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Paper Citation Record · LEDGER

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment

As of 10 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2508.04659.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.04659 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:54:40.938880Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact2
  • verified fuzzy46
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4dd9a08e-38e6-4d8a-bb6b-3aca7ae4da2f · outbound

This paper cites PlaneFormers: From Sparse View Planes to 3D Reconstruction.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment PlaneFormers: From Sparse View Planes to 3D Reconstruction

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:46.067195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.115894Z digest=sha256:2228e7c52f6e91589b374fff56a8131cde888cf92da39d7620e62b63a2fd11c9

Observation 929d725c-5e22-4a1d-a819-7e454f3d4ad8 · outbound

This paper cites Joint 2D-3D-Semantic Data for Indoor Scene Understanding.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Joint 2D-3D-Semantic Data for Indoor Scene Understanding

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T23:54:38.126533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:54:38.126533Z digest=sha256:54b23ebbc7615ae81099945f4ebc4c7a8274162aa07b14ff9c84c5da2e298d4c

Observation fe5cfa19-a5b9-4de7-840e-4ae6fac6f03f · outbound

This paper cites The CMU Visual Localization Data Set.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment The CMU Visual Localization Data Set

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:45.845474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.187547Z digest=sha256:b66804e1e8aa1d58216414920a8f89e276047f73ef744641fdebc9a81ee6ba66

Observation a0188a0f-56da-4b79-afc5-f805dd0beef6 · outbound

This paper cites Neural Graph Map: Dense Mapping with Efficient Loop Closure Integration.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Neural Graph Map: Dense Mapping with Efficient Loop Closure Integration

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:54:41.037957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.220534Z digest=sha256:f0cbb868319e83adf5858788dc7ce2d6efc95fa8cb057f3466165e422b892778

Observation 11f3aa97-af88-4722-9469-4c58048107cc · outbound

This paper cites Floor-SP: Inverse CAD for Floorplans by Sequential Room- wise Shortest Path.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Floor-SP: Inverse CAD for Floorplans by Sequential Room- wise Shortest Path

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:45.661401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.308301Z digest=sha256:68b241536c63b8f14f40d5165802c024d8aae2d0580b064f1cfe498f98681a11

Observation 295bd4d8-2c8b-4b7d-9022-53c11b3ed13d · outbound

This paper cites Zillow Indoor Dataset: Annotated Floor Plans With 360° Panoramas and 3D Room Layouts.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Zillow Indoor Dataset: Annotated Floor Plans With 360° Panoramas and 3D Room Layouts

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:45.505767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.366293Z digest=sha256:8dc7cdc8b653775e6ed7421ff13083b957a5c8bbd555ff33d222c751f1453f25

Observation 575af3fc-b8d9-416e-b959-a59a24091762 · outbound

This paper cites ImageNet: A Large-Scale Hierarchical Image Database.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment ImageNet: A Large-Scale Hierarchical Image Database

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:45.313655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.430250Z digest=sha256:e7bc1a3bbe10c274e9f4fb012c3d4f75262e18e60b3ff3d2d6baf276f9ea9f73

Observation e54f8e16-a5ee-4435-b757-0dd7b2c43ae8 · outbound

This paper cites PanoContext-Former: Panoramic Total Scene Under- standing with a Transformer.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment PanoContext-Former: Panoramic Total Scene Under- standing with a Transformer

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:45.120952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.518944Z digest=sha256:585f9def61e0c1f150ca9eabb06218ad40763b1ab979ba7464b033d0bcdafbff

Observation d7ec92d3-73a0-4389-9069-d61cc69835b3 · outbound

This paper cites Deep Residual Learning for Image Recognition.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Deep Residual Learning for Image Recognition

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:44.941501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.608061Z digest=sha256:f974df1c8bd78355b03a90026a16b37ebc9c4dcb43d3b2d14ee32a1ccbc84c97

Observation 47927c03-d0ea-402b-8d48-73530949c4e4 · outbound

This paper cites Recovering the Spatial Layout of Cluttered Rooms.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Recovering the Spatial Layout of Cluttered Rooms

