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Computer Vision and Image Processing : 8th International Conference, CVIP 2023, Jammu, India, November 3–5, 2023, Revised Selected Papers, Part II / / edited by Harkeerat Kaur, Vinit Jakhetiya, Puneet Goyal, Pritee Khanna, Balasubramanian Raman, Sanjeev Kumar
| Computer Vision and Image Processing : 8th International Conference, CVIP 2023, Jammu, India, November 3–5, 2023, Revised Selected Papers, Part II / / edited by Harkeerat Kaur, Vinit Jakhetiya, Puneet Goyal, Pritee Khanna, Balasubramanian Raman, Sanjeev Kumar |
| Autore | Kaur Harkeerat |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (638 pages) |
| Disciplina | 006 |
| Altri autori (Persone) |
JakhetiyaVinit
GoyalPuneet KhannaPritee RamanBalasubramanian KumarSanjeev |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Image processing - Digital techniques
Computer vision Artificial intelligence Computer networks Education - Data processing Social sciences - Data processing Computer Imaging, Vision, Pattern Recognition and Graphics Artificial Intelligence Computer Communication Networks Computers and Education Computer Application in Social and Behavioral Sciences |
| ISBN |
9783031581748
3031581741 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Robustness of ConvNet to high-frequency image corruptions. -- Automated Detection of Cracks in Asphalt pavement images using texture descriptors and Machine Learning classifier. -- Automated BBPS scoring in Colonoscopy: A Comparative Analysis of Pre-trained Deep Learning Architectures. -- Image Dehazing based on Online Distillation. -- On the Application of Log Compression and Enhanced Denoising in Contrast Enhancement of Digital Radiography Images. -- A Lightweight UNet with Inverted Residual Blocks for Diabetic Retinopathy Lesion Segmentation. -- A Belief Theory Based Instance Selection Scheme for label noise and outlier detection from breast cancer data. -- GAN-Based Super-Resolution for Disease Detection in Aerial Images: A Case Study of Potato Crop. -- Biogeography Based Band Selection for Hyperspectral Image Classification. -- Uncovering the Extent of Flood Damage using Sentinel-1 SAR Imagery: A Case Study of the July 2020 Flood in Assam. -- Robust Unsupervised Geo-Spatial Change Detection Algorithm for SAR Images. -- Automatic diagnosis of age-related macular degeneration via federated learning. -- FResFormer: Leukemia Detection Using Fusion-enabled CNN and Attention. -- S-Net: A Lightweight Real-time Semantic Segmentation Network for Autonomous Driving. -- Segmentation and Labeling of Vertebra using SegFormer Architecture. -- CNN based Tropical Cyclone Intensity Estimation using Satellite Images around Indian Subcontinent. -- MuSTAT: Face Ageing using Multi-Scale Target Age Style Transfer. -- Efficient Contextual Feature Network for Super Resolution. -- T-Fusion Net: A Novel Deep Neural Network Augmented with Multiple Localizations based Spatial Attention Mechanisms for Covid-19 Detection. -- DCT-SwinGAN: Leveraging DCT and Swin Transformer for Face Synthesis from Sketch and Thermal Domains. -- Optimum Selection of Image object attributes for Object-Based Image Analysis and High Classification Accuracy. -- xDFPAD: Explainable Tabular Deep Learning for Fingerprint Presentation Attack Detection. -- Gaze Classification on Redacted Videos. -- Drug Recommendation System for Cancer Patients Using XAI: A Traceability Perspective. -- LiteFace: A Light-weight Multi-person Face Detection Model. -- Synthesis of Glioblastoma Segmentation Data Using Generative Adversarial Network. -- A Machine Learning Approach for Risk Prediction of Cardiovascular Disease. -- Automatic Segmentation of Hard Exudates using LAB color space Contours Edge detection and Morphological Operation. -- A Novel Facial Expression Recognition (FER) Model Using Multi-Scale Attention Network. -- Imitation learning of long-horizon manipulation tasks through temporal sub-action sequencing. -- Adversarial Learning based Semi-Supervised Semantic Segmentation