Avinash Chouhan
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View article: A Unified Deep-Domain Adaptation Framework: Advancing Feature Separability and Local Alignment
A Unified Deep-Domain Adaptation Framework: Advancing Feature Separability and Local Alignment Open
In transfer learning, domain adaptation is one of the key research areas. For domain adaptation, domain shift is a known problem when the data distribution of the source domain, from which the training data is fetched, and the target domai…
View article: Prevalence of Premenstrual Symptoms and Their Consequences on Academic Engagement in Female Students
Prevalence of Premenstrual Symptoms and Their Consequences on Academic Engagement in Female Students Open
View article: Deep Learning based enhanced aerial object detection
Deep Learning based enhanced aerial object detection Open
In congested urban environments, accurate detection and counting of humans and vehicles provide valuable insights for optimizing traffic flow, identifying congestion hotspots, and designing efficient transportation systems. By leveraging c…
View article: Towards maximizing geospatial data usage in north eastern India using open-source scalable user-centric applications
Towards maximizing geospatial data usage in north eastern India using open-source scalable user-centric applications Open
The north eastern region of India is characterized by limited physical connectivity and challenging terrain, that requires innovative approaches for effective developmental planning and monitoring using geospatial data and user-centric app…
View article: DRMNet: Difference Image Reconstruction Enhanced Multiresolution Network for Optical Change Detection
DRMNet: Difference Image Reconstruction Enhanced Multiresolution Network for Optical Change Detection Open
Change detection in satellite images is an important research area as it has a wide range of applications in natural resource monitoring, geo-hazard detections, urban planning, etc. Identifying physical changes on the ground and avoiding s…
View article: Validation of a Mobile Health Technology Platform (FeverTracker) for Malaria Surveillance in India: Development and Usability Study
Validation of a Mobile Health Technology Platform (FeverTracker) for Malaria Surveillance in India: Development and Usability Study Open
Background A surveillance system is the foundation for disease prevention and control. Malaria surveillance is crucial for tracking regional and temporal patterns in disease incidence, assisting in recorded details, timely reporting, and f…
View article: Validation of a Mobile Health Technology Platform (FeverTracker) for Malaria Surveillance in India: Development and Usability Study (Preprint)
Validation of a Mobile Health Technology Platform (FeverTracker) for Malaria Surveillance in India: Development and Usability Study (Preprint) Open
BACKGROUND A surveillance system is the foundation for disease prevention and control. Malaria surveillance is crucial for tracking regional and temporal patterns in disease incidence, assisting in recorded details, timely reporting, and …
View article: An Object Detection Approach to Automatic Crater Detection from CTX Imagery
An Object Detection Approach to Automatic Crater Detection from CTX Imagery Open
Impact crater identification and localization are vital to age estimation studies of all planetary surfaces. This study illustrates the utility of object detection based approach for impact crater identification. We demonstrate this …
View article: Towards Generation of Effective 3D Surface Models from UAV Imagery Using Open Source Tools
Towards Generation of Effective 3D Surface Models from UAV Imagery Using Open Source Tools Open
There has been increasing popularity in large scale mapping for deriving 3D surface and elevation models of earth and building structures.The techniques of computer vision comprising feature detections and matching and photogrammetry play …