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:44.801267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.669173Z digest=sha256:ebdaa9340413bca5363a64186f20ae84984ac2588c489eead7883aff434feac5

Observation 8e61bcc1-954a-4c74-84ba-a99e16667f3e · outbound

This paper cites MVLayoutNet: 3D Layout Reconstruction with Multi-view Panoramas.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment MVLayoutNet: 3D Layout Reconstruction with Multi-view Panoramas

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:44.615102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.759065Z digest=sha256:9203e7db177093c9500009266d99cdf9010ce7126bc827e2975b41bdefb7a54f

Observation 3e9f6d5b-e7a3-4717-a8f5-760e0a2371c8 · outbound

This paper cites UniPlane: Unified Plane Detection and Reconstruction from Posed Monocular Videos.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment UniPlane: Unified Plane Detection and Reconstruction from Posed Monocular Videos

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:54:41.016012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.818540Z digest=sha256:f3343733eeb0826a86e8b1e6161c1034e903f30ee842b5ff9217bc2f4247ae57

Observation c69c6d8e-b57b-4d82-8521-c9beb50ba659 · outbound

This paper cites Planar Surface Reconstruction from Sparse Views.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Planar Surface Reconstruction from Sparse Views

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:44.292706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.873702Z digest=sha256:e7078419442b8c150d04e6991a064d18af64d8b94493bd07fe5aad2d83a081e0

Observation 4eb6df8b-957f-40e6-bee5-7dcaa22fcd4d · outbound

This paper cites Adam: A Method for Stochastic Optimization.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Adam: A Method for Stochastic Optimization

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T23:54:38.903982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:54:38.903982Z digest=sha256:115e653980477d390d13381e6266c140bae710a3ebd2fc271b287ff77a4cf381

Observation 9d1f8905-856f-4475-9d7a-2b9eb7ec2ed3 · outbound

This paper cites RoomNet: End-to-End Room Lay- out Estimation.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment RoomNet: End-to-End Room Lay- out Estimation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:44.016580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:38.962337Z digest=sha256:8fe0b9cc7670d6fd891610d88bb3064feaf9b7990513495e4e977f29f9b266c7

Observation 6bf1d28f-bc93-4ab2-b77b-176eb1c0ae47 · outbound

This paper cites Geometric Reasoning for Single Image Structure Recovery.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Geometric Reasoning for Single Image Structure Recovery

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:43.694930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.050912Z digest=sha256:b2927baabee43cbfa9dfe5032b8f5ff4d0a3fac64d41c6fe46f98709236b1b52

Observation e848e0ce-9508-406f-a2c6-254135afe6cc · outbound

This paper cites A method for the solution of certain non-linear problems in least squares.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment A method for the solution of certain non-linear problems in least squares

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:43.423954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.146099Z digest=sha256:07f8362ece08fcfa5a1608388d2cce10a1f59e4c9f4a2f73bbf612b287d4156e

Observation 3bb61977-2fba-4dad-9590-8aa17d4536e3 · outbound

This paper cites Pixel-Perfect Structure-from-Motion with Featuremetric Refinement.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Pixel-Perfect Structure-from-Motion with Featuremetric Refinement

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:43.193557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.196686Z digest=sha256:d7e94696a3f97e1451eb0489d75736b5142c00bfe524a4d5db1c55cd040c405d

Observation 1887a6c6-504d-42c4-bcca-d0399b8dde34 · outbound

This paper cites FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:42.965408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.284155Z digest=sha256:65c3381528e07319131a36d8c7ed0b5163086eb1dccdd11b14fd103f6e5ff04e

Observation 7cf643c0-f91b-4c27-86c3-318191ebddaf · outbound

This paper cites PlaneRCNN: 3D Plane Detection and Reconstruc- tion from a Single Image.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment PlaneRCNN: 3D Plane Detection and Reconstruc- tion from a Single Image

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:42.772967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.373959Z digest=sha256:56e0e74173fd180884d13f626c1897313922265fc94ff0edccec45197fd77401

