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Object Proposal Generation

Object proposal generation is a preprocessing technique that has been widely used in current object detection pipelines to guide the search of objects and avoid exhaustive sliding window search across images.

( Image credit: Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation )

Papers

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Showing 1–10 of 54 papers

TitleStatusHype
Adapting Pre-Trained Vision Models for Novel Instance Detection and SegmentationCode2
Towards Addressing the Misalignment of Object Proposal Evaluation for Vision-Language Tasks via Semantic GroundingCode0
Small, but important: Traffic light proposals for detecting small traffic lights and beyond—0
Fast Segment AnythingCode0
SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous DrivingCode0
4D-StOP: Panoptic Segmentation of 4D LiDAR using Spatio-temporal Object Proposal Generation and AggregationCode1
Segmenting Medical Instruments in Minimally Invasive Surgeries using AttentionMask—0
Localizing Small Apples in Complex Apple Orchard Environments—0
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues—0
Class-agnostic Object Detection with Multi-modal TransformerCode1
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