WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection | Paper Citation Record

Observation 0dba2f21-4602-4b20-8f13-a802079f59c8 · outbound

This paper cites Daff: Dual attentive feature fusion for multispectral pedestrian detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Daff: Dual attentive feature fusion for multispectral pedestrian detection

Reference 1

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Observation 8e6bf02e-b554-4895-9feb-0e6ee7b9ab64 · outbound

This paper cites Dual-yolo architecture from infrared and visible images for object detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Dual-yolo architecture from infrared and visible images for object detection

Reference 2

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Observation ee90fcb2-1eab-4309-9727-b16802b75c89 · outbound

This paper cites Multimodal object detection by channel switch- ing and spatial attention.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Multimodal object detection by channel switch- ing and spatial attention

Reference 3

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Observation 2e318d73-74b7-4928-aca4-7183dd8212c2 · outbound

This paper cites Weakly misalignment-free adaptive feature alignment for uavs- based multimodal object detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Weakly misalignment-free adaptive feature alignment for uavs- based multimodal object detection

Reference 4

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Observation 776133e5-2371-40ad-91e5-81c9b791b49e · outbound

This paper cites Rgb-ir yolo combining modality-specific reconstruction and information integration.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Rgb-ir yolo combining modality-specific reconstruction and information integration

Reference 5

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Observation 03e7a9f9-e0c0-4941-a86a-78cc2b5589ac · outbound

This paper cites Multimodal object detec- tion via-probabilistic ensembling.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Multimodal object detec- tion via-probabilistic ensembling

Reference 6

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Observation a619b850-577c-4537-847b-5be6616235e8 · outbound

This paper cites Slbaf-net: Super- lightweight bimodal adaptive fusion network for uav de- tection in low recognition environment.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Slbaf-net: Super- lightweight bimodal adaptive fusion network for uav de- tection in low recognition environment

Reference 7

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Observation d1491052-2f2e-40da-a36c-c61ae76cc257 · outbound

This paper cites Borrow from anywhere: Pseudo multi-modal object detection in thermal imagery.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Borrow from anywhere: Pseudo multi-modal object detection in thermal imagery

Reference 8

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Observation d546c123-bbb2-4fed-9c34-4e4f118b9917 · outbound

This paper cites Acdf-yolo: Attentive and cross-differential fusion network for multimodal remote.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Acdf-yolo: Attentive and cross-differential fusion network for multimodal remote

Reference 10

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Observation 53b22404-e730-42a7-98e9-1583bd547be2 · outbound

This paper cites Wavelet Convolutions for Large Receptive Fields.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Wavelet Convolutions for Large Receptive Fields

Reference 11

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Observation 6d293a19-3745-42c7-8dc7-cd6e70b89dbd · outbound

This paper cites Free teledyne flir thermal dataset for algorithm training.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Free teledyne flir thermal dataset for algorithm training

Reference 12

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Observation 9ef131f5-1088-450f-ae61-2a2fb4d40683 · outbound

This paper cites Lraf-net: Long- range attention fusion network for visible–infrared object detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Lraf-net: Long- range attention fusion network for visible–infrared object detection

Reference 13

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Observation 88752c15-3813-4d32-b757-774e1066f688 · outbound

This paper cites MambaST: A Plug-and-Play Cross-Spectral Spatial-Temporal Fuser for Efficient Pedestrian Detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection MambaST: A Plug-and-Play Cross-Spectral Spatial-Temporal Fuser for Efficient Pedestrian Detection

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:44:53.763958Z

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Observation 8ab1fef9-83c2-4fb5-aa03-68435233906a · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 15

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Observation 51fd0d77-30dc-4330-b399-1d271cd8e676 · outbound

This paper cites Damsdet: Dynamic adaptive multispectral de- tection transformer with competitive query selection and adaptive feature fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Damsdet: Dynamic adaptive multispectral de- tection transformer with competitive query selection and adaptive feature fusion

Reference 16

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Observation d08f223f-12b1-424d-a9c6-ff821e77a4f2 · outbound

This paper cites Pan-mamba: Effective pan-sharpening with state space model.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Pan-mamba: Effective pan-sharpening with state space model

Reference 17

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Observation 3dbf6b82-fb96-413b-bbf8-83b4abfdc12b · outbound

This paper cites Fire detection in video surveillances using con- volutional neural networks and wavelet transform.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Fire detection in video surveillances using con- volutional neural networks and wavelet transform

