E-grāmata: Computer Vision and Image Processing: 7th International Conference, CVIP 2022, Nagpur, India, November 4-6, 2022, Revised Selected Papers, Part II

An Efficient Residual Convolutional Neural Network with Attention
Mechanism for Smoke Detection in Outdoor Environment.- Expeditious Object
Pose Estimation for Autonomous Robotic Grasping.- SRTGAN: Triplet Loss based
Generative Adversarial Network for Real-World Super Resolution.- Machine
Learning Based Webcasting Analytics for Indian Elections - Reflections on
Deployment.- Real-time Plant SpeciesRecognition using Non-Averaged
DenseNet-169 Deep Learning Paradigm.- Self Similarity Matrix based CNN
Filter Pruning.- Class Agnostic, On-Device and Privacy Preserving Repetition
Counting of Actions from Videos using Similarity Bottleneck.- Class
Agnostic, On-Device and Privacy Preserving Repetition Counting of Actions
from Videos using Similarity Bottleneck.- Vehicle ReID: Learning Robust
Feature using Vision Transformer and Gradient Accumulation for Vehicle
Re-identification.- Attention Residual Capsule Network for Dermoscopy
ImageClassification.- SAMNet : Semantic Aware Multimodal Network for Emoji
Drawing Classification.- Segmentation of Smoke Plumes Using Fast Local
Laplacian Filtering.- Rain Streak Removal via Spatio-channel based Spectral
Graph CNN for Image Deraining.- Integration of GAN and Adaptive Exposure
Correction for Shadow Removal.- Non-invasive Haemoglobin Estimation using
Different Colour and Texture Features of Palm.- Detection of Coal Quarry and
Coal Dump Regions Using the Presence of Mine Water Bodies from Landsat 8
OLI/TIRS Images.- Brain tumor grade detection using Transfer learning and
Residual Multi-head Attention Network.- A curated dataset for spinach species
identification.- Mobile Captured Glass Board Image Enhancement.- Computing
Digital Signature by Transforming 2D Image to 3D:
AGeometric Perspective.- Varietal Classification of Wheat Seeds using
Hyperspectral Imaging Technique and Machine Learning Models.- CUSTOMIZED
PREVIEW VIDEO GENERATION USING VISUAL SALIENCY: A CASE STUDY WITH VISION
DOMINANT VIDEOS.- Deep Dilated Convolutional Network for Single Image
Dehazing.- T2CI-GAN: Text to Compressed Image generation using
Generative Adversarial Network.- Prediction of Fire Signatures Based on
Fractional Order Optical Flow and Convolution Neural Network.- Colonoscopy
Polyp Classification Adding Generated Narrow Band Imaging.- Multi-class
Weather Classification using Single image via feature fusion
and selection.- Scene Text Detection with Gradient Auto Encoders.- A Novel
Scheme for Adversarial Training to Improve the Robustness of DNN Against
White Box Attacks.- Solving Diagrammatic Reasoning Problems Using Deep
Learning.- Bird Species Classification from images using Deep
Learning.- Statistical Analysis of Hair Detection and Removal Techniques
using Dermoscopic Images.- TrafficSign Detection and Recognition using Dense
Connections in YOLOv4.- Novel Image and its Compressed Image Based on VVC
Standard, Pair Data Set for Deep Learning Image and Video Compression
Applications.- FAV-Net: A Simple Single-Shot Self-Attention Based
ForeArm-Vein Biometric.- Low-Textural Image Registration: Comparative
Analysis of Feature Descriptors.- Structure-Based Learning for Robust Defense
Against Adversarial Attacks in Autonomous Driving Agents.- Improvising the
CNN Feature maps through Integration of Channel Attention for Handwritten
Text Recognition.- XAIForCOVID-19: A comparative analysis of various
explainable AI techniques for COVID-19 diagnosis using chest x-ray
images.- Features Assimilation via Three-Stream Deep Networks for Spam
Attack Detection from Images.- A Transformer based UNet Architecture for fast
and Efficient Image Demoireing.- Auxiliary CNN for graspability modeling with
3D point clouds and images for robotic grasping.- Face Presentation Attack
Detection Using Remote Photoplethysmography Transformer Model.- MTFL:
Multi-task federated learning for classification of healthcare
X-ray images.- Speech-based Automatic Prediction of Interview
Traits.- Pneumonia Detection Using Deep Learning Based Feature Extraction
and Machine Learning.- Classification of Synthetic Aperture Radar Images
using a modified DenseNet model.- Combining Non-Local Sparse and Residual
Channel Attentions for Single Image Super-resolution Across Modalities.- An
End-to-End Fast No-Reference Video Quality Predictor with Spatiotemporal
Feature Fusion.- Low-Intensity Human Activity Recognition Framework using
Audio Data in an Outdoor Environment.- Detection of Narrow River Trails with
the Presence of Highways from Landsat 8 OLI Images.- Unsupervised Image to
Image translation for multiple retinal pathology synthesis in optical
coherence tomography scans.- Combining Deep-learned and Hand-crafted Features
for Segmentation, Classification and Counting of Colon Nuclei in H&E Stained
Histology Images.- MULTIPLE OBJECT TRACKING BASED ON TEMPORAL LOCAL
SLICE REPRESENTATION OF SUB-REGIONS.- An Ensemble Approach for Moving Vehicle
Detection and Tracking by using Ni Vision Module.- Leaf Spot Disease Severity
Measurement in Terminalia Arjuna using Optimized Superpixels.