yawei luo

1. SOTA
Semantic Segmentation
Yawei Luo

2. SOTA mIoU
Decoders Matter for Semantic Segmentation:
Data-Dependent Decoding Enables Flexible Feature Aggregation
Context Encoding for Semantic
Segmentation

3. Encoder Matters

4. Classical Encoder
Bag of Features
Global Average Pooling
VLAD

5. Semantic Encoder

6. Decoder Matters

7. Classical Decoder

8. DUpsampling

9. DUpsampling

10. Other Tricks
• Adaptivetemperature Softmax
• Flexible Aggregation of Convolutional Features