Observation a126ce4e-4aef-4286-951c-975cfb5a6b72 · outbound

This paper cites On the limited memory BFGS method for large scale optimization.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment On the limited memory BFGS method for large scale optimization

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:42.588374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.497089Z digest=sha256:cde24cc1966184ec9c417bff9f6934d58c9c61e7f9c0effc03674ac6a0aff679

Observation ef21ab0a-ef55-4c90-8c8c-3061956ce3e8 · outbound

This paper cites Learning Informative Edge Maps for Indoor Scene Layout Prediction.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Learning Informative Edge Maps for Indoor Scene Layout Prediction

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:42.403854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.584246Z digest=sha256:d3844492074cb403261186b948334c151cec90115e6210ddc2b5d1d160f55436

Observation 7276f491-4588-4128-9fda-16bbfc4746a6 · outbound

This paper cites An algorithm for least-squares esti- mation of nonlinear parameters.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment An algorithm for least-squares esti- mation of nonlinear parameters

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:42.225641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.682275Z digest=sha256:26e941ad50ebfa936d6d90d3cbdd335fdbe174b4e69e1b4e61cdc6a3c44a7e8e

Observation 36975a2f-5e5a-4fb3-ba50-a69b43537ddf · outbound

This paper cites Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.951797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.772903Z digest=sha256:b6e190425853ef2fadc81fb23824c4fe14bbbe20ee12761b7f15c8bdf0dd261c

Observation 493d37ad-2ba7-4c5e-baa4-92458c1c5583 · outbound

This paper cites DeepLSD: Line Segment Detection and Refinement with Deep Image Gradients.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment DeepLSD: Line Segment Detection and Refinement with Deep Image Gradients

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.687666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.863692Z digest=sha256:67f49cf2fcd08ab51620416e1c1bca0db75ecb24f1c82830469cd3606cf82325

Observation 04eb48f4-99b6-4f64-af4b-2dd4671f50a7 · outbound

This paper cites 3d floor plan recovery from overlapping spherical images.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment 3d floor plan recovery from overlapping spherical images

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.503547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.889831Z digest=sha256:2edde733c229686e34a6bdfa8b91a962be5255b2ac5d8da906c004d5f133e733

Observation 62449063-4710-4095-953e-099fa4af2e30 · outbound

This paper cites State- of-the-art in Automatic 3D Reconstruction of Structured In- door Environments.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment State- of-the-art in Automatic 3D Reconstruction of Structured In- door Environments

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.425881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:39.963452Z digest=sha256:3d7eed98f0303e8a70d1cc5bb53f2c2b6c5453b2d6e6c2d981f368d480b01a84

Observation 41b0a433-b1fc-4ced-8171-20842f9f2bd8 · outbound

This paper cites Deep3DLayout: 3D Reconstruction of an Indoor Layout from a Spherical Panoramic Image.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Deep3DLayout: 3D Reconstruction of an Indoor Layout from a Spherical Panoramic Image

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.399079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.076107Z digest=sha256:ca93843ecb416becd1483c9fa6e28460d619e446e4bbdcb81cedd86b059cef42

Observation 55f1151d-6eb9-46d2-b42b-80e33bd49fc6 · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmenta- tion.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment U-Net: Convolutional Networks for Biomedical Image Segmenta- tion

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.378846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.136003Z digest=sha256:58f63edbc20518549bb633bdbbc7772baecf049796319d500922a384d4c3d13f

Observation f2e39ee6-3c55-4e8d-bb61-bf365f0c4eb2 · outbound

This paper cites Back to the Feature: Learning Robust Camera Localization from 9 Pixels to Pose.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Back to the Feature: Learning Robust Camera Localization from 9 Pixels to Pose

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.362238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.194550Z digest=sha256:d7159dc27ec0798b8fad6b307f5e99967d07691e8288c0d23efa3dde82a93d97

Observation a9702a29-9292-445e-992d-ae3ca5e6c636 · outbound

This paper cites Benchmarking 6DOF Outdoor Visual Localization in Changing Conditions.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Benchmarking 6DOF Outdoor Visual Localization in Changing Conditions

