Paper Citation Record · LEDGER

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization

As of 10 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2508.19798.

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

pith.paper-citation-record.v1
2508.19798 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:31:15.895060Z

measured 32 of 32 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T11:28:37.827650Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T11:29:58.668650Z

Reference resolution

31 of 31 outbound references displayed

verified exact2
verified fuzzy28
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8380bf94-e316-41bc-8c5c-0414e3138d61 · outbound

This paper cites Toward a cleaner and more sustainable world: A framework to develop and improve waste management through organizations, governments, and academia,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Toward a cleaner and more sustainable world: A framework to develop and improve waste management through organizations, governments, and academia,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.454497Z

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.

Observation 8b1a2663-c09f-49a0-840d-7324c3aa464d · outbound

This paper cites Enhanced segmentation of deformed waste objects in cluttered environments,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Enhanced segmentation of deformed waste objects in cluttered environments,

Reference 2

Resolution: verified exact; doi, observed 2026-08-05T15:31:15.933288Z

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.

Observation e5f854c2-145e-4929-8b44-2d8e425e3c16 · outbound

This paper cites Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside Waste.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside Waste

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:31:15.973891Z

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.

Observation 8d7f1198-ca22-4374-b8b6-d514bd28807e · outbound

This paper cites Spectralwaste dataset: Multimodal data for waste sorting automation,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Spectralwaste dataset: Multimodal data for waste sorting automation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.440587Z

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.

Observation f5e4f78e-d12b-40e7-8e46-79697562d096 · outbound

This paper cites Maskgrasp: Mask-based grasping for scenes with multiple general real-world objects,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Maskgrasp: Mask-based grasping for scenes with multiple general real-world objects,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.425481Z

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.

Observation c884850a-0358-48f2-9d58-7eea69578fbd · outbound

This paper cites Recent advances of hyperspectral imaging technology and applications in agriculture,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Recent advances of hyperspectral imaging technology and applications in agriculture,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.410305Z

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.

Observation 528092c2-3825-4c40-a9b7-193a79dc24a9 · outbound

This paper cites Trashnet: A dataset for garbage classification,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Trashnet: A dataset for garbage classification,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.393793Z

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.

Observation a6fec47b-a48e-429a-9896-b9dca0f4a18e · outbound

This paper cites Taco: Trash annotations in con- text for litter classification,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Taco: Trash annotations in con- text for litter classification,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.375849Z

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.

Observation d4fb81ad-d38a-46a7-954e-454165089bd4 · outbound

This paper cites Floating waste: An autonomous boat dataset for water surface cleaning applications,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Floating waste: An autonomous boat dataset for water surface cleaning applications,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.360337Z

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.

Observation a171ec3d-46db-4861-88de-6434b4481a9c · outbound

This paper cites Zerowaste: A large-scale dataset and benchmark for industrial waste sorting,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Zerowaste: A large-scale dataset and benchmark for industrial waste sorting,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.342780Z

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.

Observation 016cffaa-60f3-451e-8504-c90a07a6c755 · outbound

This paper cites Zerowaste-v2: Enhanced industrial waste segmentation for visda 2022 challenge,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Zerowaste-v2: Enhanced industrial waste segmentation for visda 2022 challenge,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.325604Z

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.

Observation d39e6069-2ecb-4f08-851a-4477fcafea4d · outbound

This paper cites Forest canopy chemistry with high spectral resolution remote sensing,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Forest canopy chemistry with high spectral resolution remote sensing,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.305377Z

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.

Observation 5ae709e2-1971-4c0c-a197-41f843bb7fc6 · outbound

This paper cites Biophysical and biochemical sources of variability in canopy reflectance,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Biophysical and biochemical sources of variability in canopy reflectance,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.287001Z

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.

Observation 38f1bfda-e5d2-4f48-b156-75495b45b165 · outbound

This paper cites Global food demand and the sustainable intensification of agriculture,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Global food demand and the sustainable intensification of agriculture,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.269771Z

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.

Observation ec90edd3-4f08-4af6-bf3f-4b0a414fb43d · outbound

This paper cites Ecological intensification of cereal production systems: yield potential, soil quality, and precision agriculture,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Ecological intensification of cereal production systems: yield potential, soil quality, and precision agriculture,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.252976Z

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.

Observation ef420151-79e8-4b08-864c-d8279aad072f · outbound

This paper cites Convolutional neural network for medical hyperspectral image classification with kernel fusion,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Convolutional neural network for medical hyperspectral image classification with kernel fusion,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.236285Z

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.