of Low Resolution Gram Stained Microscopic Images. -- NOVEL DATASET CREATION OF VARIETIES OF BANANA AND RIPENING STAGES FOR MACHINE LEARNING APPLICATIONS. -- DeYOLO : A CNN Based Novel Approach for Classification and Localization of Pneumonia in Chest Radiographs -- -- Fingerprint Anti-spoofing Analysis: from Minutiae to Transformers. -- Artificial Eye: Online video browsing guide for visually impaired. -- MediaPipe with LSTM Architecture for Real-Time Hand Gesture Recognization. -- Channel Attention Network for Wireless Capsule Endoscopy Image Super-Resolution. -- COMPUSR: Computationally Efficient Unsupervised Super-Resolution Approach for Wireless Capsule Endoscopy. -- A Novel Real-time Helmet Wearing Detection Technique of motorcyclists Using Fine-tuned YOLOv8 Model for Indian Urban Road Traffic. -- Automatic Signboard Recognition in Low Quality Night Images. -- An Effective CNN-based Approach for Synthetic Face Image Detection in Pre-Social and Post-Social Media Context. -- Anomaly Detection across Multiple Farms through Remote Sensing. -- Free-Throw Prediction in BasketballSport using Object Detection and Computer Vision. -- Hierarchical CNN and Ensemble Learning for Efficient Eye-Gaze Detection. -- Learnable GAN Regularization for Improving Training Stability in Limited Data Paradigm. -- Real Time Video Stitching Using Fixed Camera Configurations. -- Joint-YODNet: A Light-weight Object Detector for UAVs to Achieve Above 100fps. -- Automated Deep Learning Technique for Accurate Detection of Regional Wall Motion Abnormality in Echocardiographic Videos. -- Enhancing Computer Vision Performance: A Hybrid Deep Learning Approach with CNNs and Vision Transformers. -- CED-Net: A Generalized Deep Wide Model for Covid Detection. |
| Record Nr. | UNINA-9910869182103321 |
Kaur Harkeerat
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computer Vision and Image Processing : 8th International Conference, CVIP 2023, Jammu, India, November 3–5, 2023, Revised Selected Papers, Part I / / edited by Harkeerat Kaur, Vinit Jakhetiya, Puneet Goyal, Pritee Khanna, Balasubramanian Raman, Sanjeev Kumar
| Computer Vision and Image Processing : 8th International Conference, CVIP 2023, Jammu, India, November 3–5, 2023, Revised Selected Papers, Part I / / edited by Harkeerat Kaur, Vinit Jakhetiya, Puneet Goyal, Pritee Khanna, Balasubramanian Raman, Sanjeev Kumar |
| Autore | Kaur Harkeerat |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (635 pages) |
| Disciplina | 006 |
| Altri autori (Persone) |
JakhetiyaVinit
GoyalPuneet KhannaPritee RamanBalasubramanian KumarSanjeev |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Image processing - Digital techniques
Computer vision Computer Imaging, Vision, Pattern Recognition and Graphics |
| ISBN |
9783031581816
3031581814 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- WSD: Wild Selfie Dataset for Face Recognition in Selfie Images. -- PoseWatch: Advancing Real Time Human Pose Tracking and Juxtaposition with Deep Learning. -- Diabetic Retinopathy Detection using Novel Loss Function in Deep Learning. -- A Novel Dual Watermarking for ECG Signals with Improved Payload. -- Near-Infrared Image Colorization using Unsupervised Contrastive Learning. -- CoreDeep: Improving Crack Detection Algorithms Using Width Stochasticity. -- A Blockchain and Steganography Based Approach for Storing and Accessing Medical Images. -- Enhanced on-Device Video Summarization using Audio and Visual Features. -- Fractal-Based Approach to Secure Key Generation from Fingerprint and Iris Biometrics. -- Cross View and Cross Walking Gait Recognition Using a Convolutional Neural Network. -- Is Grad-CAM Explainable in Medical Images?. -- Histogram Matching based Data-Augmentation and Its Impact on CNN model for Covid-19 and Pneumonia Detection from Radiology Images. -- DHFormer: A Vision Transformer-Based Attention Module for Image Dehazing. -- Swift Convergence: Federated Learning Enhanced with GMMs for Image Classification. -- Enhancing Video Surveillance with Deep