Computer Vision and Image Processing
Springer Verlag, Singapore
978-981-16-1091-2 (ISBN)
The 134 papers papers were carefully reviewed and selected from 352 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more.
A Comparative analysis on AI techniques for Grape leaf disease recognition.- Sign language recognition using cluster and chunk-based feature extraction and symbolic representation.- Action Recognition in Haze Using an Efficient Fusion of Spatial and Temporal Features.- Human Action Recognition from 3D Landmark Points of the Performer.- A Combined Wavelet and Variational Mode Decomposition Approach for Denoising Texture Images.- Two-Image Approach to Reflection Removal with Deep Learning.- Visual Question Answering using Deep Learning: A Survey and Performance Analysis.- Image Aesthetic Assessment: A Deep Learning Approach using Class Activation Map.- RingFIR: A large volume earring dataset for fashion image retrieval.- Feature Selection and Feature Manifold for Age Estimation.- Degraded Document Image Binarization using Active Contour Model.- Accelerated Stereo Vision Using Nvidia Jetson and Intel AVX.- A Novel Machine Annotated Balanced Bangla OCR Corpus attention in U-Net.- Generative Adversarial Network for Heritage Image Super Resolution.- Deep Learning Based Image Enhancement and Black Box Filter Parameter Estimation.- Sign Gesture Recognition from Raw Skeleton Information in 3D Using Deep Learning.- Dual Gradient Feature Pair Based Face Recognition for Aging and Pose Changes.- Dynamic User Interface Composition.- Lightweight Photo-realistic Style Transfer for Mobile devices.- Deep learning based lens for mitigating hospital acquired infections.- Cricket Stroke Recognition using Hard and Soft Assignment based Bag of Visual Words.- Multi-lingual Indian Text Detector for Mobile Devices.- Facial Occlusion Detection and Reconstruction using GAN.- Ayurvedic Medicinal Plants Identification: A comparative study on feature extraction methods Images.- Domain Knowledge Embedding based Multimodal Intent Analysis in Artificial Intelligence Camera.- Age and Gender Prediction using Deep CNNs and Transfer Learning.- Text Line Segmentation: A FCN based approach.- Precise Recognition of Vision based Multi-Hand Signs using Deep Single Stage Convolutional Neural Network.- Human Gait Abnormality Detection using Low Cost Sensor Technology.- Bengali Place Name Recognition - Comparative Analysis using Different CNN Architectures.- Verification using Single Sample in Adolescence.- Evaluation of Deep Learning Networks for Keratoconus Detection using Corneal Topographic Images.- Deep Facial Emotion Recognition System under Facial Mask Occlusion.- Domain Adaptation based Technique for Image Emotion Recognition using Image Captions.- Gesture recognition in sign language videos by tracking the position and medial representation of the hand shapes.- DeepDoT: Deep framework for detection of tables in document images.- Correcting Low Illumination Images using PSO-based Gamma Correction and Image.- Classifying Method.- An efficient approach for Skin Lesion Segmentation using Dermoscopic Images: A Deep Learning Approach.- DeblurRL: Image Deblurring with Deep Reinforcement Learning.- FGrade: A large volume dataset for grading tomato freshness quality.- Enhancement of Region of Interest from a Single Backlit Image with Multiple Features.- Real-time Sign Language Interpreter on Embedded Platform.- Complex Gradient Function based Descriptor for Iris Biometrics and Action Recognition.- On-Device Language Identification of Text in Images using Diacritic Characters.- A Pre-Processing Assisted Neural Network for Dynamic Bad Pixel Detection in Bayer Images.- Face Recognition Using Sf3CNN With Higher Feature Discrimination.- Recognition of Online Handwritten Bangla and Devanagari Basic Characters: A Transfer Learning Approach.- Image Solution of Stochastic Differential Equation of Diffusion Type Driven by Brownian Motion.
Erscheinungsdatum | 06.04.2021 |
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Reihe/Serie | Communications in Computer and Information Science ; 1377 |
Zusatzinfo | 247 Illustrations, color; 37 Illustrations, black and white; XIV, 559 p. 284 illus., 247 illus. in color. |
Verlagsort | Singapore |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Mathematik / Informatik ► Informatik ► Netzwerke | |
Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
Schlagworte | Applications • Computer Science • conference proceedings • Informatics • Research |
ISBN-10 | 981-16-1091-6 / 9811610916 |
ISBN-13 | 978-981-16-1091-2 / 9789811610912 |
Zustand | Neuware |
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