LEADER 04919nam 22006855 450 001 9910485589803321 005 20251113211244.0 010 $a981-336-862-4 024 7 $a10.1007/978-981-33-6862-0 035 $a(CKB)5590000000487512 035 $a(MiAaPQ)EBC6642441 035 $a(Au-PeEL)EBL6642441 035 $a(OCoLC)1257078920 035 $a(PPN)258062290 035 $a(DE-He213)978-981-33-6862-0 035 $a(EXLCZ)995590000000487512 100 $a20210614d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Vision and Bio-Inspired Computing $eICCVBIC 2020 /$fedited by S. Smys, Joćo Manuel R. S. Tavares, Robert Bestak, Fuqian Shi 205 $a1st ed. 2021. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2021. 215 $a1 online resource (857 pages) 225 1 $aAdvances in Intelligent Systems and Computing,$x2194-5365 ;$v1318 311 08$a981-336-861-6 327 $aChapter 1. Smart Surveillance Syst+D2:F64em by Face Recognition and Tracking using Machine Learning Techniques -- Chapter 2. Object-based Neural Model in Multicore Environments with Improved Biological Plausibility -- Chapter 3. Advancement in Classification of X Ray Images Using Radial basis Function with Support of Canny Edge Detection Model -- Chapter 4. Brain Tumour Three Class Classification on MRI Scans using Transfer Learning and Data Augmentation -- Chapter 5. Assessing the Statistical Significance of Pairwise Gapped Global Sequence Alignment of DNA Nucleotides using Monte-Carlo Techniques -- Chapter 6. Principal Intregant Analysis Based Liver Disease Prediction using Machine Learning -- Chapter 7. Classification of Indian Classical Dance 3D Point Cloud Data using Geometric Deep Learning -- Chapter 8. Fire Detection by Parallel Classification of Fire and Smoke using Convolutional Neural Network -- Chapter 9. Iris Image Denoising in Spatial Domain: An Implementation based on Modified Median Filtering Approach -- Chapter 10. A Split Key Unique Sudoku Steganography (SKUSS) Based Reversible High Embedded Data Hiding Technique -- Chapter 11. Identification of Insomnia based on Discrete Wavelet Transform using Time domain and Non-Linear features -- Chapter 12. Transfer Learning Techniques for Skin Cancer Classification -- Chapter 13. Particle Swarm Optimization Based on Random Walk -- Chapter 14. Signal processing Algorithms based on Evolutionary Optimization Techniques in the BCI: A Review -- Chapter 15. Cancelation of 50Hz and 60Hz Power-line Interference from Electrocardiogram using Square-root Cubature Kalman Filter. 330 $aThis book includes selected papers from the 4th International Conference on Computational Vision and Bio Inspired Computing (ICCVBIC 2020), held in Coimbatore, India, from November 19 to 20, 2020. This proceedings book presents state-of-the-art research innovations in computational vision and bio-inspired techniques. The book reveals the theoretical and practical aspects of bio-inspired computing techniques, like machine learning, sensor-based models, evolutionary optimization and big data modeling and management that make use of effectual computing processes in the bio-inspired systems. As such it contributes to the novel research that focuses on developing bio-inspired computing solutions for various domains, such as human?computer interaction, image processing, sensor-based single processing, recommender systems and facial recognition, which play an indispensable part in smart agriculture, smart city, biomedical and business intelligence applications. 410 0$aAdvances in Intelligent Systems and Computing,$x2194-5365 ;$v1318 606 $aComputational intelligence 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aMolecular probes 606 $aBioinformatics 606 $aComputational Intelligence 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aBiological Sensors and Probes 606 $aComputational and Systems Biology 606 $aBioinformatics 615 0$aComputational intelligence. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aMolecular probes. 615 0$aBioinformatics. 615 14$aComputational Intelligence. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aBiological Sensors and Probes. 615 24$aComputational and Systems Biology. 615 24$aBioinformatics. 676 $a006.3 702 $aSmys$b S. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910485589803321 996 $aComputational Vision and Bio-Inspired Computing$91912501 997 $aUNINA