Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T18:40:01.082381Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2501.11153.
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 2026-08-10T18:40:01.082381Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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
72 of 72 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 878fe5a4-d097-48d4-b576-30c3cd236452 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Pso- convolutional neural networks with heterogeneous learning rate
Reference 1
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 14c2dfa1-a4c9-46cf-b5a1-c03962d05281 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Video action recognition col- laborative learning with dynamics via pso-convnet transformer
Reference 2
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 ed6e863e-03bc-41b9-bc19-01a764c23aef · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation The development of a deep learning model for automated segmentation of the robotic pancreaticojejunostomy
Reference 3
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 e66e1bfc-975f-4a8c-b968-176f43472b02 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Y olo- extract: Improved yolov5 for aircraft object detection in remote sensing images
Reference 4
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 09b2f9b4-d89c-4d49-bd4c-311ef20891f5 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Recurrent convolutional neural network for object recognition
Reference 5
Source-reported events for the cited work
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Observation e83f1906-989a-4f39-a4db-d27920efe263 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Object detection with discriminatively trained part-based mod- els
Reference 6
Source-reported events for the cited work
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Observation eb08b6d7-c659-4790-9534-33c02c73a88b · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation k-nn attention-based video vision transformer for action recognition
Reference 7
Source-reported events for the cited work
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Observation 77c2425d-107c-4485-a935-1902b1119e04 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Pattern Recognition: Contributions and Applications to Image Classification and Video Recognition
Reference 8
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 4640bf60-6211-41d3-9f1e-ef4ff41148ea · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Human crowd behaviour analysis based on video segmentation and classification using expectation–maximization with deep learning architectures
Reference 9
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 d7e155fd-8f51-4bd6-85e3-007935240244 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation A spatio-temporal network for video semantic segmentation in surgical videos
Reference 10
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 7d2f1810-16c5-4ab9-a831-a5f9ffcbadf9 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learning.Pattern Recognition, 108:107355, 2020
Reference 11
Source-reported events for the cited work
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Observation 2625a5a3-8fad-4798-8d18-1aef138d9b07 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Human- like mechanism deep learning model for longitudinal motion control of autonomous vehicles
Reference 12
Source-reported events for the cited work
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Observation 9bdb25eb-72ab-4f52-ac35-7452aecf2758 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation AI applications in healthcare a comprehensive review of advancements and challenges
Reference 13
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 218a7058-254c-479f-a190-934a7a3a4d08 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Aklilu, Min Woo Sun, Shelly Goel, Sebastiano Bartoletti, Anita Rau, Griffin Olsen, Kay S
Reference 14
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 9c9c9fea-c38b-4fd4-a73e-607bdaede25a · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Clinical applications of artificial intelligence in robotic surgery
Reference 15
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 ec65cf5c-dfaa-4fbe-a505-e9d6b2e82142 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Preserving privacy in surgical video analysis using a deep learning classifier to identify out-of-body scenes in endoscopic videos
Reference 16
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 ebe9b915-924c-4612-bff4-c0a354ef56b2 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Automated segmentation of phases, steps, and tasks in laparoscopic cholecystectomy using deep learning
Reference 17
Source-reported events for the cited work
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Observation 65ddf28a-8637-460f-ab53-03a3ebdfd984 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Deep learning in surgical workflow analysis: a review of phase and step recognition
Reference 18
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 f68ca157-a57c-4e05-be70-002d543bb9c0 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Real-time segmentation and recognition of surgical tasks in cataract surgery videos
Reference 19
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 95bf3808-4671-4b42-bcb0-96e65833e203 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation On-line recognition of surgical activity for monitoring in the operating room
Reference 20
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 1120ef3d-4193-4fd2-b1a1-84c035c1200e · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Sv-rcnet: workflow recognition from surgical videos using recurrent convolutional network
Reference 21
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 d8da9e4f-0f13-4b31-aef4-0b114513986b · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Recurrent fully convolutional networks for video segmentation
Reference 22
Source-reported events for the cited work