Learning-Based Real-Time Handgun Detection and Tracking. -- YOLORe-IDNet: An Efficient Multi-Camera System for Person-Tracking. -- Robust and Secure dual watermarking for improved protection and preservation of sensitive health-care data. -- A Simplified 3D Ultrasound Freehand Imaging Framework Using 1D Linear Probe and Low-Cost Mechanical Track. -- ExtSwap: Leveraging Extended Latent Mapper for Generating High Quality Face Swapping. -- Dish Detection in Indian Food Platters: A Computational Framework for Diet Management. -- A Deep Learning Approach to Enhance Semantic Segmentation of Bacteria and Pus Cells from Microscopic Urine Smear Images using Synthetic Data. -- Bit Plane Segmentation and LBP-based Coverless Video Steganography for Secure Data Transmission. -- A Deep Face Antispoofing System With Hardware Implementation for Real-time Applications. -- Experimental Evaluation of Needle Tip Prediction using Kalman Filtering Approach. -- Coping with Increased Levels of Label Noise in Facial Expression Recognition. -- Efficient Seizure Prediction from Images of EEG Signals using Convolutional Neural Network. -- Adjust Your Focus: Defocus Deblurring From Dual-Pixel Images Using Explicit Multi-Scale Cross-Correlation. -- A Gradient-based Approach to Interpreting Visual Encoding Models. -- Isolated Sign Language Recognition using Deep Learning. -- Identity Preserved Expressive Talking Faces with Synchrony. -- An Integrated Approach: Combining GrabCut and Contour-Matching for Hand Gesture Segmentation in Indian Sign Language. -- Improved metric space for shape correspondence. -- Reinforcement Algorithm-guided ROI Extraction of Fingerprint Biometric Data. -- Cartilage Segmentation from MRI Images Towards Prediction of Osteoarthritis. -- Image Captioning with Visual Positional Embedding and Bi-Linear Pooling. -- Automated Cricket Commentary Generation For Videos. -- Driver Drowsiness Detection using Vision Transformer. -- ConvMTL: Multi-Task Learning via Self-Supervised Learning for Simultaneous Dense Predictions. -- Payload length and location identification using a novel CNN and re-embedding strategy in stego images created by Content adaptive steganographic algorithms. -- Feature Fusion and Multi-head Attention based Hindi Captioner. -- MCCNet: A Multi-Scale Cross Connection Network for Low-Light Image Enhancement. -- A Novel Framework for Cognitive Load Estimation from Electroencephalogram Signals Utilizing Sparse Representation of Brain Connectivity. -- Automatic Bharatanatyam Dance Video Annotation Tool Using CNN. -- Enhancing Face Emotion Recognition with FACS-Based Synthetic Dataset using Deep Learning Models. -- Fusion of LSTM and RNN for Abnormal Activity Detection From CCTV Camera Feeds. -- Interval Valued Data Representation for Gender Classification of Celebrity Cartoon faces. -- Polyphonic Sound Event Detection using Modified Recurrent Temporal Pyramid Neural Network. -- Egocentric action prediction via knowledge distillation and subject-action relevance. -- Enhancement of Screening Mammograms using Dual-Tree Complex Wavelet Transform. -- Actor-Centric Spatio-Temporal Feature Extraction for Action Recognition. |
| Record Nr. | UNINA-9910869174503321 |
|
Kaur Harkeerat
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computer Vision and Image Processing : 8th International Conference, CVIP 2023, Jammu, India, November 3–5, 2023, Revised Selected Papers, Part III / / edited by Harkeerat Kaur, Vinit Jakhetiya, Puneet Goyal, Pritee Khanna, Balasubramanian Raman, Sanjeev Kumar
| Computer Vision and Image Processing : 8th International Conference, CVIP 2023, Jammu, India, November 3–5, 2023, Revised Selected Papers, Part III / / edited by Harkeerat Kaur, Vinit Jakhetiya, Puneet Goyal, Pritee Khanna, Balasubramanian Raman, Sanjeev Kumar |
| Autore | Kaur Harkeerat |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (519 pages) |
| Disciplina | 006 |
| Altri autori (Persone) |
JakhetiyaVinit
GoyalPuneet KhannaPritee RamanBalasubramanian KumarSanjeev |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Image processing - Digital techniques
