Tatsuyuki SekineinRemote Sensing Tech by ELSPINA VEINZ Inc.Paper reading: physics-informed machine learningMulti-scale physics can be modeled by numerical simulation solving the partial differential equations (PDEs), but there are challenges of…Jul 4Jul 4
Tatsuyuki SekineinRemote Sensing Tech by ELSPINA VEINZ Inc.Introduction to Quantum ComputingQuantum computing (QC) is an emerging paradigm over classical computing. Recently, significant progress has occurred, but there are still…Jun 20Jun 20
Tatsuyuki SekineinRemote Sensing Tech by ELSPINA VEINZ Inc.Ship detection from high-resolution optical remote sensing images using YOLOShip detection is one of the most famous applications in remote sensing. It is crucial for maritime surveillance and management. In this…May 281May 281
Tatsuyuki SekineinRemote Sensing Tech by ELSPINA VEINZ Inc.Paper Reading: DIFFUSIONSATRecently, diffusion models showed state-of-the-art results on many modalities. However, application to the remote sensing data is limited…May 1May 1
Tatsuyuki SekineinRemote Sensing Tech by ELSPINA VEINZ Inc.MIGARS2024 reportWe attended the International conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS) 2024, held by IEEE Geoscience…Apr 15Apr 15
Tatsuyuki SekineinRemote Sensing Tech by ELSPINA VEINZ Inc.Segmenting remote sensing image with text promptsSAM (Segment Anything Model) is a game changer in computer vision, enabling promptable segmentation on any images without additional…Mar 27Mar 27
Tatsuyuki SekineinRemote Sensing Tech by ELSPINA VEINZ Inc.PoC: Change detection of urban constructions from satellite imageryLocal governments need to record the new constructions in terms of urban administration and detect illegal construction. However, onsite…Feb 28Feb 28
Tatsuyuki SekineinRemote Sensing Tech by ELSPINA VEINZ Inc.PoC: Monitoring of oak wilt disease from satellite imageryRecently, a Japanese local government suffered from oak wilt disease in forest areas caused by specific pests. Although on-site surveys are…Feb 15Feb 15
Tatsuyuki SekineinRemote Sensing Tech by ELSPINA VEINZ Inc.Monitoring of damages caused by Ishikawa earthquakes using high-resolution satellite imageryOn New Year’s day 2024, the magnitude 7.6 earthquake struck the Noto Peninsula, Ishikawa Prefecture, Japan. This was the strongest…Jan 17Jan 17
Tatsuyuki SekineinRemote Sensing Tech by ELSPINA VEINZ Inc.How to annotate bounding boxes with the geospatial dataWhen you train the object detection models with your own dataset, you need to prepare annotation data of bounding boxes. Many open software…Nov 27, 2023Nov 27, 2023