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Observation f5f4b48f-e93f-4a6b-9f4a-da75b191903e · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation A deep learning framework for recognising surgical phases in laparoscopic videos
Reference 23
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 4cfe4360-64b1-4094-b6cf-d07199d2f39a · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Db-lstm: Densely-connected bi-directional lstm for human action recognition
Reference 24
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 154d1d0c-0d47-4c04-a937-d4fa2dc110a4 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation 3dfcnn: Real-time action recognition using 3d deep neural networks with raw depth information
Reference 25
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 d28052dc-389e-498f-81e7-2d26b4e7ae9c · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network
Reference 26
Source-reported events for the cited work
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Observation 8c5b560a-acee-40cc-9c23-d0dd1836fe9d · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Human action recognition based on temporal pose cnn and multi-dimensional fusion
Reference 27
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 659cf131-0aed-4e6f-a734-1489539ab828 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Flatten transformer: Vision transformer using focused linear attention
Reference 28
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 3f84791c-f94f-4cb0-a110-cd97d9d4bee5 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Swin transformer: Hierarchical vision transformer using shifted windows
Reference 29
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 905c61bc-857b-4806-b306-e2d5b06835b5 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Vivit: A video vision transformer
Reference 30
Source-reported events for the cited work
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Observation 2a7ae4cc-825c-4422-bfa8-1b3262427fe4 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Endonet: a deep architecture for recognition tasks on laparoscopic videos
Reference 31
Source-reported events for the cited work
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Observation 7a738b8c-0436-4606-b79c-77eedb7d6b78 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Cataracts: Challenge on automatic tool annotation for cataract surgery
Reference 32
Source-reported events for the cited work
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Observation 922fa9c2-fdf8-413f-b5ff-fdce1c311f7e · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation M2CAI Workflow Challenge: Convolutional Neural Networks with Time Smoothing and Hidden Markov Model for Video Frames Classification
Reference 33
Source-reported events for the cited work
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Observation 9226a858-c434-463c-b0be-bc24252220f3 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Unresolved cited work
Reference 34
Source-reported events for the cited work
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Observation 35eb641b-2f1e-42d9-a511-f267943fcded · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Comparison of video shot boundary detection techniques
Reference 35
Source-reported events for the cited work
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Observation 3b901f94-ef4e-4a45-ace5-720ac1e224d8 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Long-term recurrent convolutional networks for visual recognition and description
Reference 36
Source-reported events for the cited work
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Observation f62fc1d4-02a9-400f-9003-b6767376ef2b · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation A novel keyframe extraction method for video classification using deep neural networks
Reference 37
Source-reported events for the cited work
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Observation 095b4264-1b22-44c7-baf0-376fa2deec20 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Fast and robust key frame extraction method for gesture video based on high-level feature representation
Reference 38
Source-reported events for the cited work
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Observation ed9720c5-d68c-4511-b962-30ef7b184b32 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Key frame extraction algorithm of motion video based on priori
Reference 39
Source-reported events for the cited work
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Observation 802b18f7-57ef-45f7-aa06-6cb15a70b19a · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Detecting moving objects, ghosts, and shadows in video streams
Reference 40
Source-reported events for the cited work
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Observation ef91b799-52c9-4cd5-937c-bc39e42543ca · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Y ou only look once: Unified, real-time object detection
Reference 41
Source-reported events for the cited work
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Observation 11e1739f-9055-498e-916a-9cfedc45c067 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Rich fea- ture hierarchies for accurate object detection and semantic segmentation
Reference 42
Source-reported events for the cited work
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Observation dd02719f-6a5e-409d-aafe-9da226b07e44 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Microsoft coco: Common objects in context
Reference 43
Source-reported events for the cited work
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Observation 98b36d53-8ffb-4d39-8305-763342579c95 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Imagenet: A large-scale hierarchical image database
Reference 44
Source-reported events for the cited work
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Observation d5bcf7a4-3509-4a5b-baea-7992025ee45a · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Labelme: a database and web-based tool for image annotation
Reference 45
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 0629f730-a80b-4c6d-a3d6-7234ff24c941 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Machine Learning-Based Automated Assessment of Intracorporeal Suturing in Laparoscopic Fundoplication
