Benyamin Hosseiny

Ph.D. in Remote Sensing Eng.
RADAR & SAR processing
EO (ML/DL)

[Benyamin Hosseiny @__Bennnn__]

📢 Call for paper for the Special Issue in the @RemoteSens_MDPI Journal (#ImpactFactor=4.2; #CiteScore=8.3; #Q1):
Synthetic Aperture Radar (#SAR) Remote Sensing for Civil and Environmental Applications

Link to the call: https://t.co/JZK6P8OGRM

[Benyamin Hosseiny @__Bennnn__]

@fortiain I don't think it is sufficient. To reduce the variance, we can increase the polynomial order or complexity of a model, but it won't guarantee a close estimation to the true values in other places.

[Benyamin Hosseiny @__Bennnn__]

@ZanderVenter6 NASA ARSET has a short but practical course on applying machine learning for classification and change detection on GEE: https://t.co/UVFiZs7Kyh

[Benyamin Hosseiny @__Bennnn__]

⚡️Check out my latest work published in MSSP:
"Spectral estimation model for linear displacement and vibration monitoring with #GBSAR system"
In this work, we presented a workflow for detecting moving/vibrating scatterers using #SAR signals.

https://t.co/bLiBkmncrx

[Benyamin Hosseiny @__Bennnn__]

Look whose paper is Article of the week!!🤩
Many thanks to @IEEE_GRSS for promoting our work.

#AI #deeplearning #usupervised #semisupervised #weaklysupervised #selfsupervised #remotesensing #IEEE #GRSS #IEEEJSTARS

[IEEE Geoscience and Remote Sensing Society @IEEE_GRSS]

🆕 #GRSS Article of the Week
📒Journal: #IEEE JSTARS
👉 Title: Beyond Supervised Learning in Remote Sensing: A Systematic Review of Deep Learning Approaches
✍️Authors: @__Bennnn__, M. Mahdianpari, @Hemati_, A. Radman, F. Mohammadimanesh and J. Chanussot
����https://t.co/6kcFTDReuW

[IEEE Geoscience and Remote Sensing Society @IEEE_GRSS]

🆕 #GRSS Article of the Week
📒Journal: #IEEE JSTARS
👉 Title: Beyond Supervised Learning in Remote Sensing: A Systematic Review of Deep Learning Approaches
✍️Authors: @__Bennnn__, M. Mahdianpari, @Hemati_, A. Radman, F. Mohammadimanesh and J. Chanussot
🔗https://t.co/6kcFTDReuW

[Benyamin Hosseiny @__Bennnn__]

#PhD done ✅

[Benyamin Hosseiny @__Bennnn__]

Our experiments on pipeline vibrations demonstrated the capability of the proposed approach in terms of accurate and high-resolution detection of vibrating scatterers, even with amplitudes smaller than 0.1 mm. For more information👉 https://t.co/8vgb5MKxT2
[3/3]

[Benyamin Hosseiny @__Bennnn__]

⚡️Checkout my recently published paper on @RemoteSens_MDPI!
In this paper, we introduce a method for estimating micro-vibrations from GBSAR signals. [1/3]
#remotesensing #GBSAR #SAR #structuralhealthmonitoring #vibrationmonitoring

[Benyamin Hosseiny @__Bennnn__]

Our aim with this method is to utilize GBSAR's high spatial resolution to accurately locate scatterers, while also addressing the slow data acquisition rate of GBSAR through a matched filtering approach for estimating sub-second vibrations. [2/3]

[Benyamin Hosseiny @__Bennnn__]

@GfzRemote @MahdiMotagh It looks amazing! Honestly, its shape and red color reminded me of Optimus prime from the Transformers movie. But I can't relate it to SAR:) Maybe OptimuSAR?

Also curious to learn more about system specifics (frequency, bandwidth, imaging modes,...)

[Benyamin Hosseiny @__Bennnn__]

@zahra___mrz ظاهرا فرهنگ �� ارزشهای مرحوم اختلاف چندانی با ج ا نداشته.

[Benyamin Hosseiny @__Bennnn__]

@zahra___mrz چجوریه اینا از ماین کرفت سریعتر خونه میسازن؟ طرف یه کلنگ زد اندازه بار خاور خاک ریختش :))

[Benyamin Hosseiny @__Bennnn__]

@AliMoeini72 اگه برای ویرایش متن منظورته واقعیت نرم افزار دیگه ای نمیشناسم که بخوام مقایسه کنم ولی در کل بگم که ادیتش نسبتا خوبه، مخاطب و لحن نوشتار رو میتونی تعیین کنی و بررسی سرقت علمی هم داره.

[Benyamin Hosseiny @__Bennnn__]

@AliMoeini72 این گروه تلگرام برای خرید اکانت 1ساله خوب و مطمئنه: @PremiumAntBuy
اگه برا م��ت کمی میخوای من اکانتم هست، خواستی یوزر پس برات میفرستم

[Franz J Meyer @SARevangelist]

Great intro to upcoming @NASA @isro #SAR 🌎-observation mission #NISAR by @Dr_ThomasZ & @NASAJPL's Wendy Edelstein and @parosey.
More info about NISAR at: https://t.co/G0rUUePeLX
#GoldenAgeOfSAR @NASAEarthData @SERVIRGlobal @IEEE_GRSS

[Kaveh Madani @KavehMadani]

گزارش‌ یک فاجعه: میزان تغییر حجم‌ آب زیرزمینی در حوضه‌های آبریز ایران (۱۳۹۶-۱۳۸۳)

کل حجم‌ #آب_زیرزمینی از دست رفته در ایران در این ۱۴ سال، برابر با ۷۴ کیلومتر مکعب (۱/۶ً برابر حجم‌ آب دریاچه ارومیه در پر آب‌ترین حالت) بوده است!

منبع: https://t.co/zkUnIQeEvJ

#ورشکستگی_آبی