Reference 18

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Observation b38f0e08-ed8f-46d4-b365-75240159b5d2 · outbound

This paper cites Cross-modality interaction for few-shot multispectral object detection with semantic knowledge.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross-modality interaction for few-shot multispectral object detection with semantic knowledge

Reference 19

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Observation b9308dd4-3885-4a76-a3df-e8ef4a850e15 · outbound

This paper cites Multispectral pedestrian detection: Benchmark dataset and baseline.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Multispectral pedestrian detection: Benchmark dataset and baseline

Reference 20

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Observation 11980638-e326-40f0-b6d6-1fb502c0450b · outbound

This paper cites Llvip: A visible-infrared paired dataset for low-light vision.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Llvip: A visible-infrared paired dataset for low-light vision

Reference 21

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Observation 1211f2e7-4fd9-4c00-b090-4ac98f343250 · outbound

This paper cites M2fnet: Multi-modal fusion network for ob- ject detection from visible and thermal infrared images.Int.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection M2fnet: Multi-modal fusion network for ob- ject detection from visible and thermal infrared images.Int

Reference 22

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Observation cbf7c1c9-81f5-4c7c-8370-a0ec4ae2cf3c · outbound

This paper cites Tsjnet: A multi-modality target and semantic awareness joint-driven image fusion network.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Tsjnet: A multi-modality target and semantic awareness joint-driven image fusion network

Reference 23

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Observation 5c01d438-20b0-4dca-b57f-746c8ba69d19 · outbound

This paper cites Global–local feature fusion network for visible–infrared vehicle detec- tion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Global–local feature fusion network for visible–infrared vehicle detec- tion

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T14:44:46.959487Z

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Observation 8ee752f4-bf99-4cc0-83cb-02207132e900 · outbound

This paper cites Uncertainty-guided cross-modal learning for robust multi- spectral pedestrian detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Uncertainty-guided cross-modal learning for robust multi- spectral pedestrian detection

Reference 25

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Observation eb1b2c96-f4fc-40af-82bf-c391e0363125 · outbound

This paper cites Cross- former: Cross-guided attention for multi-modal object de- tection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross- former: Cross-guided attention for multi-modal object de- tection

Reference 26

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Observation ed8537d9-89d4-47f4-a4d3-d8901850e2ce · outbound

This paper cites Cross-modality attention and multimodal fusion trans- former for pedestrian detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross-modality attention and multimodal fusion trans- former for pedestrian detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T14:44:47.231795Z

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Observation af1f0b2e-6ffe-4249-879b-0a4ceef69abb · outbound

This paper cites A novel semantic infor- mation perception architecture for extreme targets detection in complex traffic scenarios.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection A novel semantic infor- mation perception architecture for extreme targets detection in complex traffic scenarios

Reference 28

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Observation e97d6db2-d4b3-444f-96e0-1c5d98fe1db2 · outbound

This paper cites Illumination-aware faster r-cnn for robust multispectral pedestrian detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Illumination-aware faster r-cnn for robust multispectral pedestrian detection

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.275547Z

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Observation 55bbc45e-3f03-463d-a5b1-68125ed3b638 · outbound

This paper cites Learning a graph neural network with cross modality inter- action for image fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Learning a graph neural network with cross modality inter- action for image fusion

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.257672Z

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Observation ce5b84aa-d586-4a83-959c-b5806feda4b0 · outbound

This paper cites Confidence-aware fusion using dempster- shafer theory for multispectral pedestrian detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Confidence-aware fusion using dempster- shafer theory for multispectral pedestrian detection

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.237696Z

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Observation 221c7274-3d8b-4821-b801-cee9b81b0cba · outbound

This paper cites Stabilizing multispectral pedes- trian detection with evidential hybrid fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Stabilizing multispectral pedes- trian detection with evidential hybrid fusion

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.218215Z

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Observation f07b8b94-f23f-4901-a210-faa4fb784544 · outbound

This paper cites Multiscale cross-modal homo- geneity enhancement and confidence-aware fusion for mul- tispectral pedestrian detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Multiscale cross-modal homo- geneity enhancement and confidence-aware fusion for mul- tispectral pedestrian detection

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.200371Z

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Observation 8a97094a-a257-49c8-9689-53707a769591 · outbound

