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Ukuhlukaniswa Kwefu Lamaphuzu le-LiDAR Kuchazwe Kalula

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25 Jan 2026 Trishunya Team
Ukuhlukaniswa Kwefu Lamaphuzu le-LiDAR Kuchazwe Kalula
I-Drone LiDAR · Ukucubungula Ifu Lamaphuzu

Ukuhlukaniswa Kwefu Lamaphuzu le-LiDAR Kuchazwe Kalula

📅 25 Jan 2026 ⏱️ Ukufunda kwemizuzu engu-3 🏷️ Point Cloud TI Trishunya India

Ifu lamaphuzu le-LiDAR elingahlungiwe (raw) liqukethe izigidi zamaphuzu endaweni ye-3D, lapho iphuzu ngalinye linezixhumanisi ze-X, Y, Z kuphela ngaphandle kolwazi lokuthi limele ini. Ukuhlukanisa (Classification) kuyinqubo ebalulekile eguqula le datha engahlelekile ibe yizigaba zobunjiniyela ezinengqondo: umhlaba wangempela, izitshalo, izakhiwo, izintambo zikagesi nezinye izakhiwo.

Ngaphandle kokuhlukaniswa okufanele, ifu lamaphuzu alikwazi ukusetshenziselwa imisebenzi yobunjiniyela. Isoftware ayikwazi ukwakha imodeli yezwe yedijithali (DTM), ukubala umthamo womhlabathi noma ukudweba imigqa ye-contour kuze kube yilapho ibona ngokunembile ukuthi yimaphi amaphuzu angumhlaba wangempela.

Ukuhlukaniswa kwefu lamaphuzu le-LiDAR umhlaba izitshalo izakhiwo
Inqubo yokuhlukanisa ihlela amaphuzu e-LiDAR abe yizigaba zomhlabathi, izitshalo nezakhiwo.
Izigidi
Amaphuzu angahlungiwe ocwaningweni ngalunye
5-8
Izigaba ezijwayelekile zokuhlukanisa
Okuzenzakalelayo+Ngesandla
Ukuhambisana komsebenzi ojwayelekile

Buka Inqubo Yokuhlukanisa Ngesikhathi Sangempela

Ukulingisa Ukuskena Kokuhlukanisa

I-algorithm yokuskena ibona amaphuzu amhlophe bese iwanika imibala ngokwezigaba zomhlaba, izitshalo nezakhiwo.
Ukuhlukaniswa kwangempela kuncike ekuphakameni, inani lokubuyiselwa kwamaza namandla esiginali, hhayi indawo kuphela.

Zama Ukuhlukanisa Amaphuzu Ngokwakho

Ukuzijwayeza Ukuhlukanisa Amaphuzu

Chofoza iphuzu ngalinye elinemibala bese ulinika njengomhlabathi, izitshalo noma isakhiwo ukuze uqhathanise isinqumo sakho ne-algorithm.
Umhlaba (Ground) Izitshalo (Vegetation) Isakhiwo (Structure)
Chofoza noma yiliphi iphuzu ukuze uqale.

Lungisa Umkhawulo Wokuphakama Komhlaba

Isihlungi Somkhawulo Wokuphakama

Donsa isilayidi ukuze ushintshe umkhawulo wokuphakama futhi ubuke ukuthi ukuhlukaniswa komhlaba notshani obufushane kushintsha kanjani.
30 cm umkhawulo

Isebenza Kanjani Ngempela Inqubo Yokuhlukanisa

1

Ukulayishwa kwedatha engahlungiwe

Ifu lamaphuzu elingahlukanisiwe lifakwa nezixhumanisi ze-3D, amandla nenombolo yokubuyela.

2

I-algorithm yokuhlunga umhlaba

Ama-algorithms athuthukile afana ne-Progressive TIN densification abona indawo ephansi eqhubekayo njengomhlaba.

3

Ukubalwa kokuphakama phezu komhlaba

Ukuphakama okuqondile kwephuzu ngalinye elisele kubalwa ngokunembile uma kuqhathaniswa nomhlaba ohlonziwe.

4

Ukwabiwa kwezigaba

Amaphuzu ahlukaniswa abe ngamazinga okuphakama kwezitshalo, izakhiwo noma ezinye izigaba.

5

Ukubuyekezwa kwekhwalithi ngesandla

Usonjiniyela onekhono uhlola futhi alungise amaphuzu ahlukaniswe kabi ezinsikeni zezakhiwo nasemithambekeni.

Izinhlelo ezijwayelekile zokuhlukanisa ze-LiDAR zisebenzisa amakhodi ezinombolo ze-LAS: Isigaba 2 simele Umhlaba (Ground), Isigaba 3 kuya ku-5 simele izitshalo ezimfushane, eziphakathi nezinde, kanti Isigaba 6 simele Izakhiwo.

Ifu lamaphuzu elingahlukanisiwe liwumsindo onezixhumanisi kuphela. Ukuhlukanisa yikho okwenza libe yimephu yobunjiniyela yangempela.

Kungani Lesi Sigaba Sibalulekile Ephrojektini Yakho

Ukuhlukaniswa okunembile kunquma ngokuqondile ikhwalithi yayo yonke imiphumela, kusukela kumamephu e-contour kuya ekubalweni komthamo womhlaba. Ithimba lethu le-drone survey lihlanganisa ukucubungula okuzenzakalelayo nokubuyekezwa kochwepheshe kuyo yonke iphrojekthi ye-LiDAR scan.

Ingabe udinga idatha ye-LiDAR ehlukaniswe ngokunembile?

Sitshele ngohlobo lwephrojekthi yakho futhi sizochaza inqubo yethu yokuhlukanisa nokuqinisekisa ikhwalithi.

Imibuzo Evame Ukubuzwa

Yinqubo yokuhlunga amaphuzu e-laser e-3D abe yizigaba eziwusizo njengomhlabathi, izitshalo nezakhiwo ngokusebenzisa ukuhlaziywa kokuphakama.

Ngaphandle kokuhlukanisa, isoftware ayikwazi ukuhlukanisa umhlaba ezihlahleni noma ezakhiweni, okwenza ukwakhiwa kwe-DTM kungenzeki.

I-LAS yifomethi yefayela le-binary evamile yamazwe ngamazwe yokugcina idatha ye-point cloud ye-3D enamakhodi okuhlukanisa ku-GIS naku-CAD.

Iningi lenziwa ngama-algorithms, kodwa ukubuyekezwa ngesandla kochwepheshe kubalulekile emingceleni eyinkimbinkimbi.

Kuyindawo yezwe yedijithali eyakhiwe kuphela ngamaphuzu omhlaba, kususwe zonke izitshalo nezakhiwo.

Ubeka umngcele phakathi komhlaba notshani obufushane; ukusetha okungalungile kungahlanekezela isimo somhlaba.

Umhlaba, izitshalo ezimfushane, eziphakathi, ezinde, izakhiwo nezintambo zikagesi.

Yebo, aphazamisa imigqa ye-contour nokubalwa komthamo, yingakho ukubuyekezwa kwekhwalithi kubalulekile.

I-algorithm evamile yokuhlunga umhlaba eyakha amanethiwekhi onxantathu ukuze ibone amaphuzu aphansi njengomhlaba.

Kuncike kubukhulu bendawo kanye nokuminyana kwezitshalo, kodwa ukuhlanganiswa kwezinhlelo kuqinisekisa ukunemba okuphezulu.

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