learning and deep learning, segmentation, grouping, shape, vision for robotics and autonomous vehicles, biometrics, faces, body gestures, and pose, and 3D vision from multiview and other sensors.

Format: Paperback / softback
Length: 445 pages
Publication date: 27 April 2023
Publisher: Springer International Publishing AG

The 23rd Scandinavian Conference on Image Analysis (SCIA 2023) was held in Lapland, Finland, in April 2023, and this two-volume set (LNCS 13885-13886) serves as the official proceedings of the conference. The conference received a total of 108 submissions, from which 67 revised papers were carefully selected for inclusion in the proceedings. The papers are organized into topical sections covering a wide range of topics in image analysis.

The first section, "Datasets and Evaluation," explores the use of various datasets for image analysis tasks, including their characteristics, challenges, and evaluation methodologies. The second section, "Action and Behavior Recognition," focuses on the recognition and analysis of human actions and behaviors in images and videos. The third section, "Image and Video Processing, Analysis, and Understanding," covers techniques for image and video processing, analysis, and understanding, such as image restoration, segmentation, feature extraction, and object detection.

The fourth section, "Detection, Recognition, Classification, and Localization in 2D and/or 3D," addresses the challenges of detecting, recognizing, classifying, and localizing objects in 2D and 3D images and videos. The fifth section, "Machine Learning and Deep Learning," explores the use of machine learning and deep learning algorithms for image analysis tasks, including supervised and unsupervised learning, convolutional neural networks, and recurrent neural networks.

The sixth section, "Segmentation, Grouping, and Shape," explores techniques for segmenting and grouping objects in images and videos, as well as for shape analysis and recognition. The seventh section, "Vision for Robotics and Autonomous Vehicles," focuses on the use of vision for robotics and autonomous vehicles, including object detection, navigation, and perception.

The eighth section, "Biometrics, Faces, Body Gestures, and Pose," explores the use of biometric technologies, such as face recognition, fingerprint recognition, and body gesture recognition, for identity verification and authentication. The ninth section, "3D Vision from Multiview and Other Sensors," explores the use of 3D vision from multiview and other sensors, including stereo vision, time-of-flight cameras, and lidar sensors.

The tenth section, "Vision Applications and Systems," showcases real-world applications of image analysis, including medical imaging, surveillance systems, autonomous vehicles, and industrial inspection.

Overall, the 23rd Scandinavian Conference on Image Analysis (SCIA 2023) brought together experts from around the world to present and discuss the latest advancements in image analysis, covering a wide range of topics and applications. The proceedings of the conference provide valuable insights and knowledge to researchers, practitioners, and students in the field.

The 23rd Scandinavian Conference on Image Analysis (SCIA 2023) was held in Lapland, Finland, in April 2023, and this two-volume set (LNCS 13885-13886) serves as the official proceedings of the conference. The conference received a total of 108 submissions, from which 67 revised papers were carefully selected for inclusion in the proceedings. The papers are organized into topical sections covering a wide range of topics in image analysis.

The first section, "Datasets and Evaluation," explores the use of various datasets for image analysis tasks, including their characteristics, challenges, and evaluation methodologies. The second section, "Action and Behavior Recognition," focuses on the recognition and analysis of human actions and behaviors in images and videos. The third section, "Image and Video Processing, Analysis, and Understanding," covers techniques for image and video processing, analysis, and understanding, such as image restoration, segmentation, feature extraction, and object detection.

The fourth section, "Detection, Recognition, Classification, and Localization in 2D and/or 3D," addresses the challenges of detecting, recognizing, classifying, and localizing objects in 2D and 3D images and videos. The fifth section, "Machine Learning and Deep Learning," explores the use of machine learning and deep learning algorithms for image analysis tasks, including supervised and unsupervised learning, convolutional neural networks, and recurrent neural networks.

The sixth section, "Segmentation, Grouping, and Shape," explores techniques for segmenting and grouping objects in images and videos, as well as for shape analysis and recognition. The seventh section, "Vision for Robotics and Autonomous Vehicles," focuses on the use of vision for robotics and autonomous vehicles, including object detection, navigation, and perception.

The eighth section, "Biometrics, Faces, Body Gestures, and Pose," explores the use of biometric technologies, such as face recognition, fingerprint recognition, and body gesture recognition, for identity verification and authentication. The ninth section, "3D Vision from Multiview and Other Sensors," explores the use of 3D vision from multiview and other sensors, including stereo vision, time-of-flight cameras, and lidar sensors.

The tenth section, "Vision Applications and Systems," showcases real-world applications of image analysis, including medical imaging, surveillance systems, autonomous vehicles, and industrial inspection.

Overall, the 23rd Scandinavian Conference on Image Analysis (SCIA 2023) brought together experts from around the world to present and discuss the latest advancements in image analysis, covering a wide range of topics and applications. The proceedings of the conference provide valuable insights and knowledge to researchers, practitioners, and students in the field.

Weight: 706g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031314346
Edition number: 1st ed. 2023