Observation 35b92130-cba0-4a90-aa9a-d7cb836dcd37 · outbound

This paper cites Change in the microenvironment of breast cancer studied by ftir imaging,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Change in the microenvironment of breast cancer studied by ftir imaging,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.218589Z

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.

Observation 3f8d4ff1-d213-47d4-85f9-dbd144e58592 · outbound

This paper cites Water stress estimation of tomato canopy based on machine vision,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Water stress estimation of tomato canopy based on machine vision,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.202857Z

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.

Observation 682a1776-05e8-4bb3-af82-224114a936fc · outbound

This paper cites Hyperspectral imaging based techniques in fluff sorting,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Hyperspectral imaging based techniques in fluff sorting,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.185834Z

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.

Observation d456221d-1259-4b9e-a083-ea83eb3157a2 · outbound

This paper cites Hyperspectral imaging: A review on recent advances and applications,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Hyperspectral imaging: A review on recent advances and applications,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.168386Z

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.

Observation c66b80c0-0bb1-47a7-b4dd-8dc0b6a9bf68 · outbound

This paper cites Fusion of hyperspectral imaging (hsi) and rgb for identification of soy- bean kernel damages using shufflenet with convolutional optimization and cross stage partial architecture,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Fusion of hyperspectral imaging (hsi) and rgb for identification of soy- bean kernel damages using shufflenet with convolutional optimization and cross stage partial architecture,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.150480Z

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.

Observation 8e2ec6f2-cb3a-434f-a5cb-e050c3bcb1e8 · outbound

This paper cites Hyperspectral imaging in environmental monitoring: A review of recent developments and technological advances in compact field deployable systems,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Hyperspectral imaging in environmental monitoring: A review of recent developments and technological advances in compact field deployable systems,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.132423Z

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.

Observation 988e3ec5-4243-48df-8345-be54c433772c · outbound

This paper cites Pandey, P.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Pandey, P

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.114044Z

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.

Observation d97a080d-6b15-4941-a3d2-86e2a7afdc79 · outbound

This paper cites Segformer: Simple and efficient design for semantic segmentation with transformers,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Segformer: Simple and efficient design for semantic segmentation with transformers,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.097220Z

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.

Observation ab657189-5356-4846-8137-220dd7e32fdb · outbound

This paper cites Generalised dice overlap as a deep learning loss function for highly unbalanced segmentations,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Generalised dice overlap as a deep learning loss function for highly unbalanced segmentations,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.080962Z

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.

Observation 24a544a4-2d64-4c8d-8ab6-e36389e022ed · outbound

This paper cites Cross-Entropy Loss Functions: Theoretical Analysis and Applications.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Cross-Entropy Loss Functions: Theoretical Analysis and Applications

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T15:31:15.871993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09968306-10f3-4975-bd31-f59b42fa71a3 · outbound

This paper cites MMSegmentation: Openmmlab semantic segmentation toolbox and benchmark,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization MMSegmentation: Openmmlab semantic segmentation toolbox and benchmark,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.063660Z

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.

Observation 9cb99fb7-ffa1-47f7-8457-2e728ec79f75 · outbound

This paper cites The spectralwaste dataset: A benchmark for waste segmentation,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization The spectralwaste dataset: A benchmark for waste segmentation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.044661Z

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.

Observation 5bf71d01-73dc-46d0-8964-9c79e0f29a4f · outbound

This paper cites Mininet: An efficient semantic segmentation convnet for real-time robotic applications,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Mininet: An efficient semantic segmentation convnet for real-time robotic applications,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.027216Z

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.

Observation 779bce4c-8870-4f29-9da6-b55eb4f11cc1 · outbound

This paper cites Internimage: Exploring large-scale vision foundation models with deformable convolutions,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Internimage: Exploring large-scale vision foundation models with deformable convolutions,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:16.009680Z

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.

Observation 456ab18a-d375-432c-a0de-3300065e5270 · outbound

This paper cites Cmx: Cross-modal fusion for rgb-x semantic segmentation with transformers,.

FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization Cmx: Cross-modal fusion for rgb-x semantic segmentation with transformers,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:31:15.991448Z

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.

Pith citing papers

Observation 29f9bf24-f16d-4182-8046-53e831bbfd2f · inbound

Bidirectional Cross-Attention Fusion of High-Resolution RGB and Low-Resolution Hyperspectral Inputs for Multimodal Semantic Segmentation cites this paper.

Bidirectional Cross-Attention Fusion of High-Resolution RGB and Low-Resolution Hyperspectral Inputs for Multimodal Semantic Segmentation FusionSort: Enhanced Cluttered Waste Segmentation with Advanced Decoding and Comprehensive Modality Optimization

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-15T11:29:58.670901Z

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.