Computer Vision and Image Processing

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.