This book constitutes the refereed proceedings of the 14th Industrial Conference on Advances in Data Mining, ICDM 2014, held in St. Petersburg, Russia, in July 2014. The 16 revised full papers presented were carefully...
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ISBN:
(数字)9783319089768
ISBN:
(纸本)9783319089751
This book constitutes the refereed proceedings of the 14th Industrial Conference on Advances in Data Mining, ICDM 2014, held in St. Petersburg, Russia, in July 2014. The 16 revised full papers presented were carefully reviewed and selected from various submissions. The topics range from theoretical aspects of data mining to applications of data mining, such as in multimedia data, in marketing, in medicine and agriculture and in process control, industry and society.
Weareverypleasedtopresenttheproceedingsofthe4thInternationalCognitive vision Workshop,held as part of the 6th InternationalConference on computervision Systems on Santorini,Greeceduring May12–15,*** aim of ICVW 2008...
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ISBN:
(数字)9783540927815
ISBN:
(纸本)9783540927808
Weareverypleasedtopresenttheproceedingsofthe4thInternationalCognitive vision Workshop,held as part of the 6th InternationalConference on computervision Systems on Santorini,Greeceduring May12–15,*** aim of ICVW 2008 was to document the progress of the relatively young ?eld of cognitive computervision, bringing together researchers working and interested in this ?eld and giving them a platform to discuss the results of the di?erent European cognitive vision projects as well as international projects in this area. Original research papers were solicited in all aspects of cognitive vision, targeting the following areas in particular: – Memory: The coupling between visual perception, tasks, knowledge and the ***- grating memory into vision systems include: how to manage representations with limited resources;modelfor attention;integrationofinformationacross representations and time. – Learning and Adaptation: A system whose goal is that of interacting with the real world must be capable of learning from experience and adapting to unexpected changes. Also, there is a need for integration of multiple - sual features to enable generation of stable hypotheses, and for methods for combination of cues in the presence of uncertainty. – Categorization: Research has in particular focused on recall of speci?c - ject instances, events and actions. Whereas recently some progress has been achieved in systems that allow limited recognition of object classes, events and scenes across visual appearance, new methods are needed to enable abstractions and e?ective categorization across variations in color, surface markings, geometry, temporal scenes, context and tasks.
The pervasive creation and consumption of content, especially visual content, is ingrained into our modern world. We’re constantly consuming visual media content, in printed form and in digital form, in work and in l...
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ISBN:
(数字)9783642151811
ISBN:
(纸本)9783642151804;9783642264634
The pervasive creation and consumption of content, especially visual content, is ingrained into our modern world. We’re constantly consuming visual media content, in printed form and in digital form, in work and in leisure pursuits. Like our cave– man forefathers, we use pictures to record things which are of importance to us as memory cues for the future, but nowadays we also use pictures and images to document processes; we use them in engineering, in art, in science, in medicine, in entertainment and we also use images in advertising. Moreover, when images are in digital format, either scanned from an analogue format or more often than not born digital, we can use the power of our computing and networking to exploit images to great effect. Most of the technical problems associated with creating, compressing, storing, transmitting, rendering and protecting image data are already solved. We use - cepted standards and have tremendous infrastructure and the only outstanding ch- lenges, apart from managing the scale issues associated with growth, are to do with locating images. That involves analysing them to determine their content, clas- fying them into related groupings, and searching for images. To overcome these challenges we currently rely on image metadata, the description of the images, - ther captured automatically at creation time or manually added afterwards.
The advances of live cell video imaging and high-throughput technologies for functional and chemical genomics provide unprecedented opportunities to understand how biological processes work in subcellular;and mul...
