Kediska Aragtida Novel Synthesis

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

1. Given photos of a scene, what does novel view synthesis try to produce?
   • Si loo cadaadiyo sawirada faylal yaryar
   • Si qoraallada sawirka loogu turjumo luqado kale
   • Si loo ogaado walxaha hal sawir
   • Si aad u muujiso muuqaal kaamirada laga eego oo aan markii hore la qaadin
2. Muxuu Goobta Radiance Neural (NeRF) u habeeyaa booska 3D iyo jihada daawashada?
   • Tilmaan qoraal ah
   • Midabka (Iftiinka) iyo cufnaanta mugga
   • Nambarka taxan ee kamarada
   • Digniinta maqalka oo cadaadissan
3. Sidee NeRF ugu soo bandhigtaa pixel aragti cusub?
   • Adigoo si toos ah u koobiyaya sawirka tababarka kuugu dhow
   • Marka la isku celceliyo dhammaan pixels ee ku jira kaydka xogta
   • By mugga ray socodka: muunad dhibcood weheliyaan ray iyo midaynta midabka iyo cufnaanta
   • Adigoo socodsiinaya aqoonsiga astaamaha indhaha
4. What distinguishes 3D Gaussian Splatting's scene representation from an original NeRF-style per-ray network evaluation?
   • Explicit 3D Gaussian primitives rendered through a differentiable rasterization approach
   • A representation containing no scene parameters or image observations
   • Only a table of audio phonemes
   • A method that copies a single input photo for every viewpoint
5. Maxay hababka NVS u soo saari karaan milicsiga iyo iftiiminta dhaldhalaalka ah?
   • Waxay iska indhatiraan iftiinka gebi ahaanba
   • Waxay qaabeeyaan muuqaalka ku-tiirsanaanta, markaa midabku wuxuu bedeli karaa jihada daawashada
   • Waxay kaliya ku bixiyaan miisaan cawl
   • Waxay adeegsadaan isku-duwayaasha GPS-ka
6. What representation technique is central to Instant-NGP's acceleration of neural graphics tasks?
   • Removing all input observations from training
   • Converting the scene into a spreadsheet of filenames
   • A guarantee of the same training time for every scene
   • A multiresolution hash encoding
7. What supplies the photometric training target in original NeRF scene optimization?
   • Observed pixel colors in the training images, compared with rendered colors
   • A required ground-truth 3D mesh for every scene
   • Only the scene's written caption
   • Only the final image's file size
8. Why did original NeRF use positional encoding on its coordinate inputs?
   • To identify the camera's serial number
   • To supply surveyed coordinates without measurements
   • To help the network represent high-frequency spatial and directional variation
   • To eliminate every need for a radiance-field network