mlsanityData to 14 Oct 2026

A Deep Siamese Network for Scene Detection in Broadcast Videos

arXiv 1510.08893 ↗First posted 29 Oct 2015cs.CV cs.MMcited by 21

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Abstract (arXiv)

We present a model that automatically divides broadcast videos into coherent scenes by learning a distance measure between shots. Experiments are performed to demonstrate the effectiveness of our approach by comparing our algorithm against recent proposals for automatic scene segmentation. We also propose an improved performance measure that aims to reduce the gap between numerical evaluation and expected results, and propose and release a new benchmark dataset.

Key facts. Cited by 21 papers in the map (data through 14 Oct 2026). First posted on arXiv 29 Oct 2015.

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2021: 2; 2022: 9; 2023: 3; 2024: 1; 2025: 3; 2026: 3.

21 papers.

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  1. 2022Efficient Movie Scene Detection using State-Space Transformerscited by 51
  2. 2021Shot Contrastive Self-Supervised Learning for Scene Boundary Detectioncited by 35
  3. 2023AutoShot: A Short Video Dataset and State-of-the-Art Shot Boundary Detectioncited by 23
  4. 2022Boundary-aware Self-supervised Learning for Video Scene Segmentationcited by 17
  5. 2022Temporal Perceiver: A General Architecture for Arbitrary Boundary Detectioncited by 12
  6. 2022Scene Consistency Representation Learning for Video Scene Segmentationcited by 9
  7. 2026OmniShotCut: Holistic Relational Shot Boundary Detection with Shot-Query Transformercited by 5
  8. 2022OS-MSL: One Stage Multimodal Sequential Link Framework for Scene Segmentation and Classificationcited by 4
  9. 2023MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentationcited by 4
  10. 2021Overview of Tencent Multi-modal Ads Video Understanding Challengecited by 3
  11. 2022Learnable Optimal Sequential Grouping for Video Scene Detectioncited by 3
  12. 2025Parameter-free Video Segmentation for Vision and Language Understandingcited by 3
9 more
  1. 2022AntPivot: Livestream Highlight Detection via Hierarchical Attention Mechanismcited by 2
  2. 2022Tencent AVS: A Holistic Ads Video Dataset for Multi-modal Scene Segmentationcited by 2
  3. 2025Scene-VLM: Multimodal Video Scene Segmentation via Vision-Language Modelscited by 2
  4. 2025Structured Context Learning for Generic Event Boundary Detectioncited by 1
  5. 2026TransVLM: A Vision-Language Framework and Benchmark for Detecting Any Shot Transitionscited by 1
  6. 2022Movie Genre Classification by Language Augmentation and Shot Samplingcited by 0
  7. 2023Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptationcited by 0
  8. 2024Modality-Aware Shot Relating and Comparing for Video Scene Detectioncited by 0
  9. 2026Automatic Funny Scene Extraction from Long-form Cinematic Videoscited by 0