Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:35:22.222612Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2507.06234.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:35:22.222612Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
74 of 74 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e6c0cc91-606d-4116-a6a8-2d82ca0852d0 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Uncertainty inspired underwater image enhancement,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b9899832-e001-4ae5-9a16-a7a88613a27b · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement An in-depth survey of underwater image enhancement and restoration,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b22242f9-8584-48ae-a57e-9f8d95461e92 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement A survey on underwater image en- hancement techniques,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bdd930bf-3cf2-4090-8fe5-3bcc27723123 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 84cab765-fc43-4810-ba75-09884633c5e1 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement The marine strategy framework directive: a new european approach to the regulation of the marine environment, marine natural resources and marine ecological services,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f49bc51b-c17d-4953-9c9a-5fa4d53be47a · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Towards an urban marine ecology: characterizing the drivers, patterns and processes of marine ecosystems in coastal cities,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 69b81118-dd13-44b3-a8e9-8d08db77cf0e · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Underwater image processing: state of the art of restoration and image enhancement methods,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8bf6ff64-dbb3-4b01-8662-17438ac1a7f7 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Enhancing underwa- ter images and videos by fusion,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 736cab30-1156-4422-8ceb-6dd91fe5800d · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Enhancing the low quality images using unsupervised colour correction method,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 09d4c84d-5d6a-45c1-b2a3-d719f7a7e408 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Single image haze removal using dark channel prior,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fdc0b65-eb19-44f9-8928-708dbe020212 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Underwater depth estimation and image restoration based on single images,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 21dc37cc-ca3a-4fb1-a80a-be77271ef09d · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Underwater image enhancement by dehazing with minimum information loss and histogram distribution prior,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2313f2f5-bfae-40e8-994c-e04a10e7dbe8 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Object detection in 20 years: A survey,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0f14b4af-1641-4cc7-9bbd-025588861b4a · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Underwater image enhancement using a multiscale dense generative adversarial network,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 25462463-0c7a-42cf-aa06-8ccaa502aab0 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Water- GAN: Unsupervised generative network to enable real-time color correc- tion of monocular underwater images,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 72c10513-e227-4dea-b0de-ff43d19d6ae3 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Underwater image enhancement via medium transmission-guided multi-color space embedding,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e607e064-1fa1-4a8a-a42e-1a075aa8db94 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Sea-thru: A method for removing water from underwater images,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11d5fa34-3b70-45eb-acec-6fc1cfaae82a · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement An underwater image enhancement benchmark dataset and beyond,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30734b8e-ebe5-47e3-ae96-d185dd82b521 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement U-shape transformer for underwater image enhancement,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 42a6c0ac-408c-4203-a795-966d14295b89 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Underwater ranker: Learn which is better and how to be better,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7b9957b8-931a-44d5-9e93-79854eb63379 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Exploring clip for assessing the look and feel of images,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a78424b1-a5b3-4e55-bd65-9e97f43a10a7 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Curricular contrastive regularization for physics-aware single image dehazing,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 448677ef-0351-4617-abff-55970ecab84a · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Learning transferable visual models from natural language supervision,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a53a8da3-95fd-4bb1-896b-132f6f221ef2 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Contrastive learning for compact single image dehazing,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f63d7303-431e-4e03-9da3-b3f9ec0f51a4 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Generalization of the dark channel prior for single image restoration,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37d9ab9b-8cd5-41cb-9bec-df34f81c77bc · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Automatic red- channel underwater image restoration,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 55711fc4-13d9-4a57-8040-1c6b258c952f · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Underwater image restoration based on image blurriness and light absorption,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61db8672-a24d-4e44-8799-2f18fe84463f · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Shallow-uwnet: Compressed model for underwater image enhancement (student abstract),
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c140082f-270f-4711-8553-fdd64d578b37 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement UIECˆ 2-Net: Cnn-based under- water image enhancement using two color space,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5b103661-4a4e-4307-8cba-20fcdae333b6 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Uncertainty inspired underwater image enhancement,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fa60e43b-62c5-4613-85f3-98a8bac2c6ab · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Enhancing underwater imagery using generative adversarial networks,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 17bbe1c8-367f-400c-85fe-fa5c5e5143ec · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Open-vocabulary detr with conditional matching,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cebd9ac5-417f-4d4a-9c09-fb524437c63b · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement F-VLM: Open-Vocabulary Object Detection upon Frozen Vision and Language Models
