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The problem of dealing with missing or incomplete data in machine learning and computer vision arises in many applications. Recent strategies make use of generative models to impute missing or corrupted data. Advances in computer vision using deep generative models have found applications in image/video processing, such as denoising, restoration, super-resolution, or inpainting. Inpainting and Denoising Challenges comprises recent efforts dealing with image and video inpainting tasks. This includes winning solutions to the ChaLearn Looking at People inpainting and denoising challenges: human pose recovery, video de-captioning and fingerprint restoration. This volume starts with a wide review...
The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic. The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a total of 5025 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.
The four-volume set LNCS 8925, 8926, 8927, and 8928 comprises the thoroughly refereed post-workshop proceedings of the Workshops that took place in conjunction with the 13th European Conference on Computer Vision, ECCV 2014, held in Zurich, Switzerland, in September 2014. The 203 workshop papers were carefully reviewed and selected for inclusion in the proceedings. They where presented at workshops with the following themes: where computer vision meets art; computer vision in vehicle technology; spontaneous facial behavior analysis; consumer depth cameras for computer vision; "chalearn" looking at people: pose, recovery, action/interaction, gesture recognition; video event categorization, ta...
The sixteen-volume set comprising the LNCS volumes 11205-11220 constitutes the refereed proceedings of the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018.The 776 revised papers presented were carefully reviewed and selected from 2439 submissions. The papers are organized in topical sections on learning for vision; computational photography; human analysis; human sensing; stereo and reconstruction; optimization; matching and recognition; video attention; and poster sessions.
This 4-volumes set constitutes the proceedings of the ICPR 2022 Workshops of the 26th International Conference on Pattern Recognition Workshops, ICPR 2022, Montreal, QC, Canada, August 2023. The 167 full papers presented in these 4 volumes were carefully reviewed and selected from numerous submissions. ICPR workshops covered domains related to pattern recognition, artificial intelligence, computer vision, image and sound analysis. Workshops’ contributions reflected the most recent applications related to healthcare, biometrics, ethics, multimodality, cultural heritage, imagery, affective computing, etc.
The Renewable Energy-Water-Environment Nexus: Fundamentals, Technology, and Policy explores the connections between renewable energy, water, and the environment, along with their integration in the context of awareness, technologies, challenges, opportunities, and solutions. The book introduces different renewable energy technologies, including the importance of their development, use for a sustainable future, and their interrelationships. In-depth chapters then examine specific sub-relationships, focusing on renewable energy and water, renewable energy and the environment, and water and the environment. Available methods and tools for analyzing the renewable energy-water-environment nexus, ...
Higher Alcohols Production Platforms: From Strain Development to Process Design comprehensively covers the production of higher alcohols, from the fundamentals to the latest research. Bringing together experts from industry and academia, the book sheds light on the practical aspects of higher alcohol production and offers a roadmap for researchers to follow. In addition to the fundamentals of higher alcohol production, readers are presented with detailed information on up and downstream processes, including microbial processes and the various production pathways available. A discussion of metabolic pathways has a dedicated chapter, as do C2, C3-C8, and C4 sugar fermentation platforms. A life...
Lignin-driven Advanced Materials: The State-of-the-Art takes a pioneering approach to comprehensively address the multifaceted challenges in lignin-driven materials production, and covers topics including the creation of value-added products such as carbon materials, nanoparticles, energy storage materials, bioplastics, and advanced techno-economic and life cycle assessments. The book bridges the gap between theoretical knowledge and practical expertise by promoting collaboration between academia and industry, and sheding light on pragmatic aspects of lignin-based materials, incorporating the latest research and industrial advancements. The book addresses contentious questions, which serve a...
Marketing is one of the most optimistic business disciplines with the goal of serving consumers or organizations and increasing customer satisfaction and happiness. The COVID-19 pandemic has disrupted the optimism of the world, thus hindering these marketing goals. This book explore the challenges faced by marketers during and post-COVID-19 and offers strategies for marketers to invoke a sense of optimism as the world enters the “new normal”. It provides success stories and regional case studies to offer marketers new ways in which to serve consumers and satisfy their needs. It also acknowledges the role digital technology and innovation have played a crucial role during these dark times...