This paper cites M2fnet: Mask-guided multi-level fusion for rgb-t pedestrian detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection M2fnet: Mask-guided multi-level fusion for rgb-t pedestrian detection

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.181194Z

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Observation 9437597d-4cde-4c56-ae04-2806849ac370 · outbound

This paper cites Explicit attention-enhanced fusion for rgb-thermal perception tasks.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Explicit attention-enhanced fusion for rgb-thermal perception tasks

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.164851Z

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Observation a47fcba8-1ba3-4501-92de-49c021208d22 · outbound

This paper cites an unresolved cited work.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Unresolved cited work

Reference 36

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Observation bb828c66-ddff-4ead-8e03-856a372871e5 · outbound

This paper cites Multispectral Deep Neural Networks for Pedestrian Detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Multispectral Deep Neural Networks for Pedestrian Detection

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T14:44:48.105954Z

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Observation 39f8049a-f753-468f-8845-ffe200c81206 · outbound

This paper cites Target- aware dual adversarial learning and a multi-scenario multi- modality benchmark to fuse infrared and visible for object detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Target- aware dual adversarial learning and a multi-scenario multi- modality benchmark to fuse infrared and visible for object detection

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.132500Z

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Observation db4e5d8b-bf2b-4d93-b09c-a6b0c504ee9b · outbound

This paper cites Multi- focus image fusion with a deep convolutional neural net- work.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Multi- focus image fusion with a deep convolutional neural net- work

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.115890Z

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Observation b0ebab82-159c-4a72-a978-8f729a7082ef · outbound

This paper cites VMamba: Visual State Space Model.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection VMamba: Visual State Space Model

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T14:44:48.321706Z

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Observation 602731c6-cba8-4c80-87c5-ed58221a59f9 · outbound

This paper cites S4fusion: Saliency-aware selective state space model for infrared visible image fu- sion, 2024.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection S4fusion: Saliency-aware selective state space model for infrared visible image fu- sion, 2024

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.097875Z

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Observation 68dd6d72-b988-4f33-a570-fc21f680d390 · outbound

This paper cites Tinyvim: Frequency decoupling for tiny hybrid vision mamba.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Tinyvim: Frequency decoupling for tiny hybrid vision mamba

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T14:44:48.500554Z

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Observation ef9a6516-e87c-406b-aa79-a3d4ce6bf245 · outbound

This paper cites Cross-modal feature fusion and interaction strategy for cnn- transformer-based object detection in visual and infrared re- mote sensing imagery.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross-modal feature fusion and interaction strategy for cnn- transformer-based object detection in visual and infrared re- mote sensing imagery

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.080090Z

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Observation 55f8dee3-883a-4efd-b0fd-9f03e7bd2131 · outbound

This paper cites Cross-modality attentive feature fusion for object detection in multispectral remote.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross-modality attentive feature fusion for object detection in multispectral remote

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.062686Z

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Observation 099edac4-c8e7-490b-9b0b-9406871f79b0 · outbound

This paper cites Cross-Modality Fusion Transformer for Multispectral Object Detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross-Modality Fusion Transformer for Multispectral Object Detection

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T14:44:48.766532Z

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Observation c12c1f03-f468-4506-98aa-15b9acd8a2e4 · outbound

This paper cites Vehicle detec- tion in aerial imagery: A small target detection benchmark.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Vehicle detec- tion in aerial imagery: A small target detection benchmark

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.039006Z

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Observation 1121b076-e68a-4d48-8aaf-b694bf977693 · outbound

This paper cites Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Ba- tra.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Ba- tra

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.022212Z

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Observation 8e6bc8f8-507b-49af-900a-30ef1818a212 · outbound

This paper cites Icafusion: Iterative cross-attention guided feature fusion for multispectral object detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Icafusion: Iterative cross-attention guided feature fusion for multispectral object detection

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:59.005767Z

Source-reported events for the cited work

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Observation 2bf1b2f9-633d-4dd2-a525-daa62772e0e3 · outbound

This paper cites Mrd-yolo: A multispectral object de- tection algorithm for complex road scenes.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Mrd-yolo: A multispectral object de- tection algorithm for complex road scenes

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.989248Z

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Observation 8f52db53-1fce-4595-baf3-c68c26dd3996 · outbound

This paper cites Low-rank multimodal remote.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Low-rank multimodal remote

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.973890Z

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Observation b17eb550-51b0-40d6-9ad9-6d51d6e9f266 · outbound

