This three-volume set (CCIS 1367-1368) constitutes the refereed proceedings of the 5th International Conference on Computer Vision and Image Processing, CVIP 2020, held in Prayagraj, India, in December 2020. Due to the COVID-19 pandemic the conference was partially held online.
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.
Biežāk uzdotie jautājumi par e-grāmatām