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 582db1dc-bd56-481a-aabf-4ed6954a88b0 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Extract free dense labels from clip,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75b22962-25b1-4ed1-a00e-f98ef43d720f · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Blind image quality assessment via vision-language correspondence: A multitask learning perspective,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2803b646-39bd-4dab-8e80-7c9ba3febf66 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement VILA: Learning image aesthetics from user comments with vision-language pretraining,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 54d02222-12eb-4b9a-9df6-fef1650b897a · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement A reference-free underwater image quality assessment metric in frequency domain,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ec380b78-6b0f-4cde-82ab-25621f9fd0e0 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Learning to prompt for vision- language models,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6557b9bc-626e-4f82-8786-048f1fd79cfd · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Conditional prompt learning for vision-language models,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 619bd830-607d-43b5-9352-d623a35537b0 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement A simple framework for contrastive learning of visual representations,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1676686a-1810-4fd2-98ec-75dae6c03842 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Bootstrap your own latent-a new approach to self-supervised learning,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e604ca18-4078-402f-bda9-c084a43d5185 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Momentum contrast for unsupervised visual representation learning,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation addccb51-ec0b-4974-b63f-f9cb39bcb141 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Curriculum learning,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd47562d-17a3-49da-8b60-6d90515533c9 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Contrastive semi- supervised learning for underwater image restoration via reliable bank,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f014dcf9-0335-4bf2-8ccb-9d1b080feb2e · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Underwater image restoration via contrastive learning and a real-world dataset,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5dd1231f-8ccd-48e3-9d34-2bcf9e2da07e · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Denseclip: Language-guided dense prediction with context-aware prompting,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c4cd3359-cc33-4718-bf2a-c48c882c4f5d · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Natural language processing: State of the art, current trends and challenges,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1573a1f-976c-4b0d-96e3-cca44aa87133 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Human perceptual quality driven underwater image enhancement framework,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3d61222d-50ce-431d-a964-96a7fb5a45c1 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement A Fusion Adversarial Underwater Image Enhancement Network with a Public Test Dataset
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7eb7fd7-cf66-44d2-a2b2-e6ffb8b70c9e · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement The unreasonable effectiveness of deep features as a perceptual metric,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ee56c71-ef03-4d81-8719-c3db80b4b338 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement An underwater color image quality evaluation metric,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6878d38-8280-4218-8c13-65b01d17190f · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Human-visual-system-inspired underwater image quality measures,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44adb3cc-c140-4a5d-b178-ea055a968787 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Transmission estimation in underwater single images,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation df238265-129b-4ded-93ca-1baecba261e5 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Under- water image enhancement via minimal color loss and locally adaptive contrast enhancement,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cd3cff7-3bb5-4249-a8d0-e7b6ec9fdd0c · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Fast underwater image enhancement for improved visual perception,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 317b5aeb-4cb2-488a-8cc9-5e4f2f1941f2 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Subjective and objective de-raining quality assessment towards authentic rain image,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4d40e179-7c26-4928-92be-b910e8fe8bf7 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement PUGAN: Physical model-guided underwater image en- hancement using gan with dual-discriminators,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f792d9d2-8589-45d7-b79e-9e2eb6e7a605 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater Robots
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90de3900-5359-43e7-b1b3-89f59864431b · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Re- inforced swin-convs transformer for simultaneous underwater sensing scene image enhancement and super-resolution,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4d5e2609-ddcf-4a28-ad7a-6dbe6d4bbce2 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement UW- CycleGAN: Model-driven cyclegan for underwater image restoration,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 117092ae-6b23-40f6-a83e-40adc572295c · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Iterative prompt learn- ing for unsupervised backlit image enhancement,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f768f8b1-71bf-40a8-ba67-a7bed0cc2bdf · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Unsu- pervised underwater image restoration: From a homology perspective,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 32e8ccb0-6520-4570-a88f-e44a60cc75fc · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Image enhancement by histogram transformation,
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fcda5f03-1586-4db1-90b9-0aa7dff02fcb · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Underwater image enhancement quality evaluation: Benchmark dataset and objective met- ric,
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 10eeb4e0-baf2-410b-9888-07232757de42 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement MirrorDiffusion: Stabilizing diffusion process in zero-shot image translation by prompts redescription and beyond,
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3162cbcd-b69e-4891-af54-1f0df71e69df · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Exploring negatives in contrastive learning for unpaired image-to-image translation,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 441ada31-2d96-403e-99e3-cd5a9aea9ffe · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Perceptual losses for real-time style transfer and super-resolution,
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6efe85c-2c54-4f08-a386-efa2959ee6c6 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement AUV navigation and localiza- tion: A review,
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fbde6d4c-87d5-42ca-a687-da0d4ab73050 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement RRNet: Re- lational reasoning network with parallel multiscale attention for salient object detection in optical remote sensing images,
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 525cb37a-90ee-4883-9252-b042214abdc9 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement A reinforcement learning paradigm of configuring visual enhancement for object detection in underwater scenes,
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 226d1158-dac1-4292-80f7-1d9cb8ce197d · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Nested network with two-stream pyramid for salient object detection in optical remote sensing images,
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fcae3e4b-0a7c-4fa8-8526-77cce794d392 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Diving deeper into underwater image enhance- ment: A survey,
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e3655397-bdbc-4074-9831-d37d8c6e7c0d · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Underwater image enhancement via adaptive group attention-based multiscale cascade transformer,
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bf103bc1-a68f-4da6-8108-a927e8d34b03 · outbound
Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement Multiscale underwater image enhancement in rgb and hsv color spaces,
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
No inbound Pith citation observations are available.