Computer vision Artificial intelligence Computer networks Education - Data processing Social sciences - Data processing Computer Imaging, Vision, Pattern Recognition and Graphics Artificial Intelligence Computer Communication Networks Computers and Education Computer Application in Social and Behavioral Sciences |
| ISBN |
9783031585357
3031585356 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Face Image Inpainting using Context Encoders and Dynamically Initialized Mask. -- A Comparative Study on Deep CNN Visual Encoders for Image Captioning. -- Robust Semi Supervised Medical Image Classification Leveraging Reliable Pseudo Labels. -- Semi-supervised Polyp Classification in Colonoscopy Images using GAN. -- Towards Efficient Semantic Segmentation Compression via Meta Pruning. -- Cross-Domain Feature Extraction using CycleGAN for Large FoV Thermal Image creation. -- Classification of Insect Pest using Transfer Learning Mechanism. -- Federated Scaling of Pre-trained Models for Deep Facial Expression Recognition. -- Damage Segmentation and Restoration of Ancient Wall Paintings for Preserving Cultural Heritage. -- Colorization of Thermal Facial Images into Visible Facial Image using RGB-GAN. -- Fusion of hand crafted features and deep features to Detect COVID 19 detection. -- An Improved AttnGAN model for Text to Image Synthesis. -- Analyzing the impact of Instagram filters on facial expression recognition algorithms. -- MAAD-GAN: Memory-Augmented Attention-based Discriminator GAN for Video Anomaly Detection. -- AG-PDCnet: An Attention Guided Parkinson's Disease Classification Network with MRI, DTI and Clinical Assessment Data. -- Effective-LDAM: An Effective Loss Function To Mitigate Data Imbalance for Robust Chest X-Ray Disease Classification, -- Performance elevation using Augmented Pivot Point Rotation for Kidney Stone Detection. -- MotionFormer: An Improved Transformer-Based Architecture for Multi-Object Tracking. -- Exploring the Feasibility of PPG for Estimation of Heart Rate Variability: A Mathematical Approach . -- Improved Multi-Modal Image Fusion with Attention and Dense Networks: Visual and Quantitative Evaluation. -- Lightweight Learning Model for Speckle Denoising in Digital Holography. -- Comparative Analysis of Stress Prediction using Unsupervised Machine Learning Algorithms. -- A Fractional Order Derivative Based Active Contour Model for Simultaneous Image Despeckling and Segmentation. -- Making Domain Specific Adversarial Attacks for Retinal Fundus Images. -- A fast and efficient algorithm for construction of discrete Voronoi diagram. -- An Explainable Deep Learning Model for Fingerprint Presentation Attack Detection. -- Multiscale Feature Fusion using Hybrid Loss for Skin Lesion Segmentation. -- High Capacity and Reversible Steganographic Technique with Authentication Capability. -- Rough Spatial Ensemble Kernelized Fuzzy C Means Clustering for Robust Brain MR Image Tissue Segmentation. -- One Shot Learning to Select Data Augmentations for Skin Lesion Classification. -- Improved Image Captioning using GAN and ViT. -- Robust CNN-based Segmentation of Infrastructure Cracks Segregating from Shadows and Lines. -- A Natural Language Processing Based Multimodal Deep Learning Approach for News Category Tagging. -- Enhanced Heart Disease Classification using Parallelization and integrated Machine-Learning Techniques. -- Free Space Detection for Autonomous Vehicles in Indian Driving Scenarios. -- EUWOD-16: An Extended Dataset for Underwater Object Detection. -- Low-Light Image Enhancement using Zero-DCE and DCP. -- A comparative study on performances of adaptive and nonadaptive sparse solvers for electric impedance tomography. -- Face Detection in Challenging Scenes with a Customized Backbone. -- A Comprehensive Study on Pre-trained Models for Skin Lesion Diagnosis in a Federated Setting. |
| Record Nr. | UNINA-9910872197003321 |
|
Kaur Harkeerat
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||