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ISBN:
(数字)9783319237244
ISBN:
(纸本)9783319237237;9783319795263
The advances of live cell video imaging and high-throughput technologies for functional and chemical genomics provide unprecedented opportunities to understand how biological processes work in subcellular;and multicellular systems. The interdisciplinary research field of Video Bioinformatics is defined by Bir;Bhanu as the automated processing, analysis, understanding, data mining, visualization, query-based;retrieval/storage of biological spatiotemporal events/data and knowledge extracted from dynamic images;and microscopic videos. Video bioinformatics attempts to provide a deeper understanding of continuous;and dynamic life processes.;Genome sequences alone lack spatial and temporal information, and video imaging of specific molecules;and their spatiotemporal interactions, using a range of imaging methods, are essential to understand;how genomes create cells, how cells constitute organisms, and how errant cells cause disease. The book;examines interdisciplinary research issues and challenges with examples that deal with organismal dynamics,;intercellular and tissue dynamics, intracellular dynamics, protein movement, cell signaling and software;and databases for video bioinformatics.;Topics and Features;• Covers a set of biological problems, their significance, live-imaging experiments, theory and;computational methods, quantifiable experimental results and discussion of results.;• Provides automated methods for analyzing mild traumatic brain injury over time, identifying injury;dynamics after neonatal hypoxia-ischemia and visualizing cortical tissue changes during seizure;activity as examples of organismal dynamics;• Describes techniques for quantifying the dynamics of human embryonic stem cells with examples;of cell detection/segmentation, spreading and other dynamic behaviors which are important for;characterizing stem cell health;• Examines and quantifies dynamic processes in plant and fungal systems such as cell trafficking,;growth of pollen tubes in model syst
This book constitutes the refereed proceedings of the 16th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2021, held in Bilbao, Spain, in September 2021.
ISBN:
(数字)9783030862718
ISBN:
(纸本)9783030862701
This book constitutes the refereed proceedings of the 16th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2021, held in Bilbao, Spain, in September 2021.
This comprehensive and authoritative text/reference presents a unique, multidisciplinary perspective on;. Rather than focusing purely on the state of the art, the book provides viewpoints from world-class researchers ...
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ISBN:
(数字)9781447151951
ISBN:
(纸本)9781447151944;9781447161684
This comprehensive and authoritative text/reference presents a unique, multidisciplinary perspective on;. Rather than focusing purely on the state of the art, the book provides viewpoints from world-class researchers reflecting broadly on the issues that have shaped the field. Drawing upon many years of experience, each contributor discusses the trends followed and the progress made, in addition to identifying the major challenges that still lie ahead. Topics and features: examines each topic from a range of viewpoints, rather than promoting a specific paradigm; discusses topics on contours, shape hierarchies, shape grammars, shape priors, and 3D shape inference; reviews issues relating to surfaces, invariants, parts, multiple views, learning, simplicity, shape constancy and shape illusions; addresses concepts from the historically separate disciplines of computervision and human vision using the same “language” and methods.
This book contains eleven original and survey scientific research articles arose from presentations given by invited speakers at International Workshop on imageprocessing and Inverse Problems, held in Beijing Compu...
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ISBN:
(数字)9789811627019
ISBN:
(纸本)9789811627002;9789811627033
This book contains eleven original and survey scientific research articles arose from presentations given by invited speakers at International Workshop on imageprocessing and Inverse Problems, held in Beijing Computational Science Research Center, Beijing, China, April 21–24, 2018. The book was dedicated to Professor Raymond Chan on the occasion of his 60th birthday.;The contents of the book cover topics including image reconstruction, image segmentation, image registration, inverse problems and so on. Deep learning, PDE, statistical theory based research methods and techniques were discussed. The state-of-the-art developments on mathematical analysis, advanced modeling, efficient algorithm and applications were presented. The collected papers in this book also give new research trends in deep learning and optimization for imaging science. It should be a good reference for researchers working on related problems, as well as for researchers working on computervision and visualization, inverse problems, imageprocessing and medical imaging.
The 4 full papers presented at ML-CDS 2020 and the 9 full papers presented at CLIP 2020 were carefully reviewed and selected from numerous submissions to ML-CDS and 10 submissions to CLIP. The ML-CDS papers discuss ma...
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ISBN:
(数字)9783030609467
ISBN:
(纸本)9783030609450
The 4 full papers presented at ML-CDS 2020 and the 9 full papers presented at CLIP 2020 were carefully reviewed and selected from numerous submissions to ML-CDS and 10 submissions to CLIP. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning. The CLIP workshops provides a forum for work centered on specific clinical applications, including techniques and procedures based on comprehensive clinical image and other data.
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