This paper cites Adaptive multimodal feature fusion with frequency domain gate for remote.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Adaptive multimodal feature fusion with frequency domain gate for remote

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.957246Z

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Observation 5bac3bd3-5cac-4e8b-a780-e71a36b903ac · outbound

This paper cites Det- fusion: A detection-driven infrared and visible image fu- sion network.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Det- fusion: A detection-driven infrared and visible image fu- sion network

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.941301Z

Source-reported events for the cited work

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Observation 05e8b6af-1e54-4b1b-858f-b259d1549cea · outbound

This paper cites Drone-based rgb-infrared cross-modality vehicle detection via uncertainty-aware learning.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Drone-based rgb-infrared cross-modality vehicle detection via uncertainty-aware learning

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.924742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f50495d3-bf32-4ee5-9082-794d50181512 · outbound

This paper cites Superfusion: A versatile image registration and fusion network with semantic awareness.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Superfusion: A versatile image registration and fusion network with semantic awareness

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.907431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 897c359c-1cfb-4604-9679-3241d8919cb1 · outbound

This paper cites Divfusion: Darkness-free infrared and visible image fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Divfusion: Darkness-free infrared and visible image fusion

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.888365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5afcf5e6-fb3c-4eb8-95e4-b89058243caa · outbound

This paper cites Multi-stage im- age denoising with the wavelet transform.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Multi-stage im- age denoising with the wavelet transform

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.871473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dafe48b0-7c69-4b61-83f3-07c6c5f52de0 · outbound

This paper cites Cross-modality proposal-guided feature min- ing for unregistered rgb-thermal pedestrian detection.IEEE Trans.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross-modality proposal-guided feature min- ing for unregistered rgb-thermal pedestrian detection.IEEE Trans

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.854227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bfa2200f-7322-4425-a209-96a126205295 · outbound

This paper cites Iv-yolo: A lightweight dual-branch object detection network.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Iv-yolo: A lightweight dual-branch object detection network

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.836906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab19b215-6074-4cd9-8f83-e4d3fc267ab8 · outbound

This paper cites A dynamic cascade cross- modal coassisted network for aav image object detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection A dynamic cascade cross- modal coassisted network for aav image object detection

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.816565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e360ff0e-244b-496b-b0bb-347a88e91bd0 · outbound

This paper cites Yolov8: A novel object detection algorithm with enhanced performance and robust- ness.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Yolov8: A novel object detection algorithm with enhanced performance and robust- ness

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.800550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6fdb2a5c-09e4-4345-a154-0bd5b700ef00 · outbound

This paper cites Kcdnet: Multimodal object detection in modal in- formation imbalance scenes.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Kcdnet: Multimodal object detection in modal in- formation imbalance scenes

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.784876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 60d5ad8c-766c-452d-82ac-2b459cabf8ef · outbound

This paper cites Yolofiv: Object detection algorithm for around-the- clock aerial remote.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Yolofiv: Object detection algorithm for around-the- clock aerial remote

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.768907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ae3fc96-96e8-4795-8479-738e8e69d2bf · outbound

This paper cites Cross-modal oriented object detection of uav aerial images based on im- age feature.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross-modal oriented object detection of uav aerial images based on im- age feature

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.753449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ff9511a4-c072-4515-aae0-833c4e7303c5 · outbound

This paper cites Multi-modal object detection method based on dual-branch asymmetric attention backbone and feature fu- sion pyramid network.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Multi-modal object detection method based on dual-branch asymmetric attention backbone and feature fu- sion pyramid network

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.737344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5eaca9af-4df3-4f0e-8e5a-bd09812fe7c7 · outbound

This paper cites Multimodal object detection of uav remote sensing based on joint rep- resentation optimization and specific information enhance- ment.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Multimodal object detection of uav remote sensing based on joint rep- resentation optimization and specific information enhance- ment

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.723319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30ff7689-76b3-4149-ae21-2ebb42fcefe1 · outbound

This paper cites Learning adaptive fusion bank for multi-modal salient object detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Learning adaptive fusion bank for multi-modal salient object detection

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.707182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba851b99-b285-4a4f-b6ba-b43711529e8f · outbound

This paper cites Improving rgb-infrared object detec- tion by reducing cross-modality redundancy.Remote.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Improving rgb-infrared object detec- tion by reducing cross-modality redundancy.Remote

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.692036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8e9e7850-097f-43c9-9f28-e8ecd3d245c4 · outbound