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.346115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.251907Z digest=sha256:c220dec69583e9dda4ff6f3af707f0396d54ee2ca05a30317e45ad78a3c0bb3c

Observation 95ef2e6f-cc29-4cc4-98a6-5924418b1466 · outbound

This paper cites Feature-metric Loss for Self-supervised Learning of Depth and Egomotion.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Feature-metric Loss for Self-supervised Learning of Depth and Egomotion

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.331900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.332270Z digest=sha256:12279d905a9c0e88de0075f9b108aa429c09303e851c2adb5db74651c2dd2d24

Observation d7e85311-7906-4f65-a1a2-c5a3b4f8490d · outbound

This paper cites SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.317271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.440332Z digest=sha256:66112f86ba80995f4b2a0f307fd992278120d7b64462dc79feec620c9cc1a718

Observation d5736cfd-c71d-42bb-8e52-a41d9be7073c · outbound

This paper cites The Replica Dataset: A Digital Replica of Indoor Spaces.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment The Replica Dataset: A Digital Replica of Indoor Spaces

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T23:54:40.476657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:54:40.476657Z digest=sha256:8184af0cc21f4eea749cb0c3c65088ca2d1bfce2cc0d8184f6f01d5c9ade6b04

Observation 15e62d41-4c2f-4056-bca9-1c22a5ffc098 · outbound

This paper cites GPR-Net: Multi-view Layout Estimation via a Geometry-aware Panorama Registration Network.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment GPR-Net: Multi-view Layout Estimation via a Geometry-aware Panorama Registration Network

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.302303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.547885Z digest=sha256:b255e1e5c66aaace260493d63aa9ba47a3b40e73d2f6513829c1481c76d0e50e

Observation 218be9f4-250e-4c65-a699-9670d840d9f0 · outbound

This paper cites HorizonNet: Learning Room Layout with 1D Repre- sentation and Pano Stretch Data Augmentation.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment HorizonNet: Learning Room Layout with 1D Repre- sentation and Pano Stretch Data Augmentation

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.287719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.622302Z digest=sha256:6ebe5a778f6e9b6579d618b68a02be5dd2e5546ca62af2775bbb5ae9c18db6f9

Observation b1b0071b-0851-403a-ba41-6764568f6b98 · outbound

This paper cites Pix3D: Dataset and Methods for Single- Image 3D Shape Modeling.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Pix3D: Dataset and Methods for Single- Image 3D Shape Modeling

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.273275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.692937Z digest=sha256:509e1792addb9b12262dabebebdea7e4aaac494049ceb2dbd7eb9417cd0a3374

Observation 3f32ef89-753f-4e9b-b772-c27eee6d95b8 · outbound

This paper cites Non-Iterative Approach for Fast and Accurate Vanishing Point Detection.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Non-Iterative Approach for Fast and Accurate Vanishing Point Detection

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.258285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.766382Z digest=sha256:e04c85bcedb4928f6368c1e94e9178fd19afaa5db8bf493e07be837a4150c3dd

Observation 8aac3062-c31d-4488-98a9-4c68c08a24c7 · outbound

This paper cites LED²-Net: Monocular 360° Layout Estima- tion via Differentiable Depth Rendering.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment LED²-Net: Monocular 360° Layout Estima- tion via Differentiable Depth Rendering

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.243739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.866309Z digest=sha256:183a66696f0aaddc5f5a0e5256e829f510d46ed8e18fd60257f9bb6c3264ef86

Observation bd4e7bd8-83cf-427c-8c17-5b19ed8c2328 · outbound

This paper cites PSM- Net: Position-aware Stereo Merging Network for Room Lay- out Estimation.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment PSM- Net: Position-aware Stereo Merging Network for Room Lay- out Estimation

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.229017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.894098Z digest=sha256:6b69148836cd28a257bb0120127f0d592a09d46f5761cba311bf3e9620792261

Observation c24f72d5-c52d-432f-81c9-3207c3e8a460 · outbound

This paper cites AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.213616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.898021Z digest=sha256:b74280807c77f7aec4c278e4844076efb4c415b54ef02cbbfd3cd9b45d6a79e1

