Computer Vision and Image Processing -

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Résumé :
Classification of brain tumor MR images using transfer learning and machine learning model.- Deep-TDRS: An Integrated System for Handwritten Text Detection-Recognition and Conversion to Speech using Deep Learning.- Computer aided diagnosis of Autism spectrum disorder based on Thermal imaging.- Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net.- Generic Multispectral Image Demosaicking Algorithm and New Performance Evaluation Metric.- A platform for large scale auto annotation of scanned documents featuring real-time model building and model pooling.- AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images.- Application of Deep Learning techniques for Prostate Cancer Grading using Histopathological Images.- Dyadic Interaction Recognition using Dynamic Representation and Convolutional Neural Network.- Segmentation of Unstructured Scanned Devanagari Newspaper Documents.- Automatic Classification of Sedimentary Rocks towards Oil Reservoirs Detection.- Signature2Vec - An algorithm for reference frame agnostic vectorization of handwritten signatures.- Leaf Segmentation and Counting for Phenotyping of Rosette Plants Using Xception-style U-Net and Watershed Algorithm.- Fast and Secure Video Encryption using Divide-and-Conquer and Logistic Tent Innite Collapse Chaotic Map.- Visual Localization Using Capsule Networks.- Detection of cataract from fundus images using deep Transfer learning.- Brain Tumour Segmentation using Convolution Neural Network.- Signature based Authentication: A Multi-Label classication approach to detect the language and forged sample in signature.- A Data-set and a Real-time Method for Detection of Pointing Gesture from Depth Images.- VISION HELPER: CNN Based Real Time Navigator for the Visually Impaired.- Structure-Texture Decomposition-Based Enhancement Framework for Weakly Illuminated Images.- Low Cost Embedded Vision System For Location And Tracking Of A Color Object.- Towards Label-Free Few-Shot Learning: How Far Can We Go?.- AB-Net: Adult- Baby Net.- Polarimetric SAR Classication: Fast Learning with k-Maximum Likelihood Estimator.- Leveraging Discriminative Cues for Masked Face Recognition in Post COVID World.- Pretreatment Identification of Oral Leukoplakia and Oral Erythroplakia Metastasis Using Deep Learning Neural Networks.- Soft Biometric Based Person Retrieval For Burglary Investigation.- A deep learning framework for the classication of lung diseases using chest X-ray images.- Scene Graph Generation with Geometric Context.- Deep Color Spaces for Fingerphoto Presentation Attack Detection in Mobile Devices.- Cancelable Template Generation using Convolutional Autoencoder and RandNet.- Homogeneous and Non-Homogeneous Image Dehazing using Deep Neural Network.- Improved periocular recognition through blend of handcrafted and deep features.- Kernels for incoherent projection and orthogonal matching pursuit?.- AAUNet: An Attention Augmented Convolution based UNet for Change Detection in High Resolution Satellite Images.- A Large Volume Natural Tamil Character Dataset.- Datasets of Wireless Capsule Endoscopy for AI-enabled Techniques?.- Moving Objects Detection in Intricate Scenes via Spatio-temporal Co-occurrence based Background Subtraction.- Script Identication in Natural Scene TextImages by Learning Local and Global Features on Inception Net..- Survey of Leukemia Cancer Cell Detection Using Image Processing.- MS-Net: A CNN Architecture for Agriculture Pattern Segmentation in Aerial Images.- Vision Transformer for Plant Disease Detection:PlantViT.-&...

Biographie:
Deep-TDRS: An Integrated System for Handwritten Text Detection-Recognition and Conversion to ...

Sommaire:
This two-volume set (CCIS 1567-1568) constitutes the refereed proceedings of the 6h International Conference on Computer Vision and Image Processing, CVIP 2021, held in Rupnagar, India, in December 2021.