This paper cites Improving rgb-infrared object detec- tion by reducing cross-modality redundancy.Remote.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Improving rgb-infrared object detec- tion by reducing cross-modality redundancy.Remote

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.589394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d1c771e5-d7e4-4564-a131-c252a024c621 · outbound

This paper cites Image restoration quality assessment based on regional differential information entropy.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Image restoration quality assessment based on regional differential information entropy

Reference 69

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:44:53.403853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7805f7fc-5678-4a62-8d5f-8db6344ddfaf · outbound

This paper cites Dc- fusion: A dual-frequency cross-enhanced fusion network for infrared and visible image fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Dc- fusion: A dual-frequency cross-enhanced fusion network for infrared and visible image fusion

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.447423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f295b835-469a-4272-aa6f-bbb49b4b8ebd · outbound

This paper cites Dcfnet: Infrared and visible image fusion network based on discrete wavelet transform and convolu- tional neural network.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Dcfnet: Infrared and visible image fusion network based on discrete wavelet transform and convolu- tional neural network

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.224133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e39e36ef-6c62-483d-aa8a-4f3972d32bdd · outbound

This paper cites Wavelet transformation of functional data for hyperspectral image classification.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Wavelet transformation of functional data for hyperspectral image classification

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:58.029184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b6d0d93-3eb3-4998-ba98-fca9cdb5a078 · outbound

This paper cites YOLO-MS: multispectral object detection via feature inter- action and self-attention guided fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection YOLO-MS: multispectral object detection via feature inter- action and self-attention guided fusion

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:57.816264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ed2987df-8f44-4520-8ff9-9afdb9cf4b7b · outbound

This paper cites Cross- modality double bidirectional interaction and fusion net- work for RGB-T salient object detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross- modality double bidirectional interaction and fusion net- work for RGB-T salient object detection

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:57.615494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59753a26-dd8d-4545-88cc-ca7597521a11 · outbound

This paper cites Enhanced spectral–spatial fusion net- work for multispectral object detection in ground-aerial im- ages.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Enhanced spectral–spatial fusion net- work for multispectral object detection in ground-aerial im- ages

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:57.447213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d846f920-99d1-4f61-a459-3572efe2017e · outbound

This paper cites Enhanced spectral-spatial fusion net- work for multispectral object detection in ground-aerial im- ages.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Enhanced spectral-spatial fusion net- work for multispectral object detection in ground-aerial im- ages

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:57.326750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e63b4b60-39a1-4d71-9821-db2bfe87ac4e · outbound

This paper cites Rfnet: Unsupervised network for mutually reinforc- ing multi-modal image registration and fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Rfnet: Unsupervised network for mutually reinforc- ing multi-modal image registration and fusion

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:57.215103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 48a7a2ca-d64e-4b0e-958a-dc6e624c4a0d · outbound

This paper cites Cross-modal adaptive fusion object detec- tion based on illumination-awareness.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross-modal adaptive fusion object detec- tion based on illumination-awareness

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:57.079276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f3c520d7-de9c-49ef-b076-ca1b9caa62e3 · outbound

This paper cites Multi- dimensional fusion network for multispectral object detec- tion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Multi- dimensional fusion network for multispectral object detec- tion

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:56.917342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a9575b08-16ef-4a8a-892c-15812f4ff5e1 · outbound

This paper cites A dual-modality pedestrian detection method based on multi-scale feature fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection A dual-modality pedestrian detection method based on multi-scale feature fusion

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:56.757126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa1b5c2c-53f3-42bb-9d52-0c0696e24221 · outbound

This paper cites Mul- tispectral sample augmentation and illumination guidance for RGB-T object detection by mm detection framework.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Mul- tispectral sample augmentation and illumination guidance for RGB-T object detection by mm detection framework

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:56.621639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ae827883-2648-4715-bae3-bb66d65dcf8a · outbound

This paper cites Wave-vit: Unifying wavelet and transformers for visual representation learning.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Wave-vit: Unifying wavelet and transformers for visual representation learning

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:56.506690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2d0053d1-6291-433d-b370-d887295040bb · outbound

This paper cites Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:56.374779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 99805cfc-10c9-480a-8550-a9d35b5da411 · outbound

This paper cites C²former: Calibrated and complementary transformer for rgb-infrared object de- tection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection C²former: Calibrated and complementary transformer for rgb-infrared object de- tection