Observation 15aadae3-a1ab-4a49-8451-f773050016de · outbound

This paper cites Reconstructing the World’s Museums.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Reconstructing the World’s Museums

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.197970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.902122Z digest=sha256:f45be4f03309f72b4e5019b7627bf61569c2f27a3ad5855bea60e5d420e9602a

Observation 0aa90196-0ae1-4891-995e-1a242d1749df · outbound

This paper cites PlanarRecon: Real-time 3D Plane Detec- tion and Reconstruction from Posed Monocular Videos.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment PlanarRecon: Real-time 3D Plane Detec- tion and Reconstruction from Posed Monocular Videos

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.184346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.906417Z digest=sha256:61c5c3d498a8e7722065fdc0b993bc30422bf89771ea3c4548f1cdf72f03e15e

Observation 545bdd58-e973-4cdf-ae0e-422f439a3ee6 · outbound

This paper cites Deep Probabilistic Feature-metric Tracking.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Deep Probabilistic Feature-metric Tracking

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.170064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.910390Z digest=sha256:384c43aee1bd8eaecc6a2e40c7c2c19783f6181442852c48b24046c7201a8452

Observation b7273cf9-a545-42c8-8c38-f259a9e0d35d · outbound

This paper cites DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.156535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.914268Z digest=sha256:58ade8efc3703ed0e3bd103a0fbb7d1cc3af09d73496220cf75e297ac24a9fdf

Observation 94f003a7-a1e2-410d-8487-cbc15421fbf1 · outbound

This paper cites ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.142008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.918163Z digest=sha256:e518a286b8c383679bd0cd5b81fdf4f5f9db299f8e802f545044de3ad96d204a

Observation 2dae2d22-766c-4f6c-80c2-d2acc741edd5 · outbound

This paper cites Single-Image Piece-wise Planar 3D Recon- struction via Associative Embedding.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Single-Image Piece-wise Planar 3D Recon- struction via Associative Embedding

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.126914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.922257Z digest=sha256:dc18411898ad092a37b37cd64105ab9ceed4e05261bc1bd35300b813a2018423

Observation cdcf3a27-1816-42a9-9d6a-e7ca5f2c231d · outbound

This paper cites Connecting the Dots: Floorplan Recon- struction Using Two-Level Queries.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Connecting the Dots: Floorplan Recon- struction Using Two-Level Queries

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.112677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.926349Z digest=sha256:55c607341714e63eddda9d46c5a1ae7a65037451445c4a2598159187c5261a9c

Observation a612c01a-c1d7-4f0d-aa6e-1e0a82253739 · outbound

This paper cites Holistic 3D Scene Under- standing from a Single Image with Implicit Representation.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Holistic 3D Scene Under- standing from a Single Image with Implicit Representation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.097978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.930379Z digest=sha256:8a41198cb5fdb5de946fd953ab8d71818a0f5e9dc7dc42463dcedc479ced66ab

Observation e2fd4f7e-0843-4013-9bb1-4f08ef6ee9f6 · outbound

This paper cites LayoutNet: Reconstructing the 3D Room Layout from a Sin- gle RGB Image.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment LayoutNet: Reconstructing the 3D Room Layout from a Sin- gle RGB Image

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.083562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.934465Z digest=sha256:0795244c389a994eb584ffbd34339d237bc028e63fa5e61f36864252b991e164

Observation 3c3b8d39-8659-4817-8786-f962ca432123 · outbound

This paper cites Manhattan Room Layout Reconstruction from a Single 360° Image: A Comparative Study of State-of-the-Art Methods.

PixCuboid: Room Layout Estimation from Multi-view Featuremetric Alignment Manhattan Room Layout Reconstruction from a Single 360° Image: A Comparative Study of State-of-the-Art Methods

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:54:41.069475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:54:40.938880Z digest=sha256:4090c5a1623f1b21423f3e5d94516f1b789d4263363c1db46534381303726808

Pith citing papers

No inbound Pith citation observations are available.