---
# System prepended metadata

title: '12/23, 12/30'
tags: [log]

---

# 2022/12/23, 12/30
###### tags: `log`

## 決定題目
* 社群資料辨識
    * 機密資料偵測
        * 隱私的界定：Global / Personalize
        * 圖文比對
        * 個人化分析
            * 與過去資料比對
    * 圖片位置辨識
    * 陰影辨識換算
* 街景影像辨識／人文特徵分析
    * 分析人口組成，減少人口普查的人力資源消耗
        * 分析車子、交通工具
        * 房價推測
        * 預測社會經濟指標／收入等級
        * 街景環境與犯罪率／類型關係

## 論文延伸閱讀
從 Cloud and cloud shadow detection (2019) 的這篇論文的Cited開始尋找
* Remote sensing image segmentation advances: A meta-analysis (2020)
    * [Object-Based Image Analysis (OBIA)](https://gisgeography.com/obia-object-based-image-analysis-geobia/) 物件式影像分析
        *  divide remote sensing imagery into meaningful image objects 
        *  image segmentation and object classification
*  Most are remote sensing

[Authenticating Image Metadata Elements Using Geolocation Information and Sun Direction Estimation](https://ieeexplore.ieee.org/abstract/document/6298404)

A tool called [SunCalc](http://suncalc.net/) that lets users analyse the position of shadows and the sun at any given time and date, at any given location.

Searched "using sun and shadows for geolocation with artificial intelligence"

[Object Detection in 20 Years](https://arxiv.org/pdf/1905.05055.pdf%C2%A0%EF%BC%88PS)

### Street View

**[Urban neighbourhood environment assessment based on street view image processing: A review of research trends](https://www.sciencedirect.com/science/article/pii/S266701002100069X)**

[Take a Look Around: Using Street View and Satellite Images to Estimate House Prices](https://arxiv.org/pdf/1807.07155.pdf)

[Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States
](https://www.pnas.org/doi/full/10.1073/pnas.1700035114)
Searched "Artificial Intelligence street view detection for census"

[A Deep-Learning Method for the Prediction of Socio-Economic Indicators from Street-View Imagery Using a Case Study from Brazil](https://hal.archives-ouvertes.fr/hal-03663799/document)

[Modeling the Effect of Streetscape Environment on Crime Using Street View Images and Interpretable Machine-Learning Technique](https://www.mdpi.com/1660-4601/19/21/13833)


[Predicting the effect of street environment on residents’ mood states in large urban areas using machine learning and street view images](https://eprints.gla.ac.uk/260536/1/260536.pdf)

[Using deep learning to examine street view green and blue spaces and their associations with geriatric depression in Beijing, China](https://www.sciencedirect.com/science/article/pii/S016041201832539X)

[Health and the built environment in United States cities: measuring associations using Google Street View-derived indicators of the built environment](https://link.springer.com/article/10.1186/s12889-020-8300-1)

* 