Reference 46
Source-reported events for the cited work
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Observation 7ccb242c-9cdb-4370-a5f7-ca7649688e56 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation X3d: Expanding architectures for efficient video recognition
Reference 47
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 3ec4a74f-c979-4a31-b106-897cce118a71 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Deep residual learning for image recognition
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40ec74bd-f7c7-4e7f-9137-fcc792377505 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Metrics Matter in Surgical Phase Recognition
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e20f06fa-8cbf-488c-87b8-6598ceaba1a4 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Deep learning for surgical phase recognition using endoscopic videos
Reference 50
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 90182151-52c4-4cab-8d06-fdf71b1efcf0 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Development of a code- free machine learning model for the classification of cataract surgery phases
Reference 51
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 ba71e0aa-b4dd-4083-9fae-ff4f3229c9eb · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Sages consensus recommendations on an annotation framework for surgical video
Reference 52
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 bd889843-5a39-471d-9521-025afbba0643 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Artificial intelligence for phase recognition in complex laparoscopic cholecystectomy
Reference 53
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 84ff85c5-55bf-463c-a460-3c04d4327068 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Machine learning for surgical phase recognition: a systematic review
Reference 54
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 4ae4e068-5acf-4770-bf9e-62a57bd8b13b · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Phase segmentation methods for an automatic surgical workflow analysis
Reference 55
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 3815c08e-29a0-4258-82f7-c50da0e8ed41 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Evaluating model performance with hard-swish activation function adjustments
Reference 56
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 a46f60c6-2953-4ef0-b416-5892edeb04e1 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Two-frame motion estimation based on polynomial expansion
Reference 57
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 e2ec84ae-5220-4bb3-80e6-965740b455ca · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Robotic pancreaticoduodenectomy decreases the risk of clinically relevant post-operative pancreatic fistula: a propensity score matched nsqip analy- sis
Reference 58
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 357a19f1-478e-47a2-b8ad-6127e4e17a96 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Finks, Nicholas H
Reference 59
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 9d77be36-d8b8-479b-89ee-6e1f47e83daa · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Improved hospital morbidity, mortality, and survival after the whipple procedure
Reference 60
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 33a61353-f7fb-45c2-b8a5-5d8d4f51a892 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Surgical ges- tures can be used to assess surgical competence in robot-assisted surgery: A validity investigating study of simulated rarp
Reference 61
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 cc2936a2-8102-44f4-a09b-651e50d7416a · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Unresolved cited work
Reference 62
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 375e97f6-ce87-45bb-a8a1-f42fdf7d863e · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Lovit: Long video transformer for surgical phase recognition
Reference 63
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 6832c870-87b4-4d1d-a46b-9d1fda110cd1 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Multi-task recurrent convolutional network with correlation loss for surgical video analysis
Reference 64
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 c6457bce-a417-4c99-88c6-e2cec0d026f4 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Surgplan: Surgical phase localization network for phase recognition
Reference 65
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 90ffe2fc-6c97-42ea-b60d-469d9fdf5408 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Dynamic scene graph representation for surgical video
Reference 66
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 d6483626-a94e-426e-87b2-c06057369c9d · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Last: Latent space- constrained transformers for automatic surgical phase recognition and tool presence detection
Reference 67
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 c65fa357-ece7-41cc-b1ad-3830e1e31eaa · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Keyframe extraction from laparoscopic videos based on visual saliency detection
Reference 68
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 069077ff-3b18-41f3-b55e-b5b59b81bd22 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Mpeg: A video compression standard for multimedia applications
Reference 69
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 9754143f-15e9-440d-a958-01ae4bf5b458 · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Advanced capsule net- works via context awareness
Reference 70
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 f78205e1-de09-4569-b6f5-aec150cee1bb · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation An improvement for capsule networks using depthwise separable convolution
Reference 71
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 89b3a700-c19d-426a-8137-b5d187ee3d5a · outbound
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation Action recognition for american sign language
Reference 72
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.
No inbound Pith citation observations are available.