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:56.236699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d260bae-cd73-4d6b-b5ea-a51eea553b2b · outbound

This paper cites Transla- tion, scale and rotation: Cross-modal alignment meets rgb- infrared vehicle detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Transla- tion, scale and rotation: Cross-modal alignment meets rgb- infrared vehicle detection

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:56.109032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e91bebde-9afc-4565-8a43-50657fb9d6c5 · outbound

This paper cites Sdnet: A versatile squeeze-and- decomposition network for real-time image fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Sdnet: A versatile squeeze-and- decomposition network for real-time image fusion

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:56.006602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a62ff8cc-f00a-476f-ab3b-6750e186225c · outbound

This paper cites Multispectral fusion for object detection with cyclic fuse-and-refine blocks.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Multispectral fusion for object detection with cyclic fuse-and-refine blocks

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:55.842651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ee558415-7c0b-4625-8760-3fe781e516f6 · outbound

This paper cites Guided attentive feature fusion for multispectral pedestrian detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Guided attentive feature fusion for multispectral pedestrian detection

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:55.723550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 324e2da6-6082-4824-92fc-1e0b90e30a34 · outbound

This paper cites Efficient cross-modality feature inter- action for multispectral armored vehicle detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Efficient cross-modality feature inter- action for multispectral armored vehicle detection

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:55.574643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 720fb50b-9265-400d-9b19-456107ad4501 · outbound

This paper cites Cross-modality interactive attention network for multispectral pedestrian detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross-modality interactive attention network for multispectral pedestrian detection

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:55.455610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aaa1ac0f-4e84-4456-bfdb-8a0edf9b8f9e · outbound

This paper cites Weakly aligned cross-modal learn- ing for multispectral pedestrian detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Weakly aligned cross-modal learn- ing for multispectral pedestrian detection

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:55.311208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0845afde-96e4-4157-b562-416e2c46cdf1 · outbound

This paper cites Esm-yolo: Enhanced small target detection based on visi- ble and infrared multi-modal fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Esm-yolo: Enhanced small target detection based on visi- ble and infrared multi-modal fusion

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:55.158761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a98e9196-415a-4ef7-902c-35ee33c317dc · outbound

This paper cites Wavelet-based fourier information interaction with fre- quency diffusion adjustment for underwater image restora- tion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Wavelet-based fourier information interaction with fre- quency diffusion adjustment for underwater image restora- tion

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:55.016144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1e6202cf-d9c5-4d5a-98bf-5a3d5310ac66 · outbound

This paper cites Object detection in mul- tispectral remote.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Object detection in mul- tispectral remote

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:54.904403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 733c9a6c-c8ea-41a5-bc84-71a066920fea · outbound

This paper cites Removal then selection: A coarse-to- fine fusion perspective for rgb-infrared object detection.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Removal then selection: A coarse-to- fine fusion perspective for rgb-infrared object detection

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T14:44:52.500938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33eff2c3-3ac2-4ce0-9ae8-c7dc75cee472 · outbound

This paper cites Didfuse: Deep image de- composition for infrared and visible image fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Didfuse: Deep image de- composition for infrared and visible image fusion

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:54.767367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a2fcc89-80f2-4c44-b1c9-e129f051389c · outbound

This paper cites Efficient and model-based infrared and visible image fusion via algo- rithm unrolling.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Efficient and model-based infrared and visible image fusion via algo- rithm unrolling

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:54.603212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a1b11ca5-a9ca-407e-af04-e6e7d8128831 · outbound

This paper cites Cddfuse: Correlation-driven dual-branch feature decompo- sition for multi-modality image fusion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cddfuse: Correlation-driven dual-branch feature decompo- sition for multi-modality image fusion

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:54.459912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e96b0d89-ba1f-43ba-af31-f9672f6a9c7a · outbound

This paper cites Equivariant multi-modality image fu- sion.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Equivariant multi-modality image fu- sion

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:54.312460Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4497afc2-af20-4cb8-b7de-f790688bb4d8 · outbound

This paper cites DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote Sensing.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote Sensing

Reference 100

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Observation c32e893e-732b-429e-95cb-2bca74c27391 · outbound

This paper cites Cross teaching-enhanced multispectral re- mote sensing object detection with transformer.

WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection Cross teaching-enhanced multispectral re- mote sensing object detection with transformer

Reference 101

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:44:54.167578Z

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