Computer Vision and Image Processing

.- 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.