Object Detection

The ByteTrack algorithm is a widely used and computationally efficient multi-object tracking architecture. Its core innovation lies in the combination of lenient bounding box associations with tracklet similarity matchin…

Multi-Object Tracking Object Detection

Tracking the Unseen: An Occlusion-Robust Framework for Target Tracking Under Full and Long-Term Occlusion

2026-09-15 · Mais Mohammed, Sharifa Mohammed, Hanan Awadh, Haneen Bamaas 외 arxiv

Real-time multi-object tracking systems remain highly vulnerable to full and long-term occlusion, where targets temporarily or completely disappear from the camera's field of view. Conventional trackers may terminate tra…

Multiple Object Tracking Multi-Object Tracking Object Detection

Channel-Wise and Token-Aware Post-Training Quantization for Visual State Space Duality

2026-09-15 · Jonghyeon Lim, Changhoon Yim arxiv

State space models (SSMs), particularly Mamba, have emerged as efficient alternatives to attention-based architectures and have been extended to vision through ViM, VMamba, and Visual State Space Duality (VSSD). Yet the …

Semantic Segmentation Instance Segmentation Object Detection

TAPe+ML: A Compact Structured Representation for Multi-Task Computer Vision

2026-09-15 · Sergey Kurinov, Alexey Upatov hf

We present TAPe+ML v3, a compact computer vision system based on TAPe (Theory of Active Perception), a structured representation that encodes relations among perceptual elements before recognition. Instead of operating d…

Instance Segmentation Image Classification Object Localization Object Detection

Feature Recovery for Object Understanding After Irreversible Fire Damage

2026-09-10 · Aditi Tiwari, Sofia Stoica, Savya Khosla, David Forsyth 외 hf

Objects in post-fire environments often undergo irreversible physical transformations that change their geometry, material state, and visual appearance. Detecting and identifying these remnants is critical for locating h…

Object Detection

Vague2Detect: Handling Ambiguous Prompts in Knowledge-Based Open-World Detection

2026-09-09 · Ibrohimjon Muminov, Jihie Kim arxiv

Real-world detectors must often interpret functional or ambiguous prompts, yet conventional models such as YOLO remain restricted to fixed class lists. Even open-vocabulary models like YOLO-World frequently misalign vagu…

Object Detection

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